Researcher profile
Hamid R. Tizhoosh
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Federated Learning and Differential Privacy for Medical Image Analysis
2021 · Research Square
<title>Abstract</title> The artificial intelligence revolution has been spurred forward by the availability of large-scale datasets. In contrast, the paucity of large-scale medical datasets hinders the application of machine learning in healthcare. The lack of publicly …
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Biased data, biased AI: deep networks predict the acquisition site of TCGA images
2023 · Diagnostic Pathology
BACKGROUND: Deep learning models applied to healthcare applications including digital pathology have been increasing their scope and importance in recent years. Many of these models have been trained on The Cancer Genome Atlas (TCGA) atlas …