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Global and Local Interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 data


Sep 10, 2021
Ananya Jana, Carlos D. Minacapelli, Vinod Rustgi, Dimitris Metaxas

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* accepted by SIPAIM 2021, code repository: https://github.com/ananyajana/interpretablecovid19 

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Liver Fibrosis and NAS scoring from CT images using self-supervised learning and texture encoding


Mar 15, 2021
Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris Metaxas

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* 5 pages, 2 figures, accepted at ISBI 2021, code at this URL: https://github.com/ananyajana/fibrosis_code 

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Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data


Sep 22, 2020
Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris Metaxas

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* 6 pages, 3 figures. Accepted in IEEE BIBE 2020 

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