Published on in Vol 18, No 12 (2016): December

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

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

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 , AU

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

3 Philips Research , Briarcliff Manor, NY, US

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

*all authors contributed equally

Corresponding Author:

  • Wei Luo, PhD
  • Centre for Pattern Recognition and Data Analytics
  • School of Information Technology
  • Deakin University
  • Building KA
  • 75 Pigdons Road
  • Geelong
  • AU
  • Phone: 61 3 5227 3096
  • Email: wei.luo@deakin.edu.au