Seoul National University College of Medicine

  • Korea, Republic of

Research Output 1976 2020

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Conference contribution
2019

Predicting disease-free lung cancer survival using patient reported outcome (PRO) measurements with comparisons of five machine learning techniques (MLT)

Jin-Ah, S. & Yun, Y. H., 21 Aug 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1588-1589 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning systems
Lung Neoplasms
Survival
Survivors
Technology

A Novel Multi-scale 3D CNN with Deep Neural Network for Epileptic Seizure Detection

Choi, G., Park, C., Kim, J., Cho, K., Kim, T. J., Bae, H., Min, K., Jung, K-Y. & Chong, J., 6 Mar 2019, 2019 IEEE International Conference on Consumer Electronics, ICCE 2019. Institute of Electrical and Electronics Engineers Inc., 8661969. (2019 IEEE International Conference on Consumer Electronics, ICCE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Electroencephalography
Intensive care units
Monitoring
Fourier transforms
Personnel

Development of Smart Blocks for Cognitive Rehabilitation of Patients with Dementia

An, J. Y., Kim, Y., Oh, J., Lim, T. Y., Jang, S., Hwang, J. H., Ha Woo, D., Shin, J. H., Kim, K. W., Han, J. W., Wan Suh, S., Han, J. H., Shin, J., Kim, G. E. & Lee, S., 22 Feb 2019, Proceedings of TENCON 2018 - 2018 IEEE Region 10 Conference. Institute of Electrical and Electronics Engineers Inc., p. 798-801 4 p. 8650427. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Patient rehabilitation
Geriatrics
Pulse width modulation
Light emitting diodes
Brain

Interference in tactile discrmination performance by neuronal modulation

Jeong, G., Kim, J. S., Ryun, S. & Chung, C. K., 1 Feb 2019, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737347. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Somatosensory Cortex
Transcranial Magnetic Stimulation
Touch
Modulation
Processing

East Asian specific asthma associated variants were discovered via exome-sequencing

Yoon, D., Baek, S. J., Kim, K., Kang, H. R. & Lee, J. K., 21 Jan 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2817-2819 3 p. 8621117. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Exome
Asthma
Genes
Human Genome
Technology

A 3D printing-based realistic anthropomorphic dental phantom and its imaging evaluation

Lee, D. I., Yang, Z. & Kim, J-H., 1 Jan 2019, Medical Imaging 2019: Imaging Informatics for Healthcare, Research, and Applications. Bak, P. R. & Chen, P-H. (eds.). SPIE, 1095415. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10954).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Imaging Phantoms
printing
teeth
skull
Printing

A 3D printing-based realistic anthropomorphic dental phantom and its imaging evaluation

Lee, D. I., Yang, Z. & Kim, J-H., 1 Jan 2019, International Forum on Medical Imaging in Asia 2019. Lin, F., Kim, J. H. & Fujita, H. (eds.). SPIE, 110501K. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11050).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Phantom
printing
Printing
Imaging
Imaging techniques

Combined low-dose simulation and deep learning for CT denoising: application in ultra-low-dose chest CT

Ahn, C., Heo, C. & Kim, J-H., 1 Jan 2019, International Forum on Medical Imaging in Asia 2019. Fujita, H., Lin, F. & Kim, J. H. (eds.). SPIE, 110500E. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11050).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

chest
Denoising
learning
Dose
dosage
1 Citation (Scopus)

Deep leaning-based approach for mental workload discrimination from multi-channel fNIRS

Ho, T. K. K., Gwak, J., Park, C. M., Khare, A. & Song, J. I., 1 Jan 2019, Recent Trends in Communication, Computing, and Electronics - Select Proceedings of IC3E 2018. Sethi, I. K., Khare, A., Singh, N. & Tiwary, U. S. (eds.). Springer Verlag, p. 431-440 10 p. (Lecture Notes in Electrical Engineering; vol. 524).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Near infrared spectroscopy
Hemoglobin
Neuroimaging
Bayesian networks
Brain

Ground-glass nodule classification with multiple 2.5-dimensional deep convolutional neural networks in chest CT images

Byun, S. H., Jung, J., Hong, H., Song, Y. S., Kim, H. & Park, C. M., 1 Jan 2019, International Forum on Medical Imaging in Asia 2019. Fujita, H., Lin, F. & Kim, J. H. (eds.). SPIE, 110500O. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11050).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

CT Image
Nodule
chest
nodules
Neural Networks

Harmonic holes as the submodules of brain network and network dissimilarity

Lee, H., Chung, M. K., Choi, H. Y., Kang, H., Ha, S., Kim, Y. K. & Lee, D. S., 1 Jan 2019, Computational Topology in Image Context - 7th International Workshop, CTIC 2019, Proceedings. Marfil, R., Calderón, M., Bandera, A., Díaz del Río, F. & Real, P. (eds.). Springer Verlag, p. 110-122 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11382 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Dissimilarity
Brain
Harmonic
Electric network analysis
Betti numbers

How dependent are CT radiomic features on CT scan parameters?

