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Dmitry Karpeyev

University of Chicago(US)

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29

Papers

3.0K

Citations

12

h-index

13

i10-index

Dmitry Karpeyev is an academic researcher from University of Chicago. The author has contributed to research in topics: Distributed and Parallel Computing Systems & Parallel Computing and Optimization Techniques & Radiomics and Machine Learning in Medical Imaging. The author has an h-index of 12, co-authored 25 publications.

Research Topics

Distributed and Parallel Computing Systems Parallel Computing and Optimization Techniques Radiomics and Machine Learning in Medical Imaging Physics of Superconductivity and Magnetism AI in cancer detection

Papers by this author

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Uncertainty-informed deep learning models enable high-confidence predictions for digital histopathology

2022 · Nature Communications · 115 citations

https://doi.org/10.1038/s41467-022-34025-x

James M. Dolezal Andrew Srisuwananukorn Dmitry Karpeyev Siddhi Ramesh

Deep learning generates synthetic cancer histology for explainability and education

2023 · npj Precision Oncology · 63 citations

https://doi.org/10.1038/s41698-023-00399-4

James M. Dolezal Rachelle Wolk Hanna M. Hieromnimon Frederick M. Howard

Research topics

topics

Distributed and Parallel Computing Systems

Parallel Computing and Optimization Techniques

Radiomics and Machine Learning in Medical Imaging

Physics of Superconductivity and Magnetism

AI in cancer detection

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