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Author

J. Sivaswamy

2 papers indexed here

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Evidence-Driven Differential Diagnosis of Malignant Melanoma

An anatomic-site aware masked transformer is introduced, which effectively models the patient context by considering all lesions in a patient by considering all lesions in a patient, which can be variable in count, and their site of incidence.

Naren Akash, A. Kaushik, J. Sivaswamy · 4 citations

CheXtriev: Anatomy-Centered Representation for Case-Based Retrieval of Chest Radiographs

This work presents CheXtriev, a graph-based, anatomy-aware framework for chest radiograph retrieval that leverages graph transformers to extract informative features from specific anatomical regions and captures spatial context and the interplay between anatomical location and findings.

Naren Akash, Arihanth Tadanki, J. Sivaswamy · 1 citation

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