Research output per year
Research output per year
Research output
Search results
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2023
Scale-Aware Multi-Instance Learning for Early Prognosis of Subjects at Risk of Developing Hepatocellular Carcinoma
Jana, A., Arunachalam, R., Minacapelli, C. D., Catalano, K., Catalano, C., Rustgi, V. & Metaxas, D., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2021
Global and local interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 data
Jana, A., Minacapelli, C. D., Rustgi, V. & Metaxas, D., 2021, 17th International Symposium on Medical Information Processing and Analysis. Romero, E., Costa, E. T., Brieva, J., Rittner, L., Linguraru, M. G. & Lepore, N. (eds.). SPIE, 120880A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12088).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Liver fibrosis and nas scoring from CT images using self-supervised learning and texture encoding
Jana, A., Qu, H., Minacapelli, C. D., Catalano, C., Rustgi, V. & Metaxas, D., Apr 13 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 1553-1557 5 p. 9433920. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
2020
Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data
Jana, A., Qu, H., Rattan, P., Minacapelli, C. D., Rustgi, V. & Metaxas, D., Oct 2020, Proceedings - IEEE 20th International Conference on Bioinformatics and Bioengineering, BIBE 2020. Institute of Electrical and Electronics Engineers Inc., p. 981-986 6 p. 9288092. (Proceedings - IEEE 20th International Conference on Bioinformatics and Bioengineering, BIBE 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access