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Kiyohito Tanaka

Ordinal Multiple-instance Learning for Ulcerative Colitis Severity Estimation with Selective Aggregated Transformer

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Nov 22, 2024
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Self-Relaxed Joint Training: Sample Selection for Severity Estimation with Ordinal Noisy Labels

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Oct 29, 2024
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Deep Bayesian Active Learning-to-Rank with Relative Annotation for Estimation of Ulcerative Colitis Severity

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Sep 10, 2024
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Disease Severity Regression with Continuous Data Augmentation

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Feb 24, 2023
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Deep Bayesian Active-Learning-to-Rank for Endoscopic Image Data

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Aug 05, 2022
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Realistic Endoscopic Image Generation Method Using Virtual-to-real Image-domain Translation

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Jan 13, 2022
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Depth Estimation from Single-shot Monocular Endoscope Image Using Image Domain Adaptation And Edge-Aware Depth Estimation

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Jan 12, 2022
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Order-Guided Disentangled Representation Learning for Ulcerative Colitis Classification with Limited Labels

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Nov 06, 2021
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