Dr. Walter Mankowski Profile

Dr. Walter Mankowski

at Univ. of Pennsylvania

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Publications (2)

Proceedings Article | 7 April 2023 Presentation + Paper

A radiomics-based model for the outcome prediction in COVID-19 positive patients through deep learning with both longitudinal chest x-ray and chest computed tomography images

Chunrui Zou, Walter Mankowski, Lauren Pantalone, Shefali Setia Verma, Eduardo Mortani Barbosa, Tessa Cook, Peter Noel, Erica Carpenter, Jeffrey Thompson, Russell Shinohara, Sharyn Katz, Despina Kontos

Proceedings Volume 12465, 124650C (2023) https://doi.org/10.1117/12.2655506

KEYWORDS: Chest imaging, Radiomics, Feature extraction, Image segmentation, X-ray computed tomography, COVID 19, Lung, Medical imaging, Computed tomography, Deep learning

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Proceedings Article | 13 July 2022 Paper

External validation of an AI-driven breast cancer risk prediction model in a racially diverse cohort of women undergoing mammographic screening

Aimilia Gastounioti, Mikael Eriksson, Eric Cohen, Walter Mankowski, Lauren Pantalone, Anne Marie McCarthy, Despina Kontos, Per Hall, Emily Conant

Proceedings Volume 12286, 1228617 (2022) https://doi.org/10.1117/12.2627140

KEYWORDS: Breast cancer, Artificial intelligence, Breast, Digital mammography, Machine learning

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