KNU MEDICINEKyungpook National University College of Medicine

정성문Sungmoon Jeong

직위
조교수
소속교실
의료정보학
연구실
이메일
jeongsm00@gmail.com
홈페이지
https://scholar.google.com/citations?user=nnP9HmMAAAAJ&hl=en

기본정보

(1) Machine Learning / Deep Learning, (2) Developmental Learning, (3) Medical Informatics, (4) AI in Medicine, (5) Cognitive Hospital

학력

  • 2013. 공학박사(전자전기컴퓨터학)
  • 2008. 공학석사(전자공학)

경력

  • 2019-. 경북대학교 의과대학 의료정보학교실
  • 2018-. 경북대학교병원 생명의학연구원 의료인공지능연구센터
  • 2013-2018. 일본국립대학법인 JAIST 정보과학과 지능로봇부 조교수

논문저서

  • Caries detection with tooth surface segmentation on intraoral photographic images using deep learning EY Park, H Cho, S Kang, S Jeong, EK Kim BMC oral Health 22
  • The analysis of nursing diagnoses determined by students for patients in rehabilitation units J Park, S Jeong, Journal of Exercise Rehabilitation 18 (5), 299-307
  • Use of video-ba sed telehealth services using a mobile app for workers in underserved areas during the COVID-19 pandemic: A prospective observational study, HS Park, S Jeong, H Chung, JY Soh, YH Hyun, SH Bang, HS Kim International Journal of Medical Informatics 166, 104844.
  • A worker-centered personal health record app for workplace health promotion using national health care data sets: design and development study HS Park, KI Kim, HY Chung, S Jeong, JY Soh, YH Hyun, HS Kim JMIR medical informatics 9 (8), e29184
  • Quantitative gait analysis of idiopathic normal pressure hydrocephalus using deep learning algorithms on monocular videos S Jeong, H Yu, J Park, K Kang Scientific Reports 11 (1), 1-10
  • Magnetic resonance imaging features of tumor and lymph node to predict clinical outcome in node-positive cervical cancer: A retrospective analysis SH Park, MH Hahm, BK Bae, GO Chong, SY Jeong, S Na, S Jeong, ... Radiation Oncology 15 (1), 1-14
  • Learning proxemics for personalized human–robot social interaction P Patompak, S Jeong, I Nilkhamhang, NY Chong International Journal of Social Robotics 12, 267-280
  • Rapid coverage of regions of interest for environmental monitoring N Pinkam, AAR Newaz, S Jeong, NY Chong Intelligent Service Robotics 12, 393-406
  • A Self-Trainable Depth Perception Method from Eye Pursuit and Motion Parallax T Prucksakorn, S Jeong, NY Chong Robotics and Autonomous Systems
  • Online boundary estimation in partially observable environments using a UAV AAR Newaz, S Jeong, NY Chong Journal of Intelligent & Robotic Systems 90, 505-514
  • Point-wise fusion of distributed gaussian process experts (fudge) using a fully decentralized robot team operating in communication-devo id environment K Tiwari, S Jeong, NY Chong IEEE Transactions on Robotics 34 (3), 820-828
  • UAV-ba sed multiple source localization and contour mapping of radiation fields AAR Newaz, S Jeong, H Lee, H Ryu, NY Chong Robotics and Autonomous Systems 85, 12-25
  • Goal-oriented behavior sequence generation ba sed on semantic commands using multiple timescales recurrent neural network with initial state correction S Jeong, Y Park, R Mallipeddi, J Tani, M Lee Neurocomputing 129, 67-77
  • Autonomous and interactive improvement of binocular visual depth estimation through sensorimotor interaction TA Mann, Y Park, S Jeong, M Lee, Y Choe IEEE Transactions on Autonomous Mental Development 5 (1), 74-84
  • Autonomous emotion development using incremental modified adaptive neuro-fuzzy inference system Q Zhang, S Jeong, M Lee Neurocomputing 86, 33-44
  • Surface ship-wake detection using active sonar and one-class support vector machine S Jeong, SW Ban, S Choi, D Lee, M Lee IEEE Journal of Oceanic Engineering 37 (3), 456-466
  • Neuro-robotics study on integrative learning of proactive visual attention and motor behaviors S Jeong, H Arie, M Lee, J Tani Cognitive neurodynamics 6, 43-59
  • Adaptive ob ject recognition model using incremental feature representation and hierarchical classification S Jeong, M Lee Neural Networks 25, 130-140
  • Laser spot detection-ba sed computer interface system using autoassociative multi la yer perceptron with input-to-output mapping-sensitive error back propagation learning algorithm S Jeong, C Jung, CS Kim, JH Shim, M Lee Optical Engineering 50 (8), 084302-084302-11
  • Stereo saliency map considering affective factors and selective motion analysis in a dynamic environment S Jeong, SW Ban, M Lee Neural networks 21 (10), 1420-1430

SCHOOL OF MEDICINE

100년 역사와 전통으로세계적인 의학교육과 연구를 선도하는경북대학교 의과대학