Jin, H. & Kim, J-H., 1 Jan 2019, International Forum on Medical Imaging in Asia 2019. Lin, F., Fujita, H. & Kim, J. H. (eds.). SPIE, 110500D. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11050).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computerized tomography
Feature extraction
Tumors
Textures
Cells

In vivo evaluation of bioadhesive and biodegradable closure device for sealing of femoral artery punctures

Kim, M., Lih, E., Lee, S., Lee, D., Choi, Y., Joung, Y., Park, S., Yoon, C. J. & Jung, H. H., 1 Jan 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Tissue Adhesives
Polyglycolic Acid
Femoral Artery
Punctures
Polyethylene glycols

Utilizing Pretrained Deep Learning Models for Automated Pulmonary Tuberculosis Detection Using Chest Radiography

Ho, T. K. K., Gwak, J., Prakash, O., Song, J. I. & Park, C. M., 1 Jan 2019, Intelligent Information and Database Systems - 11th Asian Conference, ACIIDS 2019, Proceedings. Nguyen, N. T., Trawiński, B., Hong, T-P., Nguyen, N. T. & Gaol, F. L. (eds.). Springer Verlag, p. 395-403 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11432 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Radiography
Tuberculosis
Neural networks
Data Augmentation
Neural Networks
2018

Development of virtual reality-vision system in robot-assisted laparoscopic surgery

Jo, Y., Kim, Y. J., Moon, H. M. & Kim, S., 10 Dec 2018, International Conference on Control, Automation and Systems. IEEE Computer Society, p. 1708-1712 5 p. 8571911. (International Conference on Control, Automation and Systems; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Endoscopy
Surgery
Virtual reality
Robots
Velocity control

Evaluation of a FPGA-based Real-Time Coincidence System for High Count Rate PET Scanners

Son, J. W., Won, J. Y. & Lee, J. S., 12 Nov 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8533051. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

field-programmable gate arrays
Computer Systems
scanners
Field programmable gate arrays (FPGA)
evaluation

Developing a Computational Model of Renal Nerves and Surgical System for Laparoscopic Renal Denervation

Ye, E., Lee, S. H., Baik, J., Ryu, S. Y., Song, W. H., Choi, E-K., Jeong, C. W. & Park, S. M., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4524-4527 4 p. 8513120. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Catheters
Neurology
Denervation
Ablation
Tissue

Preliminary Study of Palatal Implant for Sleep Apnea Control

Seo, J., Kim, J. W., Cho, S. W., Shim, S., Choi, J. W. & Kim, S. J., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1498-1501 4 p. 8512463. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Liquid crystal polymers
Sleep Apnea Syndromes
Soft Palate
Equipment and Supplies
Application specific integrated circuits
1 Citation (Scopus)

Virtual-reality Cataract Surgery Simulator Using Haptic Sensory Substitution in Continuous Circular Capsulorhexis

Kim, Y., Jeong, H., Park, H., Kim, J. A., Kim, T. W. & Kim, J., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1887-1890 4 p. 8512708. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Capsulorhexis
Cataract
Surgery
Virtual reality
Substitution reactions

The Effect of Immersion on Emotional Responses to Film Viewing in a Virtual Environment

Kim, A., Chang, M., Choi, Y., Jeon, S. & Lee, K. M., 24 Aug 2018, 25th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2018 - Proceedings. Steinicke, F., Thomas, B., Kiyokawa, K. & Welch, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 601-602 2 p. 8446046

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Helmet mounted displays
Virtual Environments
Immersion
Virtual reality
Virtual Reality

Design of a Passive 10-DOF Arterial Puncturing Mechanism for Reducing Radiological Exposure

Khan, M. U. A., Yoon, C. H. & Yi, B. J., 20 Aug 2018, 2018 15th International Conference on Ubiquitous Robots, UR 2018. Institute of Electrical and Electronics Engineers Inc., p. 35-37 3 p. 8441833

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Piercing
Radiation
Needles
Insertion
Dosimeters

Comparing sex-specific association networks of chronic medical conditions

Kim, M. H., Zhu, Y., Banerjee, S., Evans, L., Zhang, Y., Wang, F., Park, S. & Pathak, J., 24 Jul 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 368-370 3 p. 8419392. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Health insurance
Electric network analysis
National Health Programs
Sex Distribution
Pathologic Processes

Deep learning-enabled scan parameter normalization of imaging biomarkers in low-dose lung CT

Jin, H. & Kim, J-H., 30 May 2018, 2018 International Workshop on Advanced Image Technology, IWAIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (2018 International Workshop on Advanced Image Technology, IWAIT 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computerized tomography
Biomarkers
Imaging techniques
Deep learning
2 Citations (Scopus)

Abnormal hole detection in brain connectivity by kernel density of persistence diagram and Hodge Laplacian

Lee, H., Chung, M. K., Kang, H., Choi, H. Y., Kim, Y. K. & Lee, D. S., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 20-23 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Brain
Network components
Spatial Analysis
5 Citations (Scopus)

Epileptic seizure detection for multi-channel EEG with deep convolutional neural network

Park, C., Choi, G., Kim, J., Kim, S., Kim, T. J., Min, K., Jung, K-Y. & Chong, J., 2 Apr 2018, International Conference on Electronics, Information and Communication, ICEIC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (International Conference on Electronics, Information and Communication, ICEIC 2018; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Electroencephalography
Neural networks
Low pass filters
Monitoring

Movement state classification for bimanual BCI from non-human primate's epidural ECoG using three-dimensional convolutional neural network

Choi, H., Lee, J., Park, J., Cho, B. H., Lee, K. M. & Jang, D. P., 9 Mar 2018, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-3 3 p. (2018 6th International Conference on Brain-Computer Interface, BCI 2018; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Brain-Computer Interfaces
Brain computer interface
Primates
Decoding
Neural networks

