Search Results for author: Michael R. Harowicz

Found 2 papers, 0 papers with code

AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets

no code implementations7 May 2024 Fakrul Islam Tushar, Avivah Wang, Lavsen Dahal, Michael R. Harowicz, Kyle J. Lafata, Tina D. Tailor, Joseph Y. Lo

BACKGROUND: Lung cancer's high mortality rate can be mitigated by early detection, which is increasingly reliant on artificial intelligence (AI) for diagnostic imaging.

Benchmarking

Deep Learning for identifying radiogenomic associations in breast cancer

no code implementations29 Nov 2017 Zhe Zhu, Ehab AlBadawy, Ashirbani Saha, Jun Zhang, Michael R. Harowicz, Maciej A. Mazurowski

Results: The best AUC performance for distinguishing molecular subtypes was 0. 65 (95% CI:[0. 57, 0. 71]) and was achieved by the off-the-shelf deep features approach.

Transfer Learning

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