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Page 1
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: steiner df. 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.
Chest Radiograph Interpretation with Deep Learning Models: Assessment with Radiologist-adjudicated Reference Standards and Population-adjusted Evaluation.
Majkowska A, Mittal S, Steiner DF, Reicher JJ, McKinney SM, Duggan GE, Eswaran K, Cameron Chen PH, Liu Y, Kalidindi SR, Ding A, Corrado GS, Tse D, Shetty S. Majkowska A, et al. Among authors: steiner df. Radiology. 2020 Feb;294(2):421-431. doi: 10.1148/radiol.2019191293. Epub 2019 Dec 3. Radiology. 2020. PMID: 31793848
Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens.
Nagpal K, Foote D, Tan F, Liu Y, Chen PC, Steiner DF, Manoj N, Olson N, Smith JL, Mohtashamian A, Peterson B, Amin MB, Evans AJ, Sweet JW, Cheung C, van der Kwast T, Sangoi AR, Zhou M, Allan R, Humphrey PA, Hipp JD, Gadepalli K, Corrado GS, Peng LH, Stumpe MC, Mermel CH. Nagpal K, et al. Among authors: steiner df. JAMA Oncol. 2020 Sep 1;6(9):1372-1380. doi: 10.1001/jamaoncol.2020.2485. JAMA Oncol. 2020. PMID: 32701148 Free PMC article.
Closing the translation gap: AI applications in digital pathology.
Steiner DF, Chen PC, Mermel CH. Steiner DF, et al. 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.
Evaluation of the Use of Combined Artificial Intelligence and Pathologist Assessment to Review and Grade Prostate Biopsies.
Steiner DF, Nagpal K, Sayres R, Foote DJ, Wedin BD, Pearce A, Cai CJ, Winter SR, Symonds M, Yatziv L, Kapishnikov A, Brown T, Flament-Auvigne I, Tan F, Stumpe MC, Jiang PP, Liu Y, Chen PC, Corrado GS, Terry M, Mermel CH. Steiner DF, et al. JAMA Netw Open. 2020 Nov 2;3(11):e2023267. doi: 10.1001/jamanetworkopen.2020.23267. JAMA Netw Open. 2020. PMID: 33180129 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: steiner df. 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.
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: steiner df. Sci Rep. 2021 Aug 16;11(1):16605. doi: 10.1038/s41598-021-95747-4. Sci Rep. 2021. PMID: 34400666 Free PMC article.
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: steiner df. 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.
396 results