Prediction of motor and somatosensory function from human ECoG

Ryun, S., Kim, J. S., Lee, D. & Chung, C. K., 9 Mar 2018, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Ownership
Touch
Trajectories
Pressure
Equipment and Supplies

Assessment of user needs for the teleconsultation robot and the bedside robot using simulation

Lee, H., Kim, S. W., Kim, J., Lee, J., Byun, A., Ryu, H. & Kong, H. J., 2 Feb 2018, ICIIBMS 2017 - 2nd International Conference on Intelligent Informatics and Biomedical Sciences. Institute of Electrical and Electronics Engineers Inc., p. 126-128 3 p. (ICIIBMS 2017 - 2nd International Conference on Intelligent Informatics and Biomedical Sciences; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Robot
Robots
Simulation
Telepresence
Team Work

Rapid antibiotic susceptibility testing system: Life saving bioMEMS devices

Jeong, H. Y., Kim, E. G., Han, S., Lee, G. Y., Han, S., Jin, B., Lim, T., Kim, H. C., Kim, T. S., Kim, D. Y. & Kwon, S., 23 Jan 2018, 2017 IEEE International Electron Devices Meeting, IEDM 2017. Institute of Electrical and Electronics Engineers Inc., p. 10.4.1-10.4.4 (Technical Digest - International Electron Devices Meeting, IEDM).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

antibiotics
Antibiotics
Anti-Bacterial Agents
magnetic permeability
Testing
1 Citation (Scopus)

A deep learning-enabled iterative reconstruction of ultra-low-dose CT: Use of synthetic sinogram-based noise simulation technique

Ahn, C. K., Yang, Z., Heo, C., Jin, H., Park, B. & Kim, J-H., 1 Jan 2018, Medical Imaging 2018: Physics of Medical Imaging. Schmidt, T. G., Chen, G-H. & Lo, J. Y. (eds.). SPIE, Vol. 10573. 1057335

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

learning
Noise
Learning
Image quality
Neural networks

An efficient and comprehensive labeling tool for large-scale annotation of fundus images

Son, J., Kim, S., Park, S. J. & Jung, K. H., 1 Jan 2018, Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018 Held in Conjunction with MICCAI 2018. Lee, S-L., Trucco, E., Maier-Hein, L., Moriconi, S., Albarqouni, S., Jannin, P., Balocco, S., Zahnd, G., Mateus, D., Taylor, Z., Demirci, S., Stoyanov, D., Sznitman, R., Martel, A., Cheplygina, V., Granger, E. & Duong, L. (eds.). Springer Verlag, p. 95-104 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11043 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Labeling
Annotation
Encoding

Association of body mass index with estimated glomerular filtration rate and incident proteinuria

Lee, S. M., Park, M. S. & Yoon, H-J., 1 Jan 2018, HEALTHINF 2018 - 11th International Conference on Health Informatics, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018. Zwiggelaar, R., Fred, A., Gamboa, H. & Bermudez i Badia, S. (eds.). SciTePress, p. 587-590 4 p. (HEALTHINF 2018 - 11th International Conference on Health Informatics, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018; vol. 5).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Glomerular Filtration Rate
Proteinuria
Body Mass Index
Chronic Renal Insufficiency
Proportional Hazards Models

Classification of Findings with Localized Lesions in Fundoscopic Images Using a Regionally Guided CNN

Son, J., Bae, W., Kim, S., Park, S. J. & Jung, K. H., 1 Jan 2018, Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 176-184 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Guidance
Annotation
Loss Function
Neural networks
Classify

Comparison of camera based and inertial measurement unit based motion analysis

Jang, S., Park, S. B., Moon, S. B., Kim, J. M. & Lee, S-U., 1 Jan 2018, SENSORNETS 2018 - Proceedings of the 7th International Conference on Sensor Networks. Fleury, E., Ahrens, A., Benavente-Peces, C. & Cam-Winget, N. (eds.). SciTePress, p. 161-167 7 p. (SENSORNETS 2018 - Proceedings of the 7th International Conference on Sensor Networks; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Units of measurement
Gait analysis
Cameras
Kinematics
Motion analysis
2 Citations (Scopus)

Impact of deep learning on the normalization of reconstruction kernel effects in imaging biomarker quantification: A pilot study in CT emphysema

Jin, H., Heo, C. & Kim, J-H., 1 Jan 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, 105753L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10575).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

emphysema
biomarkers
Emphysema
Biomarkers
learning
1 Citation (Scopus)

Laser speckle contrast imaging method for measurement of transparent fluid flows

Hong, S., Kim, H., Park, K., Chang, H., Piao, S., Oh, S-J. & Jeong, Y., 1 Jan 2018, Optical Sensors, Sensors 2018. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F110-Sensors 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Speckle
Flow of fluids
Imaging techniques
Lasers
Vortex shedding

Liver lesion detection from weakly-labeled multi-phase CT volumes with a grouped single shot multibox detector

Lee, S. G., Bae, J. S., Kim, H., Kim, J. H. & Yoon, S., 1 Jan 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Fichtinger, G., Davatzikos, C., Alberola-López, C., Frangi, A. F. & Schnabel, J. A. (eds.). Springer Verlag, p. 693-701 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11071 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computed Tomography
Liver
Tomography
Detector
Detectors

