Department of Internal Medicine

Research output

Research output per year 1981 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 411695 Citations
• 227 h-index
• 8963 Article
• 483 Review article
• 219 Comment/debate
• 209 Letter
• 182 More
  • 101 Editorial
  • 32 Conference contribution
  • 31 Chapter
  • 14 Short survey
  • 2 Conference article
  • 1 Book
  • 1 Patent

Research output per year

Research output per year

Search results

• 2024

  A Unified Approach For Comprehensive Analysis of Various Spectral and Tissue Doppler Echocardiography

  Jeon, J., Kim, J., Jang, Y., Yoon, Y. E., Jeong, D., Hong, Y., Lee, S. A. & Chang, H. J., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Unified Framework 100%
  • Aliasing 100%
  • Performance Metric 100%
  • Convolutional Neural Network 100%
  • Deep Learning Method 100%
• 2023

  Atrial Fibrillation Diagnosis Using Machine Learning: Leveraging Minimal Health Data from UK Biobank

  Lee, J., Kwon, O. S., Choi, Y. E., Shin, H. & Pak, H. N., 2023, 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, IEEECONF 2023. Institute of Electrical and Electronics Engineers Inc., p. 125-126 2 p. (2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, IEEECONF 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Atrial Fibrillation 100%
  • UK Biobank 100%
  • Body Mass Index 28%
  • Coronary Artery Disease 28%
  • Apoplexy 28%
• 2019

  A New Fracture Liaison Service Using the Mobile Application and IoT Sensor

  Kim, S. W., Won, Y. J., Chae, D. S. & Chang, H. J., 2019 Jul, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3486-3489 4 p. 8857094. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fracture 100%
  • Service 66%
  • Mobile Application 40%
  • Investigation 13%
  • Patient 13%
  5 Citations (Scopus)

• Deep learning-based stenosis quantification from coronary CT angiography

  Hong, Y., Commandeur, F., Cadet, S., Goeller, M., Doris, M. K., Chen, X., Kwiecinski, J., Berman, D. S., Slomka, P. J., Chang, H. J. & Dey, D., 2019, Medical Imaging 2019: Image Processing. Angelini, E. D., Angelini, E. D., Angelini, E. D. & Landman, B. A. (eds.). SPIE, 109492I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Learning 100%
  • Stenosis 85%
  • Computed Tomography Angiography 71%
  • Reading 71%
  • Measurement 28%
  45 Citations (Scopus)

• Full Quantification of Left Ventricle Using Deep Multitask Network with Combination of 2D and 3D Convolution on 2D + t Cine MRI

  Jang, Y., Kim, S., Shim, H. & Chang, H. J., 2019, Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Li, S., McLeod, K., Young, A., Rhode, K., Pop, M., Zhao, J., Sermesant, M. & Mansi, T. (eds.). Springer Verlag, p. 476-483 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11395 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Quantification 100%
  • Simulation Mode 33%
  • Temporal Modeling 33%
  • Networks 33%
  • Functions 33%
  5 Citations (Scopus)

• Machine learning algorithm to predict coronary artery calcification in asymptomatic healthy population

  Kolli, K. K., Park, S. H., Min, J. K., Chang, H. J., Han, D., Gransar, H., Lee, J. H., Choi, S. Y., Chun, E. J., Jung, H. O., Sung, J. & Han, H. W., 2019 Nov, 2019 IEEE Healthcare Innovations and Point of Care Technologies, HI-POCT 2019. Institute of Electrical and Electronics Engineers Inc., p. 95-98 4 p. 8962647. (2019 IEEE Healthcare Innovations and Point of Care Technologies, HI-POCT 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Algorithm 100%
  • Learning 83%
  • Calcium 83%
  • Patient 66%
  • Diseases 50%
  2 Citations (Scopus)
• 2018

  Automatic segmentation of LV and RV in cardiac MRI

  Jang, Y., Hong, Y., Ha, S., Kim, S. & Chang, H. J., 2018, Statistical Atlases and Computational Models of the Heart: ACDC and MMWHS Challenges - 8th International Workshop, STACOM 2017, Revised Selected Papers. Bernard, O., Jodoin, P.-M., Zhuang, X., Yang, G., Young, A., Sermesant, M., Lalande, A. & Pop, M. (eds.). Springer Verlag, p. 161-169 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10663 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Right Ventricle 100%
  • Left Ventricle 100%
  • Myocardium 50%
  • Heart Function 25%
  • Athletic Training 25%
  64 Citations (Scopus)

