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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: pinckaers h. 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.
Deep learning assisted mitotic counting for breast cancer.
Balkenhol MCA, Tellez D, Vreuls W, Clahsen PC, Pinckaers H, Ciompi F, Bult P, van der Laak JAWM. Balkenhol MCA, et al. Among authors: pinckaers h. Lab Invest. 2019 Nov;99(11):1596-1606. doi: 10.1038/s41374-019-0275-0. Epub 2019 Jun 20. Lab Invest. 2019. PMID: 31222166 Free article.
Learning to detect lymphocytes in immunohistochemistry with deep learning.
Swiderska-Chadaj Z, Pinckaers H, van Rijthoven M, Balkenhol M, Melnikova M, Geessink O, Manson Q, Sherman M, Polonia A, Parry J, Abubakar M, Litjens G, van der Laak J, Ciompi F. Swiderska-Chadaj Z, et al. Among authors: pinckaers h. Med Image Anal. 2019 Dec;58:101547. doi: 10.1016/j.media.2019.101547. Epub 2019 Aug 21. Med Image Anal. 2019. PMID: 31476576
Artificial Intelligence for Diagnosis and Gleason Grading of Prostate Cancer in Biopsies-Current Status and Next Steps.
Kartasalo K, Bulten W, Delahunt B, Chen PC, Pinckaers H, Olsson H, Ji X, Mulliqi N, Samaratunga H, Tsuzuki T, Lindberg J, Rantalainen M, Wählby C, Litjens G, Ruusuvuori P, Egevad L, Eklund M. Kartasalo K, et al. Among authors: pinckaers h. Eur Urol Focus. 2021 Jul;7(4):687-691. doi: 10.1016/j.euf.2021.07.002. Epub 2021 Aug 12. Eur Urol Focus. 2021. PMID: 34393083 Free article. Review.
Gigapixel end-to-end training using streaming and attention.
Dooper S, Pinckaers H, Aswolinskiy W, Hebeda K, Jarkman S, van der Laak J, Litjens G; BIGPICTURE Consortium. Electronic address: https://www.bigpicture.eu. Dooper S, et al. Among authors: pinckaers h. Med Image Anal. 2023 Aug;88:102881. doi: 10.1016/j.media.2023.102881. Epub 2023 Jun 26. Med Image Anal. 2023. PMID: 37437452 Free article.
12 results