Reflective differential interference contrast microscopy for retinal cell layer imaging

Park, S., Oh, J., Kim, Y. J., Kim, H. S., Kim, C., Kim, H. M., Lee, K. M., Kim, D. Y., Kim, S. H. & Kim, J. H., 1 Jan 2018, Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F113-CLEOPR 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Microscopic examination
Cells
Imaging techniques
2017
1 Citation (Scopus)

Design of a Rotational Modulation Collimator Utilizing Asymmetric Masks for the Gamma-Ray/Neutron Dual Imaging Technique

Kim, H. S., Lee, G., Ye, S-J. & Kim, G., 16 Oct 2017, 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016. Institute of Electrical and Electronics Engineers Inc., 8069707. (2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Gamma Rays
Neutrons
Masks
collimators
imaging techniques

Analysis of computerized optokinetic nystagmus induction and effect of contrast on ocular fatigue

Kim, J. S., Baek, C., Yoo, S., Hwang, J-M. & Seo, J. M., 13 Sep 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1206-1209 4 p. 8037047. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Asthenopia
Optokinetic Nystagmus
Eye movements
Fatigue of materials
Blinking
1 Citation (Scopus)

Development of the viewing distance measuring device in smartphone use

Seo, M. W., Kim, W. J., Kim, J. M., Hwang, J-M. & Seo, J. M., 13 Sep 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1254-1257 4 p. 8037059. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Smartphones
Lenses
Equipment and Supplies
3D printers
Membranes
3 Citations (Scopus)

ECG authentication in post-exercise situation

Sung, D., Kim, J., Koh, M. & Park, K., 13 Sep 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 446-449 4 p. 8036858. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Electrocardiography
Authentication
Exercise equipment
Discriminant Analysis
Discriminant analysis
2 Citations (Scopus)

Heart rate variability in patients with major depressive disorder and healthy controls during non-REM sleep and REM sleep

Kwon, H., Yoon, H., Jung, D., Choi, S., Choi, J., Lee, Y. J., Jeong, D. U. & Park, K., 13 Sep 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2312-2315 4 p. 8037318. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Eye movements
REM Sleep
Major Depressive Disorder
Eye Movements
Sleep

The analysis of eye blinking pattern using high-frame-rate camera

Lee, W. H., Seo, J. M. & Hwang, J-M., 13 Sep 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1509-1512 4 p. 8037122. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Flickering
Blinking
High speed cameras
Curve fitting
Lighting

Development and validation of virtual prism adaptation therapy

Kim, W. S., Paik, N-J. & Cho, S., 10 Aug 2017, 2017 International Conference on Virtual Rehabilitation, ICVR 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-June. 8007471

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Prisms
Recovery
Virtual reality
Lenses
Cameras

Simulation to assess user needs for the development of a bedside robot

Lee, H., Kim, J., Kim, S. W., Lee, J., Byun, A., Ryu, H. & Kong, H. J., 25 Jul 2017, 2017 14th International Conference on Ubiquitous Robots and Ambient Intelligence, URAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 179-180 2 p. 7992705. (2017 14th International Conference on Ubiquitous Robots and Ambient Intelligence, URAI 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Robot
Robots
Healthcare
Simulation
System Development
1 Citation (Scopus)

Three-link planar arm control using reinforcement learning

Kim, W., Kim, T., Jin Kim, H. & Kim, S., 25 Jul 2017, 2017 14th International Conference on Ubiquitous Robots and Ambient Intelligence, URAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 424-428 5 p. 7992767. (2017 14th International Conference on Ubiquitous Robots and Ambient Intelligence, URAI 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Reinforcement learning
Reinforcement Learning
Learning algorithms
Learning Algorithm
Manipulator
11 Citations (Scopus)

Prescribing 10,000 steps like aspirin: Designing a novel interface for data-driven medical consultation

Kim, Y., Heo, E., Lee, H., Ji, S., Choi, J., Kim, J. W., Lee, J. & Yoo, S. Y., 2 May 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, Vol. 2017-May. p. 5787-5799 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Interoperability
Health
User centered design
1 Citation (Scopus)

Nanoelectrokinetic purification device for a continuous peritoneal dialysate recycler

Kim, W., Kim, K., Lee, H. J., Kim, Y. S., Lee, J. C., Sung, G. Y. & Kim, S. J., 23 Feb 2017, 2017 IEEE 30th International Conference on Micro Electro Mechanical Systems, MEMS 2017. Institute of Electrical and Electronics Engineers Inc., p. 319-322 4 p. 7863405. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS)).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Dialysis Solutions
ion concentration
purification
Purification
Ions

Rapid antibiotic susceptibility test: Commercialization of life saving MEMS devices

Jeong, H. Y., Kim, E. G., Han, S., Lee, G. Y., Han, S., Jin, B., Lim, T., Kim, H. C., Kim, T. S., Kim, D. & Kwon, S., 23 Feb 2017, 2017 IEEE 30th International Conference on Micro Electro Mechanical Systems, MEMS 2017. Institute of Electrical and Electronics Engineers Inc., p. 99-100 2 p. 7863349. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS)).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

commercialization
antibiotics
Antibiotics
microelectromechanical systems
MEMS

Bimanual arm movements decoding using hybrid method movement state Classification and PLS Regression

