SeongTaeKim

Chair for Computer Aided Medical Procedures & Augmented Reality
Lehrstuhl für Informatikanwendungen in der Medizin & Augmented Reality

Dr. Seong Tae Kim

  • Senior Research Scientist

  • Email: seongtae.kim [@] tum.de

Short Curriculum Vitae

2019-now Postdoctoral Research Associate, CAMP - Technische Universität München (TUM), Munich, Germany
2014-2019 Ph.D. Electrical Engineering,Image and Video Systems Laboratory, KAIST(Korea Advanced Institute of Science and Technology), South Korea
under the supervision of Prof. Dr. Yong Man Ro
2015 Visiting Researcher in Department of Electrical and Computer Engineering, University of Toronto, Canada
under the supervision of Prof. Dr. Konstantinos N. Plataniotis
2012-2014 M.S. Electrical Engineering,Image and Video Systems Laboratory, KAIST(Korea Advanced Institute of Science and Technology), South Korea
under the supervision of Prof. Dr. Yong Man Ro
2008-2012 B.S. Electrical Engineering, Korea University, South Korea

Research Interests

  • Deep Learning for Medical Image Analysis
  • Spatio-temporal Learning
  • Explainable/Interpretable Deep Learning
  • Computer-aided Diagnosis

Awards

  • Robert F. Wagner All-Conference Best Student Paper Final Lists Award at SPIE Medical Imaging 2018, Houston, USA
  • Best 10% Paper Award, at IEEE International Conference on Image Processing 2015, Quebec City, Canada
  • Honorable Mentioned Poster Award, at SPIE Medical Imaging 2015, Orlando, USA
  • Research Excellence Award at School of Electrical Engineering, KAIST (2015-2017)
  • 24th Samsung_HumanTech Honorable mentions at Samsung Electronics, 2018
  • 23rd Samsung_HumanTech Paper Award at Samsung Electronics, 2017
  • Best Paper Award, at Korea Multimedia Society (2012, 2016)
  • Semester High Honor, at Korea University (2008, 2011)

Professional Services

  • Reviewer for MICCAI 2019
  • Reviewer for IEEE Transactions on Cybernetics
  • Reviewer for IEEE Transactions on Image Processing
  • Reviewer for IEEE Transactions on Circuits Systems and Video Technology
  • Reviewer for Neurocomputing
  • Reviewer for Computers in Biology and Medicine
  • Reviewer for Computational and Structural Biotechnology Journal
  • Reviewer for Computer Methods and Programs in Biomedicine
  • Reviewer for Digital Signal Processing
  • Session chair at IEEE International Conference on Image Processing 2015 (Computer-assisted Screening and Diagnosis session)

Student Projects

Feel free to contact me by email to any of the following projects.

Available
IDPUnderstanding Medical Images to Generate Reliable Medical Report
(Dr. Shadi Albarqouni, Dr. Seong Tae Kim, Prof. Dr. Nassir Navab)
Master ThesisUncertainty-aware Visual Attention for Interpretable Prediction
(Dr. Seong Tae Kim, Prof. Dr. Nassir Navab)
IDPHuman-like Medical Diagnosis Deep Network by Difficult Sample Detection
(Dr. Seong Tae Kim, Prof. Dr. Nassir Navab)

Publications

Teaching



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