Selected Publications
Farazmand, C., Mohan, S., Sagreiya, H., Luger, S., Amorosa, V., Knollmann, F.: Imaging the Patient with Neutropenic Fever from Head to Toe. American Roentgen Ray Society : 2025.
Barinov, L., Baloch, Z., Langer, J., Sagreiya, H.: Deep learning-based risk stratification of indolent thyroid nodules via ultrasound. American Roentgen Ray Society : 2025.
Barinov, L., Sagreiya, H., Sehgal, C., Langer, J.E.: Improving the Diagnostic Risk Stratification of Bethesda Indeterminate Thyroid Nodules via Deep-Learning Based Inference Radiological Society of North America : 2024.
Kim, J., Chae, A., Duda, J., Borthakur, A., Rader, D., Gee, J.C., Kahn, C.E., Witschey, W.R., Sagreiya, H.: Automated Characterization of Abdominal MRI Exams Using Deep Learning. Research Square : 2024.
Lin, C.T., Li, S., Li, P., Jiang, X., Roshkovan, L., Kawamoto, S., Sagreiya, H., Stayman, W., Gang, G.J.: Communicating Variability in Deep Learning CT Reconstruction with Posterior Sampling. Radiological Society of North America : 2024.
Zhang, D.Y., Borthakur, A., Chatterjee, N., Duda, J., Valia, R., Gee, J.C., Kahn, C.E., Sagreiya, H., Ritchie, M.D., Rader, D.J., Witschey, W.R.: Opportunistic Detection of Splenomegaly Using Automated AI-Based Measurements and Reporting of Organ Volumes in the Clinical Workflow Society for Imaging Informatics in Medicine Conference on Machine Intelligence in Medical Imaging : 2024.
Zhang, D.Y., Kumar, R., Dhanaliwala, A., Duda, J.T., Sagreiya, H., Gee, J.C., Kahn, C.E., Ritchie, M.E., Rader, D.J., Witschey, W.R.: The phenotypic basis of CT-derived kidney traits and their utility in predicting glomerular filtration rate. Society for Imaging Informatics in Medicine Conference on Machine Intelligence in Medical Imaging : 2024.
Yao, M.S., Chae, A., Kahn, C.E., Witschey, W.R., Gee, J.C., Sagreiya, H., Bastani, O.: Evidence Is All You Need: Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria. arXiv : 2024.
Sagreiya, H., Durot, I., Akhbardeh, A.: An Unsupervised Approach for Treatment Effectiveness Monitoring Using Curvature Learning. Computers 13 (9): 227,2024.
Orangi-Fard, N., Bogdan, A., Sagreiya, H.: Machine learning-based algorithms for at-home respiratory disease monitoring and respiratory assessment. arXiv : 2024.
Michael Wong, Hersh Sagreiya: Has Machine Learning Finally Provided Practical Value for the Healthcare Ecosystem? Pharmaceutical Executive : 2024.
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Academic Contact Information
Hospital of University of Pennsylvania
Department of Radiology
Division of Abdominal Imaging
3400 Spruce Street
Philadelphia,
PA
19104
Phone: 215-614-0351