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Ji Young Lee

University of Ulsan - Asan Medical Center

Seoul

Korea, Republic of (South Korea)

  • University of Ulsan - Asan Medical Center

SCHOLARLY PAPERS

3

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114

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56

Scholarly Papers (3)

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1.

Enhancing Diagnosticconfidence and Accuracy in the Optical Diagnosis of Colorectal Polyps Using an Uncertainty-Aware Vision Transformer

Number of pages: 21 Posted: 15 Mar 2024
Youngwan Lee, Sangrok Lee, Eunhyo Jin, Dongheon Lee, Ji Young Lee, Jaeyoung Chun, Ji Young Chang, Hae Yeon Kang, Sun Young Yang, Seon Hee Lim, Goh Eun Chung, Su Jin Chung, Ji Min Choi and Yoo Min Han
Electronics and Telecommunications Research Institute, ModuLab, Seoul National University, Chungnam National University, University of Ulsan - Asan Medical Center, Yonsei University - Gangnam Severance Hospital, Ewha Womans University, Seoul National University, Seoul National University, Seoul National University, Seoul National University, Seoul National University, Seoul National University and Seoul National University
Downloads 59 (970,490)
Citation 56

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optical diagnosis, colorectal cancer, vision transformer, uncertainty quantification, bayesian deep learning

2.

Impact of Uncertainty-Aware Ai on Optical Diagnosis of Colorectal Polyps: Enhancing Accuracy and Confidence of Expert-Level Endoscopists

Number of pages: 26 Posted: 05 Aug 2025
Youngwan Lee, Sangrok Lee, Eunhyo Jin, Dongheon Lee, Ji Young Lee, Jaeyoung Chun, Ji Young Chang, Hae Yeon Kang, Sun Young Yang, Seon Hee Lim, Goh Eun Chung, Su Jin Chung, Ji Min Choi and Yoo Min Han
Electronics and Telecommunications Research Institute, ModuLab, Seoul National University, Chungnam National University, University of Ulsan - Asan Medical Center, Yonsei University - Gangnam Severance Hospital, Ewha Womans University, Seoul National University, Seoul National University, Seoul National University, Seoul National University, Seoul National University, Seoul National University and Seoul National University
Downloads 43 (1,145,425)

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Optical diagnosis, Colorectal cancer, Uncertainty quantification, Bayesian deep learning, Vision transformer

3.

A Clinical Score to Identify Individuals at High Risk of Pancreatic Cancer in the General Population

Number of pages: 21 Posted: 06 Jun 2026
Hyo Jeong Lee, Ji Seon Oh, Sung Won Park, Dongwook Oh, Tae Jun Song, Gwang-Un Kim, Ji Young Choi, Jong Soo Lee, Hye-Sook Chang and Ji Young Lee
University of Ulsan - Asan Medical Center, University of Ulsan - Asan Medical Center, University of Ulsan - Asan Medical Center, University of Ulsan - Asan Medical Center, University of Ulsan - Asan Medical Center, University of Ulsan - Asan Medical Center, University of Ulsan - Asan Medical Center, University of Ulsan - Asan Medical Center, University of Ulsan - Asan Medical Center and University of Ulsan - Asan Medical Center
Downloads 12

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Early Detection of Cancer, Mass Screening, Pancreatic Neoplasms, Risk Assessment