• Calcium removal from cardiac ct images using deep convolutional neural network

  Yan, S., Shi, F., Chen, Y., Dey, D., Lee, S. E., Chang, H. J., Li, D. & Xie, Y., 2018 May 23, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 466-469 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Isotopes of Calcium 100%
  • Calcification 66%
  • Computed Tomography Angiography 66%
  • Diagnosis 33%
  • Diagnostic Accuracy 33%
  7 Citations (Scopus)

• Deep learning based coronary artery motion artifact compensation using style-transfer synthesis in ct images

  Jung, S., Lee, S., Jeon, B., Jang, Y. & Chang, H. J., 2018, Simulation and Synthesis in Medical Imaging - Third International Workshop, SASHIMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Goksel, O., Oguz, I., Gooya, A. & Burgos, N. (eds.). Springer Verlag, p. 100-110 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11037 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Motion 100%
  • Coronary Artery 66%
  • Coronary Computed Tomography Angiography 33%
  • Learning 33%
  • Coronary Artery Disease 16%
  6 Citations (Scopus)

• Fully automatic segmentation of coronary arteries based on deep neural network in intravascular ultrasound images

  Kim, S., Jang, Y., Jeon, B., Hong, Y., Shim, H. & Chang, H., 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. 161-168 8 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 proceeding › Conference contribution

  • Ultrasound Image 100%
  • Segmentation 66%
  • Entropy 33%
  • Convolutional Neural Network 33%
  • Network Address 33%
  37 Citations (Scopus)
• 2017

  A method for classifying medical images using transfer learning: A pilot study on histopathology of breast cancer

  Chang, J., Yu, J., Han, T., Chang, H. J. & Park, E., 2017 Dec 14, 2017 IEEE 19th International Conference on e-Health Networking, Applications and Services, Healthcom 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (2017 IEEE 19th International Conference on e-Health Networking, Applications and Services, Healthcom 2017; vol. 2017-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Simulation Mode 100%
  • Transfer Learning 100%
  • Breast Cancer 100%
  • Transfer of Learning 100%
  • Classification 66%
  111 Citations (Scopus)

• Coronary luminal and wall mask prediction using convolutional neural network

  Hong, Y., Hong, Y. M., Jang, Y., Kim, S., Jeon, B., Jung, S., Ha, S., Han, D., Shim, H. & Chang, H. J., 2017 Jun 15, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 1049-1052 4 p. 7950696. (Proceedings - International Symposium on Biomedical Imaging).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Convolutional Network 100%
  • Convolutional Neural Network 66%
  • Probability 66%
  • Segmentation 33%
  • Ultrasound 33%
  4 Citations (Scopus)

• Nonrigid 2D registration of fluoroscopic coronary artery image sequence with propagated deformation field

  Park, T., Shin, S. Y., Hong, Y., Lee, S., Chang, H. J. & Yun, I. D., 2017, Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 101371W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10137).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Primary Structure 100%
  • Stages 75%
  • Coronary Artery 75%
  • Deformation Field 50%
  • Procedure 50%
• 2016

  Smart Refrigerator for healthcare using food image classification

  Kwon, T., Park, E. & Chang, H., 2016 Oct 2, ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 483-484 2 p. (ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Foods 100%
  • Refrigerators 50%
  • Refrigerator 50%
  • Classification 33%
  • Information 33%
  12 Citations (Scopus)
• 2015

  Metal ion sensing solution containing double crossover DNA

  Park, B., Dugasani, S. R., Cho, Y., Oh, J., Kim, C., Seo, M. A., Lee, T., Jhon, Y. M., Woo, D. H., Lee, S., Jun, S. C., Park, S. H. & Kim, J. H., 2015, Fifth Asia-Pacific Optical Sensors Conference, APOS 2015. Lee, B., Rao, Y. & Lee, S. B. (eds.). SPIE, 96553A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9655).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Metal Ion 100%
  • Photoluminescence 80%
  • Detection 80%
  • Copper Ion 60%
  • Optical Property 40%

• Supercontinuum generation through DNA-filled hollow core fiber for broadband absorption spectroscopy

  Cho, Y., Park, B., Oh, J., Seo, M. A., Lee, K., Kim, C., Lee, T., Woo, D. H., Lee, S., Kim, H. M., Lee, H. J., Oh, K., Yeom, D. I., Park, S. H. & Kim, J. H., 2015, Fifth Asia-Pacific Optical Sensors Conference, APOS 2015. Lee, B., Rao, Y. & Lee, S. B. (eds.). SPIE, 96552B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9655).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Copper Ion 100%
  • Deoxyribonucleic Acid 83%
  • DNA 83%
  • Bandwidth 66%
  • Hollow Core Fibre 66%
• 2014

