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09/05/2023
Anatomy-Driven Pathology Detection on Chest X-rays
Pathology detection and delineation enables the automatic interpretation...
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08/09/2023
Unlocking the Diagnostic Potential of ECG through Knowledge Transfer from Cardiac MRI
The electrocardiogram (ECG) is a widely available diagnostic tool that a...
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07/13/2023
Explainable 2D Vision Models for 3D Medical Data
Training Artificial Intelligence (AI) models on three-dimensional image ...
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04/17/2023
Interactive and Explainable Region-guided Radiology Report Generation
The automatic generation of radiology reports has the potential to assis...
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03/03/2023
Robust Detection Outcome: A Metric for Pathology Detection in Medical Images
Detection of pathologies is a fundamental task in medical imaging and th...
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11/14/2022
The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images
Image-text contrastive learning has proven effective for pretraining med...
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12/06/2021
Joint Learning of Localized Representations from Medical Images and Reports
Contrastive learning has proven effective for pre-training image models ...
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02/13/2021