I am a Robot Vision Engineer at Livsmed, in South Korea.
I am developing a vision-based system to estimate the 6D pose of surgical instruments and robots using computer vision.
At KAIST, I developed a deep learning model for contour tracking of live cells,
supervised by Dr. Tae-kyun Kim.
At Boston Children's Hospital, I worked as a research assistant, supervised by Dr. Kwonmoo Lee, developing a deep learning-based pipeline for live cell segmentation.
At Worcester Polytechnic Institute, I conducted a research on predicting suicide attempts among women for my thesis project, supervised by
Dr. Dmitry Korkin
My research interest is in Computer Vision for Healthcare.
Combined Application of Deep Learning and Conventional Computer Vision for Kidney Ultrasound Image Classification in Chronic Kidney Disease: Preliminary Study.
Patrick Svrcek*, Junbong Jang*, Connie Ge, Hajeong Lee, Young Hwan Kim
*equal contribution
Ultrasonography, 2025
Medical Label Tool website for cropping ultrasound videos to anonymize patient data
Junbong Jang
Exploring Deep Learning Applications using Ultrasound Single View Cines in Acute Gallbladder Pathologies: Preliminary results
Connie Ge*, Junbong Jang*, Patrick Svrcek, Victoria Fleming, Young Hwan Kim
*equal contribution
Academic Radiology, 2024
Unsupervised Contour Tracking of Live Cells by Mechanical and Cycle Consistency Losses
Junbong Jang, Kwonmoo Lee, Tae-Kyun Kim
Computer Vision and Pattern Recognition (CVPR), 2023
Project Page / Paper / Code
Unravelling psychiatric heterogeneity and predicting suicide attempts in women with trauma-related dissociation using artificial intelligence
Suhas Srinivasan, Nathaniel G. Harnett, Liang Zhang, M. Kathryn Dahlgren, Junbong Jang, Senbao Lu, Benjamin C Nephew, Cori A Palermo, Xi Pan, Mohamed Y Eltabakh, Blaise B. Frederick, Staci A. Gruber, Milissa L. Kaufman, Jean King, Kerry J. Ressler, Sherry Winternitz, Dmitry Korkin, and Lauren A. M. Lebois.
European Journal of Psychotraumatology, 2022
A deep learning-based segmentation pipeline for profiling cellular morphodynamics using multiple types of live cell microscopy
Junbong Jang*, Chuangqi Wang*, Xitong Zhang, Hee June Choi, Xiang Pan, Bolun Lin, Yudong Yu, Carly Whittle, Madison Ryan, Yenyu Chen, Kwonmoo Lee
Cell Reports Methods, 2021
Copyright © Junbong Jang