Choi, H., Jang, D. P. & Lee, K. M., 16 Feb 2017, 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., p. 60-62 3 p. 7858159

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Decoding
Brain computer interface
Prosthetics
Brain
Trajectories
1 Citation (Scopus)

Movement classification using ECoG High-gamma powers from human sensorimotor area during active movement

Ryun, S., Kim, J. S., Jeon, E. & Chung, C. K., 16 Feb 2017, 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., p. 96-98 3 p. 7858171

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Chemical activation

Practical brain-machine interface system

Yeom, H. G., Kim, J. S. & Chung, C. K., 16 Feb 2017, 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., p. 42-43 2 p. 7858153

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Brain
Cameras
Feedback
1 Citation (Scopus)

Detecting high-dimensional genetic associations using a Markov-Blanket in a family-based study

Lee, H. J., Lee, J. W., Jin, S., Yoo, H. J. & Park, M., 17 Jan 2017, Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Burrage, K., Zhu, Q., Liu, Y., Tian, T., Wang, Y., Hu, X. T., Jiang, Q., Song, J., Morishita, S., Burrage, K. & Wang, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1767-1770 4 p. 7822786

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Genes
Association reactions
Genome-Wide Association Study
Multifactor Dimensionality Reduction
Bayes Theorem
7 Citations (Scopus)

A novel deep learning-based approach to high accuracy breast density estimation in digital mammography

Ahn, C. K., Heo, C., Jin, H. & Kim, J-H., 1 Jan 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Petrick, N. A. & Armato, S. G. (eds.). SPIE, 101342O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10134).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Mammography
breast
learning
Learning
Neural networks
2 Citations (Scopus)

Deep multi-spectral ensemble learning for electronic cleansing in dual-energy CT colonography

Tachibana, R., Näppi, J. J., Hironaka, T., Kim, S. H. & Yoshida, H., 1 Jan 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Petrick, N. A. & Armato, S. G. (eds.). SPIE, Vol. 10134. 101340E

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computed Tomographic Colonography
Convolution
learning
Learning
Neural networks

Developing methodologies to find abbreviated laboratory test names in narrative clinical documents by generating high quality Q-grams

Kim, K. & Choi, J., 1 Jan 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Dongsheng, Z., Gundlapalli, A. V. & Marie-Christine, J. (eds.). IOS Press, p. 452-456 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Names
Processing
Neutrophils
Language

In vivo photoacoustic mouse eye imaging of healing after chemical injury and automated eyeball surface estimation based on a random sample consensus algorithm

Jeon, S., Song, H. B., Kim, J., Lee, B. J., Kim, J. H. & Kim, C., 1 Jan 2017, Photons Plus Ultrasound: Imaging and Sensing 2017. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, Vol. 10064. 100640D

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

ischemia
angiogenesis
Photoacoustic effect
blood vessels
Blood vessels
1 Citation (Scopus)

Multispectral imaging based on a Smartphone with an External CMOS camera for Detection of Seborrheic Dermatitis on the Scalp

Kim, M., Kim, S., Hwang, M., Kim, J., Je, M., Jang, J. E., Lee, D. H. & Hwang, J. Y., 1 Jan 2017, Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XV. Farkas, D. L., Nicolau, D. V. & Leif, R. C. (eds.). SPIE, Vol. 10068. 100681S

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

dermatitis
Dermatitis
Seborrheic Dermatitis
Smartphones
Scalp
2016

Amplitude based beat detection for atrial fibrillation in pacemaker

Lee, S. H., Myoung, H. S., Kang, C. H., Choi, E. K. & Lee, K. J., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2757-2759 3 p. 7591301. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Pacemakers
Atrial Fibrillation
Bradycardia
Tachycardia
Cardiac Electrophysiologic Techniques
11 Citations (Scopus)

Driver drowsiness detection using the in-ear EEG

Hwang, T., Kim, M., Hong, S. & Park, K., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 4646-4649 4 p. 7591763

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Sleep Stages
Electroencephalography
Ear
Galvanic Skin Response
Scalp
3 Citations (Scopus)

Monte Carlo simulation of rotational modulation collimator (RMC) patterns for the gamma-ray/neutron dual-particle imager

Kim, H. S., Choi, H. Y., Lee, G., Ye, S-J. & Kim, G., 3 Oct 2016, 2015 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2015. Institute of Electrical and Electronics Engineers Inc., 7581761

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Gamma Rays
Neutrons
collimators
Image sensors
Gamma rays

Monte Carlo study for pinhole X-ray fluorescence imaging of gadolinium nanoparticles

Jung, S., Sung, W. & Ye, S-J., 3 Oct 2016, 2015 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2015. Institute of Electrical and Electronics Engineers Inc., 7582247

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Gadolinium
Optical Imaging
pinholes
gadolinium
Nanoparticles

WiLD: Widening view angle for lesion detection with gastroscopic images

Sohn, S. Y., Lee, D. R., Lee, S. K., Kim, H., Suh, Y. S., Kong, S. H., Lee, H-J. & Yang, H-K., 12 Jul 2016, 2016 IEEE International Conference on Communications, ICC 2016. Institute of Electrical and Electronics Engineers Inc., 7511600

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Endoscopy
Screening
Tissue
2 Citations (Scopus)

Mining internet media for monitoring changes of public emotions about infectious diseases

