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04/02/2023
The Effect of Counterfactuals on Reading Chest X-rays
This study evaluates the effect of counterfactual explanations on the in...
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10/31/2021
TorchXRayVision: A library of chest X-ray datasets and models
TorchXRayVision is an open source software library for working with ches...
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02/18/2021
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Progressive Exaggeration on Chest X-rays
Motivation: Traditional image attribution methods struggle to satisfacto...
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02/19/2020
Fine tuning U-Net for ultrasound image segmentation: which layers?
Fine-tuning a network which has been trained on a large dataset is an al...
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02/06/2020
On the limits of cross-domain generalization in automated X-ray prediction
This large scale study focuses on quantifying what X-rays diagnostic pre...
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01/21/2020
Breast lesion segmentation in ultrasound images with limited annotated data
Ultrasound (US) is one of the most commonly used imaging modalities in b...
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07/04/2019