Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study

Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study

Authors of this article:

Lisa Pilgram^{1, 2, 3} ;   Kai Yang^{1, 2} ;   Ana-Alicia Beltran-Bless⁴ ;   Gregory R Pond⁵ ;   Lisa Vandermeer⁶ ;   John Hilton⁷ ;   Marie-France Savard⁴ ;   Andreanne LeBlanc⁸ ;   Lois Shepherd⁹ ;   Bingshu Chen⁹ ;   John MS Bartlett¹⁰ ;   Karen J Taylor¹⁰ ;   Jane Bayani^{11, 12} ;   Sarah Barker¹¹ ;   Melanie Spears^{11, 12} ;   Cornelis JH van der Velde¹³ ;   Elma Meershoek-Klein Kranenbarg¹³ ;   Luc Dirix¹⁴ ;   Elizabeth Mallon¹⁵ ;   Annette Hasenburg¹⁶ ;   Christos Markopoulos¹⁷ ;   Lamin Juwara^{1, 2} ;   Fida K Dankar² ;   Mark Clemons⁷ ;   Khaled El Emam^{1, 2}