Lovedeep Gondora
1 indexed paper
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126
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NLP×1
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2026
Learning from Lost Provenance: Multiple Instance Learning for Cancer Registry Tumor Group Classification
The paper presents a method for training deep learning classifiers on cancer registry data using Attention-Based Multiple Instance Learning (ABMIL), allowing the use of operationally-generated patient-level labels without requiring per-report human annotation.
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