Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions

Anthony Culos, Amy S. Tsai, Natalie Stanley, Martin Becker, Mohammad Sajjad Ghaemi, David R. McIlwain, Ramin Fallahzadeh, Athena Tanada, Huda Nassar, Camilo Espinosa, Maria Xenochristou, Edward A. Ganio, Laura S. Peterson, Xiaoyuan Han, Ina A. Stelzer, Kazuo Ando, Dyani Gaudillière, Thanaphong Phongpreecha, Ivana Marić, Alan L. Chang, Gary M. Shaw, David K. Stevenson, Sean C. Bendall, Kara L. Davis, Wendy J. Fantl, Garry P. Nolan, Trevor Hastie, Robert Tibshirani, Martin S. Angst, Brice Gaudillière, Nima Aghaeepour