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Predicting prostate cancer specific-mortality with artificial intelligence-based Gleason grading.
Wulczyn E, Nagpal K, Symonds M, Moran M, Plass M, Reihs R, Nader F, Tan F, Cai Y, Brown T, Flament-Auvigne I, Amin MB, Stumpe MC, Müller H, Regitnig P, Holzinger A, Corrado GS, Peng LH, Chen PC, Steiner DF, Zatloukal K, Liu Y, Mermel CH. Wulczyn E, et al. Among authors: plass m. Commun Med (Lond). 2021 Jun 30;1:10. doi: 10.1038/s43856-021-00005-3. eCollection 2021. Commun Med (Lond). 2021. PMID: 35602201 Free PMC article.
Interpretable survival prediction for colorectal cancer using deep learning.
Wulczyn E, Steiner DF, Moran M, Plass M, Reihs R, Tan F, Flament-Auvigne I, Brown T, Regitnig P, Chen PC, Hegde N, Sadhwani A, MacDonald R, Ayalew B, Corrado GS, Peng LH, Tse D, Müller H, Xu Z, Liu Y, Stumpe MC, Zatloukal K, Mermel CH. Wulczyn E, et al. Among authors: plass m. NPJ Digit Med. 2021 Apr 19;4(1):71. doi: 10.1038/s41746-021-00427-2. NPJ Digit Med. 2021. PMID: 33875798 Free PMC article.
Pathologist Validation of a Machine Learning-Derived Feature for Colon Cancer Risk Stratification.
L'Imperio V, Wulczyn E, Plass M, Müller H, Tamini N, Gianotti L, Zucchini N, Reihs R, Corrado GS, Webster DR, Peng LH, Chen PC, Lavitrano M, Liu Y, Steiner DF, Zatloukal K, Pagni F. L'Imperio V, et al. Among authors: plass m. JAMA Netw Open. 2023 Mar 1;6(3):e2254891. doi: 10.1001/jamanetworkopen.2022.54891. JAMA Netw Open. 2023. PMID: 36917112 Free PMC article.
Explainability and causability in digital pathology.
Plass M, Kargl M, Kiehl TR, Regitnig P, Geißler C, Evans T, Zerbe N, Carvalho R, Holzinger A, Müller H. Plass M, et al. J Pathol Clin Res. 2023 Jul;9(4):251-260. doi: 10.1002/cjp2.322. Epub 2023 Apr 12. J Pathol Clin Res. 2023. PMID: 37045794 Free PMC article. Review.
Predicting lymph node metastasis from primary tumor histology and clinicopathologic factors in colorectal cancer using deep learning.
Krogue JD, Azizi S, Tan F, Flament-Auvigne I, Brown T, Plass M, Reihs R, Müller H, Zatloukal K, Richeson P, Corrado GS, Peng LH, Mermel CH, Liu Y, Chen PC, Gombar S, Montine T, Shen J, Steiner DF, Wulczyn E. Krogue JD, et al. Among authors: plass m. Commun Med (Lond). 2023 Apr 24;3(1):59. doi: 10.1038/s43856-023-00282-0. Commun Med (Lond). 2023. PMID: 37095223 Free PMC article.
Privacy risks of whole-slide image sharing in digital pathology.
Holub P, Müller H, Bíl T, Pireddu L, Plass M, Prasser F, Schlünder I, Zatloukal K, Nenutil R, Brázdil T. Holub P, et al. Among authors: plass m. Nat Commun. 2023 May 4;14(1):2577. doi: 10.1038/s41467-023-37991-y. Nat Commun. 2023. PMID: 37142591 Free PMC article.
BIBBOX, a FAIR toolbox and App Store for life science research.
Müller H, Lopes-Dias C, Holub P, Plass M, Jungwirth E, Reihs R, Torke PR, Malatras A, Berger A, Coombs H, Dillner J, Merino-Martinez R. Müller H, et al. Among authors: plass m. N Biotechnol. 2023 Nov 25;77:12-19. doi: 10.1016/j.nbt.2023.06.001. Epub 2023 Jun 8. N Biotechnol. 2023. PMID: 37295722 Free article.
56 results