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Dictionary-based Pathology Mining with Hard-instance-assisted Classifier Debiasing for Genetic Biomarker Prediction from WSIs

Year: 2026

Type: article

Abstract: Bio in genetic biomarker diagnosis and potential clinical utility in survival analysis. Code, patient-level dataset splits, patch coordinates, and preprocessing scripts will be available at https://github.com/DeepMed-Lab-ECNU/D2Bio.

Source: IEEE Transactions on Medical Imaging

DOI: 10.1109/tmi.2026.3735360

Authors: Ling Zhang, Boxiang Yun, Ting Jin, Qingli Li, Xinxing Li, Yan Wang

Institutions: East China Normal University, Tongji University

Language: English

Topic: AI in cancer detection

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: green

Funders: National Natural Science Foundation of China, Science and Technology Commission of Shanghai Municipality, Shanghai Rising-Star Program

Awards: G1361916995, G1495272267, G2368560517, G266825169, G4546328587

OpenAlex ID: W7147709106

FWCI: 3.535

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Cited by: 1

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