A multiple expert algorithm for the binarization of Korean Identity card images. - In Seop Na; Sang-Cheol Park; Ji Woong Kim; Soo-Hyung Kim (CIT, 2008)

Prediction of protein-protein interaction types using association rule based classification. - Sung-Hee Park; José A. Reyes; David R. Gilbert; Ji Woong Kim; Sangsoo Kim (BMC Bioinform., 2009)

A classification approach for genotyping viral sequences based on multidimensional scaling and linear discriminant analysis. - Ji Woong Kim; Yongju Ahn; Kichan Lee; Sung-Hee Park; Sangsoo Kim (BMC Bioinform., 2010)

The Efficient Security Management Measures Using K2-SMS in Case of Security Transport. - Ji Woong Kim; Min Su Kim; Seung-Jae Yoo; Kuinam J. Kim (ICITCS, 2013)

Real-Time Hand Grasp Recognition Using Weakly Supervised Two-Stage Convolutional Neural Networks for Understanding Manipulation Actions. - Ji Woong Kim; Sujeong You; Sang Hoon Ji; Hong Seok Kim (CVPR Workshops, 2017)

Sharing Medical Questionnaries based on Blockchain. - Min-Gyu Kim; Ah Ra Lee; Hwi Jun Kwon; Ji Woong Kim; Il Kon Kim (BIBM, 2018)

Patient-centric medication history recording system using blockchain. - Ji Woong Kim; Ah Ra Lee; Min-Gyu Kim; Il Kon Kim; Eunjoo Lee (BIBM, 2019)

Towards Autonomous Eye Surgery by Combining Deep Imitation Learning with Optimal Control. - Ji Woong Kim; Peiyao Zhang; Peter Gehlbach; Iulian Iordachita; Marin Kobilarov (CoRL, 2020)

Autonomously Navigating a Surgical Tool Inside the Eye by Learning from Demonstration. - Ji Woong Kim; Changyan He; Muller Urias; Peter Gehlbach; Gregory D. Hager; Iulian Iordachita; Marin Kobilarov (ICRA, 2020)

Towards Safer Retinal Surgery through Chance Constraint Optimization and Real-Time Geometry Estimation. - Peiyao Zhang; Ji Woong Kim; Marin Kobilarov (CDC, 2021)

OCT-guided Robotic Subretinal Needle Injections: A Deep Learning-Based Registration Approach. - Kristina Mach; Shuwen Wei; Ji Woong Kim; Alejandro Martin-Gomez; Peiyao Zhang; Jin U. Kang; M. Ali Nasseri; Peter Gehlbach; Nassir Navab; Iulian Iordachita (BIBM, 2022)

Autonomous Needle Navigation in Retinal Microsurgery: Evaluation in ex vivo Porcine Eyes. - Peiyao Zhang; Ji Woong Kim; Peter Gehlbach; Iulian Iordachita; Marin Kobilarov (ICRA, 2023)

Deep Learning Guided Autonomous Retinal Surgery using a Robotic Arm, Microscopy, and iOCT Imaging. - Ji Woong Kim; Shuwen Wei; Peiyao Zhang; Peter Gehlbach; Jin U. Kang; Iulian Iordachita; Marin Kobilarov (CoRR, 2023)

Deep Learning Guided Autonomous Surgery: Guiding Small Needles into Sub-Millimeter Scale Blood Vessels. - Ji Woong Kim; Peiyao Zhang; Peter Gehlbach; Iulian Iordachita; Marin Kobilarov (CoRR, 2023)

Micromanipulation in Surgery: Autonomous Needle Insertion Inside the Eye for Targeted Drug Delivery. - Ji Woong Kim; Peiyao Zhang; Peter Gehlbach; Iulian Iordachita; Marin Kobilarov (CoRR, 2023)

Surgical Robot Transformer (SRT): Imitation Learning for Surgical Tasks. - Ji Woong Kim; Tony Z. Zhao; Samuel Schmidgall; Anton Deguet; Marin Kobilarov; Chelsea Finn; Axel Krieger (CoRL, 2024)

Cooperative vs. Teleoperation Control of the Steady Hand Eye Robot with Adaptive Sclera Force Control: A Comparative Study. - Mojtaba Esfandiari; Ji Woong Kim; Botao Zhao 002; Golchehr Amirkhani; Muhammad Hadi; Peter Gehlbach; Russell H. Taylor; Iulian Iordachita (ICRA, 2024)

Addressing cognitive bias in medical language models. - Samuel Schmidgall; Carl Harris; Ime Essien; Daniel Olshvang; Tawsifur Rahman; Ji Woong Kim; Rojin Ziaei; Jason Eshraghian; Peter Abadir; Rama Chellappa (CoRR, 2024)

General surgery vision transformer: A video pre-trained foundation model for general surgery. - Samuel Schmidgall; Ji Woong Kim; Jeffrey Jopling; Axel Krieger (CoRR, 2024)

Towards Robust Algorithms for Surgical Phase Recognition via Digital Twin-based Scene Representation. - Hao Ding; Yuqian Zhang; Hongchao Shu; Xu Lian; Ji Woong Kim; Axel Krieger; Mathias Unberath (CoRR, 2024)

General-purpose foundation models for increased autonomy in robot-assisted surgery. - Samuel Schmidgall; Ji Woong Kim; Alan Kuntz; Ahmed Ezzat Ghazi; Axel Krieger (Nat. Mac. Intell., 2024)

Evaluation and mitigation of cognitive biases in medical language models. - Samuel Schmidgall; Carl Harris; Ime Essien; Daniel Olshvang; Tawsifur Rahman; Ji Woong Kim; Rojin Ziaei; Jason Eshraghian; Peter Abadir; Rama Chellappa (npj Digit. Medicine, 2024)

Towards Autonomous Retinal Microsurgery Using RGB-D Images. - Ji Woong Kim; Shuwen Wei; Peiyao Zhang; Peter Gehlbach; Jin U. Kang; Iulian Iordachita; Marin Kobilarov (IEEE Robotics Autom. Lett., 2024)

Autonomous Needle Navigation in Subretinal Injections via iOCT. - Peiyao Zhang; Ji Woong Kim; Peter Gehlbach; Iulian Iordachita; Marin Kobilarov (IEEE Robotics Autom. Lett., 2024)

SRT-H: A hierarchical framework for autonomous surgery via language-conditioned imitation learning. - Ji Woong Kim; Juo-Tung Chen; Pascal Hansen; Lucy Xiaoyang Shi; Antony Goldenberg; Samuel Schmidgall; Paul Maria Scheikl; Anton Deguet; Brandon M. White; De Ru Tsai; Richard Jaepyeong Cha; Jeffrey Jopling; et al. (Sci. Robotics, 2025)

Will your next surgeon be a robot? Autonomy and AI in robotic surgery. - Samuel Schmidgall; Justin D. Opfermann; Ji Woong Kim; Axel Krieger (Sci. Robotics, 2025)

SRT-H: A Hierarchical Framework for Autonomous Surgery via Language Conditioned Imitation Learning. - Ji Woong Kim; Juo-Tung Chen; Pascal Hansen; Lucy X. Shi; Antony Goldenberg; Samuel Schmidgall; Paul Maria Scheikl; Anton Deguet; Brandon M. White; De Ru Tsai; Richard Jaepyeong Cha; Jeffrey Jopling; et al. (CoRR, 2025)