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Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging



Nishanth Arun , Nathan Gaw , Praveer Singh , Ken Chang , Mehak Aggarwal , Bryan Chen , Katharina Hoebel , Sharut Gupta , Jay Patel , Mishka Gidwani , Julius Adebayo , Matthew D. Li , Jayashree Kalpathy-Cramer

* Submitted to Nature Machine Intelligence. First four authors contributed equally to this work 

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Assessing the validity of saliency maps for abnormality localization in medical imaging



Nishanth Thumbavanam Arun , Nathan Gaw , Praveer Singh , Ken Chang , Katharina Viktoria Hoebel , Jay Patel , Mishka Gidwani , Jayashree Kalpathy-Cramer


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