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Mehak Aggarwal
Mehak Aggarwal
Harvard University
Artificial intelligence
Deep learning
Medical imaging
Computer science
Salience (neuroscience)
3
Papers
24
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Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging
2020
medRxiv
Nishanth Thumbavanam 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
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Citations (16)
Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19
2020
medRxiv
Matthew D. Li
Nishanth Thumbavanam Arun
Mehak Aggarwal
Sharut Gupta
Praveer Singh
Brent P. Little
Dexter P. Mendoza
Gustavo C.A. Corradi
Marcelo S Takahashi
Suely F Ferraciolli
Marc David Succi
Min Lang
Bernardo Bizzo
Ittai Dayan
Felipe C Kitamura
Jayashree Kalpathy-Cramer
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Citations (7)
Towards Trainable Saliency Maps in Medical Imaging.
2020
Mehak Aggarwal
Nishanth Thumbavanam Arun
Sharut Gupta
Ashwin Vaswani
Bryan Chen
Matthew D. Li
Ken Chang
Jay B. Patel
Katherine Hoebel
Mishka Gidwani
Jayashree Kalpathy-Cramer
Praveer Singh
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Citations (1)
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