Choi, S., Lee, J., Pack, S., Chang, Y-S. & Yoon, S., 20 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering Workshops, ICDEW 2016. Institute of Electrical and Electronics Engineers Inc., p. 68-70 3 p. 7495619. (2016 IEEE 32nd International Conference on Data Engineering Workshops, ICDEW 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Internet
Monitoring
Epidemiology
Electronic mail
Public health

Improved temporal resolution of twist imaging using annihilating filter-based low rank Hankel matrix approach

Cha, E. J., Jin, K. H., Lee, D. W., Kim, E. Y., Choi, S. H. & Ye, J. C., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, Vol. 2016-June. p. 314-317 4 p. 7493272

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Angiography
Trajectories
Imaging techniques
Magnetic resonance imaging
Image quality
2 Citations (Scopus)

Joint estimation of activity distribution and attenuation map for TOF-PET using alternating direction method of multiplier

Chun, S. Y., Kim, K. Y., Lee, J. S. & Fessier, J. A., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, p. 86-89 4 p. 7493217. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Crosstalk
Joints
Compensation and Redress
Direction compound
15 Citations (Scopus)

"My doctor is keeping an eye on me!": Exploring the clinical applicability of a mobile food logger

Kim, Y., Ji, S., Lee, H., Kim, J. W., Yoo, S. Y. & Lee, J., 7 May 2016, CHI 2016 - Proceedings, 34th Annual CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, p. 5620-5631 12 p. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Nutrition
1 Citation (Scopus)

Common neural mechanism for reaching movements

Yeom, H. G., Kim, J. S. & Chung, C. K., 20 Apr 2016, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457439. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Brain

3-dimensional in-vitro human nasal mucous membrane with glands

Na, K., Lee, M., Shin, H. & Chung, S., 1 Jan 2016, 20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016. Chemical and Biological Microsystems Society, p. 503-504 2 p. (20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Mucous Membrane
Microfluidics
Hydrogels
Screening
Air

3-Dimensional in vitro model for studying monocyte-induced pre-metastatic cancer invasion

Kim, H., Chung, H., Shin, Y., Choi, D. H., Chung, S. & Seok, S. H., 1 Jan 2016, 20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016. Chemical and Biological Microsystems Society, p. 77-78 2 p. (20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Macrophages
Cells
Microfluidics
Scaffolds
Tumors

Cyclostationarity-based analysis of nocturnal respiration sounds

Kim, J., Kim, T., Lee, K. & Kim, J. W., 1 Jan 2016, ICSV 2016 - 23rd International Congress on Sound and Vibration: From Ancient to Modern Acoustics. International Institute of Acoustics and Vibrations, (ICSV 2016 - 23rd International Congress on Sound and Vibration: From Ancient to Modern Acoustics).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

sleep
respiration
breathing
Acoustic waves
acoustics
5 Citations (Scopus)

Deep learning for electronic cleansing in dual-energy CT colonography

Tachibana, R., Näppi, J. J., Hironakaa, T., Kim, S. H. & Yoshida, H., 1 Jan 2016, Medical Imaging 2016: Computer-Aided Diagnosis. Tourassi, G. D. & Armato, S. G. (eds.). SPIE, 97851M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9785).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computed Tomographic Colonography
learning
Learning
Neural networks
Air

Higher immersive tendency in male university students with excessive online gaming

Jung, D., Kim, E. Y., Jeong, S. H. & Hahm, B-J., 1 Jan 2016, Pervasive Computing Paradigms for Mental Health - 5th International Conference, MindCare 2015, Revised Selected Papers. Giakoumis, D., Lopez, G., Matic, A., Serino, S. & Cipresso, P. (eds.). Springer Verlag, p. 157-161 5 p. (Communications in Computer and Information Science; vol. 604).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Gaming
Internet
Students
Universities
Susceptibility

In vitro mammary duct reconstruction based localized collagen extracellular matrix in microfluidic platform

Cho, Y., Lee, S. H., Shin, Y., Kim, J., Chung, S. & Moon, W., 1 Jan 2016, 20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016. Chemical and Biological Microsystems Society, p. 525-526 2 p. (20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Microfluidics
Collagen
Ducts
Pathology
Proteins

Reliable measurement of 3D foot bone angles based on the frame-of-reference derived from a sole of the foot

Kim, T., Lee, D. Y. & Park, J., 1 Jan 2016, Medical Imaging 2016: Computer-Aided Diagnosis. Tourassi, G. D. & Armato, S. G. (eds.). SPIE, 97853F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9785).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Foot Bones
bones
Foot
Bone
Bone and Bones

Unregistered bosniak classification with multi-phase convolutional neural networks

Lee, M., Lee, H., Oh, J., Lee, H. J., Kim, S. & Kwak, N., 1 Jan 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Ikeda, K., Lee, M., Hirose, A., Ozawa, S., Doya, K. & Liu, D. (eds.). Springer Verlag, p. 19-27 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9950 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Neural Networks
Neural networks
Medical Image
Medical Image Analysis
Image classification
2015

Endoscopic Camera Manipulation planning of a surgical robot using Rapidly-Exploring Random Tree algorithm

Park, J. H., Park, W. J., Lee, C., Kim, M., Kim, S. & Kim, H. J., 23 Dec 2015, ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1516-1519 4 p. 7364594

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Manipulators
Cameras
Planning
End effectors
Motion planning
2 Citations (Scopus)

Developing cancer prediction model based on stepwise selection by AUC measure for proteomics data

Kim, Y., Lee, S., Kwon, M. S., Na, A., Choi, Y., Yi, S. G., Namkung, J., Han, S., Kang, M., Kim, S. W., Jang, J-Y., Kim, Y., Kim, Y. & Park, T., 16 Dec 2015, Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015. Schapranow, L. M., Zhou, J., Hu, X. T., Ma, B., Rajasekaran, S., Miyano, S., Yoo, I., Pierce, B., Shehu, A., Gombar, V. K., Chen, B., Pai, V. & Huan, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1345-1350 6 p. 7359874

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Proteomics
Area Under Curve
Early Detection of Cancer
Proteins
Neoplasms
14 Citations (Scopus)

FingerNet: Deep learning-based robust finger joint detection from radiographs

Lee, S., Choi, M., Choi, H. S., Park, M. S. & Yoon, S., 4 Dec 2015, IEEE Biomedical Circuits and Systems Conference: Engineering for Healthy Minds and Able Bodies, BioCAS 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7348440. (IEEE Biomedical Circuits and Systems Conference: Engineering for Healthy Minds and Able Bodies, BioCAS 2015 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Finger Joint
Radiography
learning
Automation
Hand
4 Citations (Scopus)

Ballistocardiogram of baby during sleep

Lee, W. K., Yoon, H., Jung, D. W., Hwang, S. H. & Park, K., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 7167-7170 4 p. 7320045

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Sleep
Respiration
Physiologic Monitoring
Research Personnel
Technology
7 Citations (Scopus)

Estimation of sleep posture using a patch-type accelerometer based device

Yoon, H., Hwang, S., Jung, D., Choi, S., Joo, K., Choi, J., Lee, Y. J., Jeong, D. U. & Park, K., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 4942-4945 4 p. 7319500. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Posture
Accelerometers
Sleep
Equipment and Supplies
Video recording
6 Citations (Scopus)

Heart rate estimation from facial photoplethysmography during dynamic illuminance changes

Lee, D., Kim, J., Kwon, S. & Park, K., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 2758-2761 4 p. 7318963. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Photoplethysmography
Heart Rate
Luminance
Artifacts
Curve fitting
11 Citations (Scopus)

ROI analysis for remote photoplethysmography on facial video

Kwon, S., Kim, J., Lee, D. & Park, K., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 4938-4941 4 p. 7319499. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Photoplethysmography
Cameras
Chin
Forehead
Cheek
22 Citations (Scopus)

Unconstrained detection of freezing of Gait in Parkinson's disease patients using smartphone

Kim, H., Lee, H. J., Lee, W., Kwon, S., Kim, S. K., Jeon, H. S., Park, H., Shin, C. W., Yi, W. J., Jeon, B. & Park, K., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 3751-3754 4 p. 7319209

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Smartphones
Gait
Freezing
Parkinson Disease
Ankle
3 Citations (Scopus)

Foot pronation monitoring using wireless biaxial force sensing system

Gu, G. M., Park, K., Kim, E. J., Lee, D. Y. & Kim, J., 28 Sep 2015, Proceedings of the IEEE/RAS-EMBS International Conference on Rehabilitation Robotics: Enabling Technology Festival, ICORR 2015. Braun, D., Yu, H. & Campolo, D. (eds.). IEEE Computer Society, p. 19-24 6 p. 7281169. (IEEE International Conference on Rehabilitation Robotics; vol. 2015-September).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Pronation
Walking
Foot
Monitoring
Sensors

An electrokinetic device for selective preconcentration and online collection based on ion concentration polarization

Choi, J., Huh, K., Moon, D. J., Chae, J. H., Kim, H. C., Hong, J. W. & Kim, S. J., 5 Aug 2015, 2015 Transducers - 2015 18th International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2015. Institute of Electrical and Electronics Engineers Inc., p. 228-231 4 p. 7180903. (2015 Transducers - 2015 18th International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

electrokinetics
plugs
ion concentration
chips
Polarization
2 Citations (Scopus)

Fiber-Optic Localized Surface Plasmon Resonance sensor combined with micro fluidic channel

Kim, J. S., Kang, S. K., Lee, S. M., Lee, H-Y., Jeong, D. H., Park, J. H. & Lee, S. K., 5 Aug 2015, 2015 Transducers - 2015 18th International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2015. Institute of Electrical and Electronics Engineers Inc., p. 265-268 4 p. 7180912

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

fluidics
Fluidics
Surface plasmon resonance
surface plasmon resonance
Fiber optics

Single-cell morphological analysis for rapid antimicrobial susceptibility test

Choi, J., Yoo, J., Lee, M., Kim, E. G., Lee, J. S., Lee, S., Joo, S., Song, S. H., Kim, E. C., Lee, J. C., Kim, H. C., Jung, Y. G. & Kwon, S., 5 Aug 2015, 2015 Transducers - 2015 18th International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2015. Institute of Electrical and Electronics Engineers Inc., p. 730-734 5 p. 7181027. (2015 Transducers - 2015 18th International Conference on Solid-State Sensors, Actuators and Microsystems, TRANSDUCERS 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Antibiotics
antibiotics
magnetic permeability
cells
broths
17 Citations (Scopus)

