Pan-cancer image-based detection of clinically actionable genetic alterations
2020 · Nature Cancer · 600 citations
https://doi.org/10.1038/s43018-020-0087-6
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Chiara Maria Lavinia Loeffler
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Chiara Maria Lavinia Loeffler is an academic researcher from Helmholtz-Zentrum Dresden-Rossendorf. The author has contributed to research in topics: AI in cancer detection & Radiomics and Machine Learning in Medical Imaging & Cancer Genomics and Diagnostics. The author has an h-index of 14, co-authored 40 publications.
ORCID: 0009-0002-9659-5194Papers by this author
worksClassical mathematical models for prediction of response to chemotherapy and immunotherapy
2022 · PLoS Computational Biology · 95 citations
https://doi.org/10.1371/journal.pcbi.1009822
Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology
2023 · npj Precision Oncology · 79 citations
https://doi.org/10.1038/s41698-023-00365-0
An overview and a roadmap for artificial intelligence in hematology and oncology
2023 · Journal of Cancer Research and Clinical Oncology · 75 citations
https://doi.org/10.1007/s00432-023-04667-5
Multimodal histopathologic models stratify hormone receptor-positive early breast cancer
2025 · Nature Communications · 33 citations
https://doi.org/10.1038/s41467-025-57283-x
Characterisation of tumour-immune phenotypes and PD-L1 positivity in squamous bladder cancer
2023 · BMC Cancer · 12 citations
https://doi.org/10.1186/s12885-023-10576-0
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