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SCHOLARLY PAPERS

2

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102

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56

Scholarly Papers (2)

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
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

Abstract:

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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
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)

Abstract:

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