  Four-wave mixing in copper ion modified-DNA nanostructure in solution

  Park, B., Reddy, D. S., Seo, M. A., Lee, T., Jun, S. C., Lee, S., Park, S. H., Rotermund, F., Kim, J. H. & Kim, C., 2014, 2014 OptoElectronics and Communication Conference, OECC 2014 and Australian Conference on Optical Fibre Technology, ACOFT 2014. IEEE Computer Society, p. 54-55 2 p. 6887992. (2014 OptoElectronics and Communication Conference, OECC 2014 and Australian Conference on Optical Fibre Technology, ACOFT 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Four-Wave Mixing 100%
  • Ion 66%
  • Nanostructure 66%
  • DNA 66%
  • Copper 66%
  2 Citations (Scopus)

• Light transmission with self-assembly DNA monolayers through D-shaped optical fiber

  Jung, W., Son, J. Y., Hwang, J., Paulson, B., Kong, B. J., Park, S. H. & Oh, K., 2014, Light Manipulating Organic Materials and Devices. Nunzi, J.-M. (ed.). SPIE, 918112. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9181).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • DNA 100%
  • Deoxyribonucleic Acid 100%
  • Light 57%
  • Optics 42%
  • Structure 42%
• 2013

  A patient-specific model of virtual ablation for atrial fibrillation

  Kwon, S. S., Yun, Y. H., Hong, S. B., Pak, H. N. & Shim, E. B., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 1522-1525 4 p. 6609802. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Atrial Fibrillation 100%
  • Simulation Mode 100%
  • Patient 85%
  • Left Atrium 42%
  • Computed Tomography 28%
  6 Citations (Scopus)
• 2012

  Drug-eluting stent in malignant biliary obstruction

  Lee, D. K. & Jang, S. I., 2012, Nanosystems in Engineering and Medicine. 85483P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8548).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Stent 100%
  • Drug 50%
  • Cholestasis 50%
  • Neoplasm 37%
  • Survival 25%
  1 Citation (Scopus)
• 2011

  Closed-chamber test of airborne allergen removal by an electrical air cleaner

  Kim, H. J., Han, B., Kim, Y. J., Lee, S. H. & Park, J. W., 2011, 12th International Conference on Indoor Air Quality and Climate 2011. p. 2017-2018 2 p. (12th International Conference on Indoor Air Quality and Climate 2011; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Selective sinoatrial node optical mapping to investigate the mechanism of sinus rate acceleration

  Lin, S. F., Shinohara, T., Joung, B. & Chen, P. S., 2011, Photonic Therapeutics and Diagnostics VII. 78832Z. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7883).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sinoatrial Node 100%
  • Optics 25%
  • Acceleration 12%
  • Membrane Potential 6%
  • Adrenergic Stimulation 6%
• 2008

  TGFβ plasmid construction and delivery for the prevention of type 1 diabetes

  Park, L., Lee, E., Lee, S., Lim, M., Hong, H., Shin, G. & Park, Y., 2008 Dec, Immunology of Diabetes V From Bench to Bedside. Blackwell Publishing Inc., p. 177-182 6 p. (Annals of the New York Academy of Sciences; vol. 1150).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cytokine 100%
  • Point Group T 66%
  • CD25 50%
  • Autoimmune Diabetes 50%
  • In Vitro 33%
  7 Citations (Scopus)
• 2007

  Estimation of an aortic pressure waveform from radial pulse using ARX model

  Jeon, Y. J., Eom, Y. S., Hwang, J. O., Yang, H. K., Im, J. J., Park, S. H. & Jung, N. S., 2007, IFMBE Proceedings. Kim, S. I. & Suh, T. S. (eds.). 1 ed. Springer Verlag, p. 783-786 4 p. (IFMBE Proceedings; vol. 14, no. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Legume 100%
  • Pulses 75%
  • Aortic Pressure 62%
  • Pulse Rate 50%
  • Pressure 50%
  1 Citation (Scopus)

• Improvement of an algorithm for the detection of augmentation point from the aortic pressure waveform