20nm DRAM: A new beginning of another revolution

Park, J. M., Hwang, Y. S., Kim, S. W., Han, S. Y., Park, J. S., Kim, J., Seo, J. W., Kim, B. S., Shin, S. H., Cho, C. H., Nam, S. W., Hong, H. S., Lee, K. P., Jin, G. Y. & Jung, E. S., 16 Feb 2015, 2015 IEEE International Electron Devices Meeting, IEDM 2015. Institute of Electrical and Electronics Engineers Inc., p. 26.5.1-26.5.4 7409774. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2016-February).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

honeycomb structures
Dynamic random access storage
spacers
lithography
capacitance
1 Citation (Scopus)

A glasses-free random dot stereoacuity test using a multi-view display system

Kim, J., Hong, K., Yang, H. K., Hwang, J-M. & Lee, B., 1 Jan 2015, Advances in Display Technologies V. Wu, M. H., Chien, L-C. & Lee, S-D. (eds.). SPIE, 93850G. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9385).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

display devices
Liquid crystal displays
parallax
Display
Display devices
2 Citations (Scopus)

Computer-aided diagnosis of breast tumors using textures from intensity transformed sonographic images

Lo, C. M., Chang, R. F., Huang, C. S. & Moon, W., 1 Jan 2015, 1st Global Conference on Biomedical Engineering and 9th Asian-Pacific Conference on Medical and Biological Engineering. Wang, S-H., Su, F-C. & Yeh, M-L. (eds.). Springer Verlag, p. 124-127 4 p. (IFMBE Proceedings; vol. 47).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computer aided diagnosis
Tumors
Textures
Ultrasonics
Speckle
1 Citation (Scopus)

Contrast between spectral and connectivity features for electroencephalography based authentication

Han, C., Kim, S. K., Yoon, H. N., Lee, W. K., Park, C. S., Kim, K. K. & Park, K., 1 Jan 2015, World Congress on Medical Physics and Biomedical Engineering, 2015. Jaffray, D. A. (ed.). Springer Verlag, p. 1224-1227 4 p. (IFMBE Proceedings; vol. 51).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Electroencephalography
Authentication
Power spectrum
Biometrics
Analysis of variance (ANOVA)
5 Citations (Scopus)

Electronic cleansing for dual-energy CT colonography based on material decomposition and virtual monochromatic imaging

Tachibana, R., Nappi, J. J., Kim, S. H. & Yoshida, H., 1 Jan 2015, Medical Imaging 2015: Computer-Aided Diagnosis. Hadjiiski, L. M., Hadjiiski, L. M., Tourassi, G. D. & Tourassi, G. D. (eds.). SPIE, 94140Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9414).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computed Tomographic Colonography
Decomposition
Imaging techniques
decomposition
electronics
1 Citation (Scopus)

Multiband dynamic compressed sensing

Yoon, H., Lee, D. W., Lee, J., Choi, S. H., Park, S. H. & Ye, J. C., 1 Jan 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, Vol. 2015-July. p. 922-925 4 p. 7164021

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Compressed sensing
Imaging techniques
Angiography
Noise
Brain

Pharmacokinetic profile that reduces nephrotoxicity of gentamicin in a perfused kidney-on-a-chip

Kim, S. J. & Takayama, S., 1 Jan 2015, MicroTAS 2015 - 19th International Conference on Miniaturized Systems for Chemistry and Life Sciences. Chemical and Biological Microsystems Society, p. 2087-2088 2 p. (MicroTAS 2015 - 19th International Conference on Miniaturized Systems for Chemistry and Life Sciences).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Pharmacokinetics
Microfluidics
Cytotoxicity
Cell culture
Toxicity

Relationships of musculoskeletal disorder symptoms and perceived workload among hospital workers

Ryu, T., Kwon, S., Jee, S. C., Oh, M-D. & Hwan yun, M., 1 Jan 2015, Bridging Research and Good Practices towards Patient Welfare - Proceedings of the 4th International Conference on HealthCare Systems Ergonomics and Patient Safety, HEPS 2014. Shih, Y-C. & Liang, S-F. M. (eds.). CRC Press/Balkema, p. 155-162 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Workload
Physical Exertion
workload
Human Body
worker

Study of Development for RFID System to Hospital Environment

Hong, S. K. & Sung, M-W., 1 Jan 2015, MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. Georgiou, A., Sarkar, I. N. & de Azevedo Marques, P. M. (eds.). IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Radio Frequency Identification Device
Radio frequency identification (RFID)
Electronic medical equipment
Information systems
Electronic Health Records
3 Citations (Scopus)

The automated diagnosis of strabismus using an infrared camera

Seo, M. W., Yang, H. K., Hwang, J-M. & Seo, J. M., 1 Jan 2015, 6th European Conference of the International Federation for Medical and Biological Engineering - MBEC 2014. Lackovic, I. & Vasic, D. (eds.). Springer Verlag, Vol. 45. p. 142-145 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Cameras
Infrared radiation
Glass
2014

Imaging and quantification of fatty liver by terahertz wave

Kim, K. S., Kim, Y. I., Lee, S. H., Park, J. S., Hur, B. Y., Lee, J. M., Son, J. H. & Han, J. K., 17 Oct 2014, 2014 31th URSI General Assembly and Scientific Symposium, URSI GASS 2014. Institute of Electrical and Electronics Engineers Inc., 6930080. (2014 31th URSI General Assembly and Scientific Symposium, URSI GASS 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Terahertz waves
Liver
Imaging techniques