Pitfalls in Machine Learning‐based Assessment of Tumor‐infiltrating Lymphocytes in Breast Cancer: A Report of the International Immuno‐Oncology Biomarker Working Group on Breast Cancer

Jeppe Thagaard,Glenn Broeckx,David B. Page,Chowdhury Arif Jahangir,Sara Verbandt,Zuzana Kos,Rajarsi Gupta,Reena Khiroya,Khalid Abduljabbar,Gabriela Acosta Haab,Balazs Acs,Guray Akturk,Jonas S. Almeida,Isabel Alvarado-Cabrero,Mohamed Amgad,Farid Azmoudeh-Ardalan,Sunil Badve,Nurkhairul Bariyah Baharun,Eva Balslev,Enrique R. Bellolio, Vydehi Bheemaraju,Kim R. M. Blenman,Luciana Botinelly Mendonca Fujimoto,Najat Bouchmaa,Octavio Burgues,Alexandros Chardas,Maggie U. Cheang,Francesco Ciompi,Lee A. D. Cooper,An Coosemans,German Corredor,Anders B. Dahl,Flavio Luis Dantas Portela,Frederik Deman,Sandra Demaria,Johan Dore Hansen,Sarah N. Dudgeon,Thomas Ebstrup,Mahmoud Elghazawy,Claudio Fernandez-Martin,Stephen B. Fox,William M. Gallagher,Jennifer M. Giltnane,Sacha Gnjatic,Paula Gonzalez-Ericsson,Anita Grigoriadis,Niels Halama,Matthew G. Hanna,Aparna Harbhajanka,Steven N. Hart,Johan Hartman,Soren Hauberg,Stephen Hewitt,Akira Hida,Hugo M. Horlings,Zaheed Husain,Evangelos Hytopoulos,Sheeba Irshad,Emiel A. M. Janssen,Mohamed Kahila,Tatsuki R. Kataoka,Kosuke Kawaguchi,Durga Kharidehal,Andrey Khramtsov,Umay Kiraz,Pawan Kirtani,Liudmila L. Kodach,Konstanty Korski,Aniko Kovacs,Anne-Vibeke Laenkholm,Corinna Lang-Schwarz,Denis Larsimont,Jochen K. Lennerz,Marvin Lerousseau,Xiaoxian Li,Amy Ly,Anant Madabhushi,Sai K. Maley,Vidya Manur Narasimhamurthy,Douglas K. Marks,Elizabeth S. McDonald,Ravi Mehrotra,Stefan Michiels,Fayyaz ul Amir Afsar Minhas,Shachi Mittal,David A. Moore,Shamim Mushtaq,Hussain Nighat,Thomas Papathomas,Frederique Penault-Llorca,Rashindrie D. Perera,Christopher J. Pinard,Juan Carlos Pinto-Cardenas,Giancarlo Pruneri,Lajos Pusztai,Arman Rahman,Nasir Mahmood Rajpoot,Bernardo Leon Rapoport,Tilman T. Rau,Jorge S. Reis-Filho,Joana M. Ribeiro,David Rimm,Anne Roslind,Anne Vincent-Salomon,Manuel Salto-Tellez,Joel Saltz,Shahin Sayed,Ely Scott,Kalliopi P. Siziopikou,Christos Sotiriou,Albrecht Stenzinger,Maher A. Sughayer,Daniel Sur,Susan Fineberg,Fraser Symmans,Sunao Tanaka,Timothy Taxter,Sabine Tejpar,Jonas Teuwen,E. Aubrey Thompson,Trine Tramm,William T. Tran,Jeroen van Der Laak,Paul J. van Diest,Gregory E. Verghese,Giuseppe Viale,Michael Vieth,Noorul Wahab,Thomas Walter,Yannick Waumans,Hannah Y. Wen,Wentao Yang,Yinyin Yuan,Reena Md Zin,Sylvia Adams,John Bartlett,Sibylle Loibl,Carsten Denkert,Peter Savas,Sherene Loi,Roberto Salgado,Elisabeth Specht Stovgaard

JOURNAL OF PATHOLOGY（2023）

引用 12|浏览11

关键词

deep learning,machine learning,digital pathology,guidelines,image analysis,pitfalls,prognostic biomarker,triple-negative breast cancer,tumor-infiltrating lymphocytes

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