• Yonsei University LAIBI

  • Lab of Artificial Intelligence
    in Biomedical Imaging

  • Contact LAIBI

Research

Publication

  • 2021
  • Deep Learning Models for the Prediction of Intraoperative Hypotension
  • Solam Lee, Hyungchul Lee, Yu Seong Chu, *Sejung Yang, *Sang Baek Go

  • British Journal of Anaesthesia, Feb. 2021 (IF: 6.199), 2021

  • 2020
  • Analysis of Random Dynamics of Cell Segmented by a Modified Active Contour Method
  • Ji Yeon Hyun, Seungeon Ha, Jongmin Baek, Junghun Han, Honggi An, Sung-Hun Woo,Yoon Suk Kim , Sang Woo Lee, *Sejung Yang, and *Sei Young Lee

  • 10(19), 6806, Applied Sciences, Sep. 2020 (IF: 2.474), 2020

  • 2020
  • Variable Membrane Dielectric Polarization Characteristic in Individual Live Cells
  • Insu Park, Jong Won Lim, Sung Hoon Kim, Seungyeop Choi, Kwan Hwi Ko, Myung Gu Son, Woo-Jin Chang, Young Ro Yoon, Sejung Yang, Jaehong Key, Yoon Suk Kim, Kilho Eom, Rashid Bashir, Sei Young Lee, and Sang Woo Lee

  • vol. 11, 7197-7203, The journal of physical chemistry letters, Aug. 2020 (IF: 6.710), 2020

  • 2020
  • Clinically Applicable Deep Learning Framework for Measurement of the Extent of Hair Loss in Patients With Alopecia Areata
  • Solam Lee, Jong Won Lee, Sung Jay Choe, Sejung Yang, Sang Baek Koh, Yeon Soon Ahn, Won-Soo Lee

  • JAMA Dermatology, 156(9), Aug. 2020 (IF: 7.738), 2020

  • 2020
  • A novel automatic segmentation and tracking method to measure cellular dielectrophoretic mobility from individual cell trajectories for high throughput assay
  • Seungyeop Choi, Hyun woo Lee, Se Na Lee, Insu Park, Yoon Suk Kim, Jaehong Key, Sei Young Lee, *Sejung Yang, *Sang Woo Lee

  • 105662, Computer Methods and Programs in Biomedicine, July, 2020 (IF: 3.632), 2020

  • 2020
  • Artificial intelligence in cutaneous oncology
  • Yu Seong Chu, Hong Gi An, *Byungho Oh, *Sejung Yang

  • 7, 318, Frontiers in Medicine, July, 2020 (IF: 3.900), 2020

  • 2020
  • Novel Framework for Knee Arthroscopic Image Enhancement
  • Changi Kim, Junghun Han, Giwon Yoon, Dongjin Kim, and *Sejung Yang

  • Vol.10, pp.1459–1465, Journal of Medical Imaging and Health Informatics, June 2020 (IF: 0.549), 2020

  • 2020
  • Accuracy improvement of quantification information using super-resolution with convolutional neural network for microscopy images
  • Mi-Sun Kang, Eunju Cha, Eunhee Kang, Jong Chul Ye, Nam-Gu Her, Jeong-Woo Oh, Do-Hyun Nam, *Myoung-Hee Kim, *Sejung Yang

  • Vol.58, 101846, Accuracy improvement of quantification information using super-resolution with convolutional neural network for microscopy images, April 2020 (IF: 2.943), 2020

  • 2020
  • Augmented decision-making for acral lentiginous melanoma detection using deep convolutional neural networks
  • Solam Lee, Yu Seong Chu, Sangkyun Yoo, Sooyie Choi, Sung Jay Choe, Sang Baek Koh, Kee Yang Chung, Lei Xing, *Byungho Oh, *Sejung Yang

  • vol.34, issue 8, pp.1842-1850, Journal of the European Academy of Dermatology and Venereology, Jan., 2020 (IF: 5.113), 2020

  • 2019
  • Automated stitching of microscope images of fluorescence in cells with minimal overlap
  • *Ji-Hyun Seo, *Sejung Yang, Mi-Sun Kang, Nam-Gu Her, Do-Hyun Nam, Jang-Hwan Choi, Myoung Hee Kim

  • 102718, Micron, Nov. 2019 (IF: 1.728), 2019

  • 2019
  • A non-human primate model for stable chronic Parkinson’s disease induced by MPTP administration based on individual behavioral quantification
  • Jincheol Seo, Youngjeon Lee, Bom Sahn Kim, Junghyung Park, Sejung Yang, Hai-Jeon Yoon, Jang Yoo, Hyun Soo Park, Jung-Joo Hong, Bon-Sang Koo, Seung Ho Baek, Chang-Yeop Jeon, Jae-Won Huh, Young-Hyun Kim, Sang Je Park, Jinyoung Won Yu-Jin Ahn, Keonwoo Kim, K

  • 311, 277-287, Journal of Neuroscience Methods, Jan. 2019 (IF: 2.668), 2019

  • 2018
  • Comparison between reflectance confocal microscopy and two-photon microscopy in early detection of cutaneous radiation injury in a mouse model in-vivo
  • Won Hyuk Jang, Soonjae Kwon, Sehwan Shim, Won-Suk Jang, Jae Kyung Myung, Sejung Yang, Sunhoo Park, Ki Hean Kim

  • 11(10), e201700337, Journal of Biophotonics, July, 2018 (IF: 3.768), 2018

  • 2018
  • Acral Melanoma Detection using a Convolutional Neural Network for Dermoscopy Images
  • Sejung Yang, *Chanki Yu, Wonoh Kim, Jinwoong Jung, Kee-Yang Chung, Sang Wook Lee, Byungho Oh

  • e0193321, PLoS ONE, March 2018 (IF: 2.806), 2018

  • 2018
  • Error rate of automated calculation for wound surface area using a digital photography
  • Sejung Yang, Junhee Park, Hanuel Lee, J. B. Lee, Byung-Uk Lee, Byungho Oh

  • doi: 10.1111/srt.12398, Skin Research and Technology, Feb. 2018 (IF: 1.662), 2018

  • 2018
  • Brain structural changes in cynomolgus monkeys administered with 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine: a longitudinal voxel-based morphometry and diffusion tensor imaging study
  • Hyeonseok S Jeong, Sang-Rae Lee, Jieun E Kim, In Kyoon Lyoo, Sujung Yoon, Eun Namgung, Kyu-Tae Chang, Bom Sahn Kim, Sejung Yang, Jooyeon J Im, Saerom Jeon, Ilhyang Kang, Jiyoung Ma, Yong-An Chung, Soo Mee Lim

  • PLoS ONE, Jan. 2018 (IF: 2.806), 2018