Swarm learning for decentralized artificial intelligence in cancer histopathology
2022 · Nature Medicine · 202 citations
https://doi.org/10.1038/s41591-022-01768-5
T
Titus J. Brinker
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Titus J. Brinker is an academic researcher from German Cancer Research Center. The author has contributed to research in topics: AI in cancer detection & Cutaneous Melanoma Detection and Management & Radiomics and Machine Learning in Medical Imaging. The author has an h-index of 46, co-authored 199 publications.
ORCID: 0000-0002-3620-5919Papers by this author
worksGastrointestinal cancer classification and prognostication from histology using deep learning: Systematic review
2021 · European Journal of Cancer · 177 citations
https://doi.org/10.1016/j.ejca.2021.07.012
Comparing artificial intelligence algorithms to 157 German dermatologists: the melanoma classification benchmark
2019 · European Journal of Cancer · 147 citations
https://doi.org/10.1016/j.ejca.2018.12.016
Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification
2021 · European Journal of Cancer · 105 citations
https://doi.org/10.1016/j.ejca.2021.02.032
Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application
2022 · ESMO Open · 101 citations
https://doi.org/10.1016/j.esmoop.2022.100400
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study
2023 · The Lancet Digital Health · 72 citations
https://doi.org/10.1016/s2589-7500(23)00208-x
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