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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: brown t. 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.
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. Among authors: brown t. JAMA Netw Open. 2020 Nov 2;3(11):e2023267. doi: 10.1001/jamanetworkopen.2020.23267. JAMA Netw Open. 2020. PMID: 33180129 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: brown t. 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: brown t. 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.
Determining breast cancer biomarker status and associated morphological features using deep learning.
Gamble P, Jaroensri R, Wang H, Tan F, Moran M, Brown T, Flament-Auvigne I, Rakha EA, Toss M, Dabbs DJ, Regitnig P, Olson N, Wren JH, Robinson C, Corrado GS, Peng LH, Liu Y, Mermel CH, Steiner DF, Chen PC. Gamble P, et al. Among authors: brown t. Commun Med (Lond). 2021 Jul 14;1:14. doi: 10.1038/s43856-021-00013-3. eCollection 2021. Commun Med (Lond). 2021. PMID: 35602213 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: brown t. 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.
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: brown t. 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.
Diffusion-based MR methods for bone structure and evolution.
Sigmund EE, Cho H, Chen P, Byrnes S, Song YQ, Guo XE, Brown TR. Sigmund EE, et al. Among authors: brown tr. Magn Reson Med. 2008 Jan;59(1):28-39. doi: 10.1002/mrm.21281. Magn Reson Med. 2008. PMID: 18098292 Free article.
7,320 results