Jang-Hwan Choi

Associate Professor, Department of Artificial Intelligence, Ewha Womans University

Joined

November 2023

Names

Jang-Hwan Choi (Preferred)

Emails

****@ewha.ac.kr (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Associate Professor

Department of Artificial Intelligence, Ewha Womans University (ewha.ac.kr)

2017 – Present

PhD student

Department of Mechanical Engineering, Stanford University (stanford.edu)

2010 – 2015

MS student

Department of Mechanical Engineering, Stanford University (stanford.edu)

2008 – 2010

Advisors, Relations & Conflicts

Postdoc Advisor

Rebecca Fahrig

2015 – 2015

PhD Advisor

Rebecca Fahrig

2010 – 2015

Expertise

Computer Vision

2015 – 2023

Medical Image Processing

2008 – 2023

Image Processing

2008 – 2023

Publications

A multi-kernel and multi-scale learning based deep ensemble model for predicting recurrence of non-small cell lung cancer
Gihyeon Kim, Young Mi Park, Hyun Jung Yoon, Jang-Hwan Choi
- Published: 01 Jan 2023, Last Modified: 15 Nov 2023
- PeerJ Comput. Sci. 2023
- Readers: Everyone
No-reference perceptual CT image quality assessment based on a self-supervised learning framework
Wonkyeong Lee, Eunbyeol Cho, Wonjin Kim, Hyebin Choi, Kyongmin Sarah Beck, Hyun Jung Yoon, Jongduk Baek, Jang-Hwan Choi
- Published: 01 Jan 2022, Last Modified: 15 Nov 2023
- Mach. Learn. Sci. Technol. 2022
- Readers: Everyone
Deep Denoising Network for X-Ray Fluoroscopic Image Sequences of Moving Objects
Wonjin Kim, Wonkyeong Lee, Sun-Young Jeon, Nayeon Kang, Geonhui Jo, Jang-Hwan Choi
- Published: 01 Jan 2022, Last Modified: 05 Nov 2023
- MLMIR@MICCAI 2022
- Readers: Everyone
Unsupervised Domain Adaptation for Low-Dose Computed Tomography Denoising
Jaa-Yeon Lee, Wonjin Kim, Yebin Lee, Ji-Yeon Lee, Eunji Ko, Jang-Hwan Choi
- Published: 01 Jan 2022, Last Modified: 15 Nov 2023
- IEEE Access 2022
- Readers: Everyone
Deep Learning with Multimodal Integration for Predicting Recurrence in Patients with Non-Small Cell Lung Cancer
Gihyeon Kim, Sehwa Moon, Jang-Hwan Choi
- Published: 01 Jan 2022, Last Modified: 15 Nov 2023
- Sensors 2022
- Readers: Everyone
Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements
Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas Maier
- Published: 01 Jan 2022, Last Modified: 15 Nov 2023
- IEEE Trans. Biomed. Eng. 2022
- Readers: Everyone
Integration of 2D iteration and a 3D CNN-based model for multi-type artifact suppression in C-arm cone-beam CT
Dahim Choi, Wonjin Kim, Jiyeon Lee, Mina Han, Jongduk Baek, Jang-Hwan Choi
- Published: 01 Jan 2021, Last Modified: 15 Nov 2023
- Mach. Vis. Appl. 2021
- Readers: Everyone
Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements
Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier
- Published: 01 Jan 2021, Last Modified: 15 Nov 2023
- CoRR 2021
- Readers: Everyone
3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT
Jennifer Maier, Andreas K. Maier, Bjoern M. Eskofier, Rebecca Fahrig, Jang-Hwan Choi
- Published: 01 Jan 2021, Last Modified: 15 Nov 2023
- IEEE Access 2021
- Readers: Everyone
Abstract: Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee
Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier
- Published: 01 Jan 2021, Last Modified: 15 Nov 2023
- Bildverarbeitung für die Medizin 2021
- Readers: Everyone

View all 16 publications

Co-Authors

View all 123 co-authors