  Jeon, Y. J., Eom, Y. S., Hwang, J. O., Yang, H. K., Im, J. J., Park, S. H. & Jung, N. S., 2007, IFMBE Proceedings. Kim, S. I. & Suh, T. S. (eds.). 1 ed. Springer Verlag, p. 1123-1126 4 p. (IFMBE Proceedings; vol. 14, no. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Detection 100%
  • Algorithms 85%
  • Notch 71%
  • Waveform 42%
  • Arterial Stiffness 42%

• Risk stratification for LDL cholesterol using induction technique

  Ho, S. H., Park, H. Y., Jang, Y. & Jee, S. H., 2007 Dec 1, MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics: Building Sustainable Health Systems. Vol. 129. p. 571-575 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Low Density Lipoprotein Cholesterol 100%
  • Cholesterol 100%
  • Classification 66%
  • Regression Tree 66%
  • Tree 66%

• Risk stratification for LDL cholesterol using induction technique

  Ho, S. H., Park, H. Y., Jang, Y. S. & Jee, S. H., 2007, MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics: Building Sustainable Health Systems. IOS Press, p. 571-575 5 p. (Studies in Health Technology and Informatics; vol. 129).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Low Density Lipoprotein Cholesterol 100%
  • Cholesterol 100%
  • Classification 66%
  • Regression Tree 66%
  • Tree 66%
  1 Citation (Scopus)
• 2004

  Animal implantation study of surface modified stents grafted with sulfonated PEG: Blood compatibility and restenosis

  Kim, Y. H., Yoo, Y. M., Song, D. M., Kim, S. H., Jung, Y., Ko, Y. G., Jang, Y. & Chung, K. H., 2004, Transactions - 7th World Biomaterials Congress. p. 1665 1 p. (Transactions - 7th World Biomaterials Congress).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Stent 100%
  • Platelet 75%
  • Adhesion 75%
  • Platelets 75%
  • Modified Surface 75%
  1 Citation (Scopus)
• 1990

  Body fat content and distribution in diabetics

  Kim, Y. L., Cho, Y. W., Lee, K. W., Lim, S. K., Lee, H. C., Huh, K. B., Kim, E. K. & Lee, K. Y., 1990, Recent advances in insulin therapy: proceedings of the 5th Korea-Japan Symposium on Diabetes Mellitus. ICS867. Lee, T. H., Huh, K. B., Baba, S., Lee, T. H., Huh, K. B. & Baba, S. (eds.). Elsevier Science Publishers B.V., p. 179-182 4 p. (Recent advances in insulin therapy: proceedings of the 5th Korea-Japan Symposium on Diabetes Mellitus. ICS867).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Clinico-biochemical features of hospitalized Korean diabetics

  Huh, K. B., Kim, H. M., Cho, Y. W., Lee, E. J., Kim, Y. L., Lee, K. W., Li m, S. K., Kim, K. R., Lee, H. C. & Kim, D. H., 1990, Recent advances in insulin therapy: proceedings of the 5th Korea-Japan Symposium on Diabetes Mellitus. ICS867. Lee, T. H., Huh, K. B., Baba, S., Lee, T. H., Huh, K. B. & Baba, S. (eds.). Elsevier Science Publishers B.V., p. 193-198 6 p. (Recent advances in insulin therapy: proceedings of the 5th Korea-Japan Symposium on Diabetes Mellitus. ICS867).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Effect of streptozotocin on glucose metabolism of nutritionally deprived wistar rat

  Huh, K. B., Lee, E. J., Lee, H. C., Lee, K. W. & Kim, Y. L., 1990, Recent advances in insulin therapy: proceedings of the 5th Korea-Japan Symposium on Diabetes Mellitus. ICS867. Lee, T. H., Huh, K. B., Baba, S., Lee, T. H., Huh, K. B. & Baba, S. (eds.). Elsevier Science Publishers B.V., p. 299-303 5 p. (Recent advances in insulin therapy: proceedings of the 5th Korea-Japan Symposium on Diabetes Mellitus. ICS867).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Islet cell surface antibodies in Korean diabetics

  Lee, H. C., Lee, K. W., Cho, Y. W., Kim, Y. L., Lim, S. K., Kim, K. R. & Huh, K. B., 1990, Recent advances in insulin therapy: proceedings of the 5th Korea-Japan Symposium on Diabetes Mellitus. ICS867. Lee, T. H., Huh, K. B., Baba, S., Lee, T. H., Huh, K. B. & Baba, S. (eds.). Elsevier Science Publishers B.V., p. 155-158 4 p. (Recent advances in insulin therapy: proceedings of the 5th Korea-Japan Symposium on Diabetes Mellitus. ICS867).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution