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Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge.
Bulten W, Kartasalo K, Chen PC, Ström P, Pinckaers H, Nagpal K, Cai Y, Steiner DF, van Boven H, Vink R, Hulsbergen-van de Kaa C, van der Laak J, Amin MB, Evans AJ, van der Kwast T, Allan R, Humphrey PA, Grönberg H, Samaratunga H, Delahunt B, Tsuzuki T, Häkkinen T, Egevad L, Demkin M, Dane S, Tan F, Valkonen M, Corrado GS, Peng L, Mermel CH, Ruusuvuori P, Litjens G, Eklund M; PANDA challenge consortium. Bulten W, et al. Among authors: chen pc. Nat Med. 2022 Jan;28(1):154-163. doi: 10.1038/s41591-021-01620-2. Epub 2022 Jan 13. Nat Med. 2022. PMID: 35027755 Free PMC article.
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.
Azizi S, Culp L, Freyberg J, Mustafa B, Baur S, Kornblith S, Chen T, Tomasev N, Mitrović J, Strachan P, Mahdavi SS, Wulczyn E, Babenko B, Walker M, Loh A, Chen PC, Liu Y, Bavishi P, McKinney SM, Winkens J, Roy AG, Beaver Z, Ryan F, Krogue J, Etemadi M, Telang U, Liu Y, Peng L, Corrado GS, Webster DR, Fleet D, Hinton G, Houlsby N, Karthikesalingam A, Norouzi M, Natarajan V. Azizi S, et al. Among authors: chen pc, chen t. Nat Biomed Eng. 2023 Jun;7(6):756-779. doi: 10.1038/s41551-023-01049-7. Epub 2023 Jun 8. Nat Biomed Eng. 2023. PMID: 37291435
Closing the translation gap: AI applications in digital pathology.
Steiner DF, Chen PC, Mermel CH. Steiner DF, et al. Among authors: chen pc. Biochim Biophys Acta Rev Cancer. 2021 Jan;1875(1):188452. doi: 10.1016/j.bbcan.2020.188452. Epub 2020 Oct 13. Biochim Biophys Acta Rev Cancer. 2021. PMID: 33065195 Free article. Review.
Comparative analysis of machine learning approaches to classify tumor mutation burden in lung adenocarcinoma using histopathology images.
Sadhwani A, Chang HW, Behrooz A, Brown T, Auvigne-Flament I, Patel H, Findlater R, Velez V, Tan F, Tekiela K, Wulczyn E, Yi ES, Mermel CH, Hanks D, Chen PC, Kulig K, Batenchuk C, Steiner DF, Cimermancic P. Sadhwani A, et al. Among authors: chen pc. Sci Rep. 2021 Aug 16;11(1):16605. doi: 10.1038/s41598-021-95747-4. Sci Rep. 2021. PMID: 34400666 Free PMC article.
Deep learning models for histologic grading of breast cancer and association with disease prognosis.
Jaroensri R, Wulczyn E, Hegde N, Brown T, Flament-Auvigne I, Tan F, Cai Y, Nagpal K, Rakha EA, Dabbs DJ, Olson N, Wren JH, Thompson EE, Seetao E, Robinson C, Miao M, Beckers F, Corrado GS, Peng LH, Mermel CH, Liu Y, Steiner DF, Chen PC. Jaroensri R, et al. Among authors: chen pc. NPJ Breast Cancer. 2022 Oct 4;8(1):113. doi: 10.1038/s41523-022-00478-y. NPJ Breast Cancer. 2022. PMID: 36192400 Free PMC article.
2,003 results