Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

Wei Luo   ^{1 *} , PhD ;   Dinh Phung   ^{2 *} , , PhD ;   Truyen Tran   ^{2 *} , PhD ;   Sunil Gupta   ^{2 *} , PhD ;   Santu Rana   ^{2 *} , PhD ;   Chandan Karmakar   ^{2 *} , PhD ;   Alistair Shilton   ^{2 *} , PhD ;   John Yearwood   ^{2 *} , PhD ;   Nevenka Dimitrova   ^{3 *} , PhD ;   Tu Bao Ho   ^{4 *} , PhD ;   Svetha Venkatesh   ^{2 *} , PhD ;   Michael Berk   ^{2 *} , PhD, FRACP

¹ Centre for Pattern Recognition and Data Analytics, School of Information Technology, Deakin University, Geelong, Australia

² Deakin University, Institute for Physical Activity and Nutrition, Geelong, Australia

³ Philips Research, Briarcliff Manor, NY, United States

⁴ Japan Advanced Institute of Science and Technology, Nomi, Japan

*all authors contributed equally