Skip to Main Content
Skip to Footer
JMIR
Publications
Advancing Digital Health & Open Science
Select options
Articles
Help
Resource Center
Author Hub
Editor Hub
Reviewer Hub
Librarian Hub
Login
Register
Journal of Medical Internet Research
Journal of Medical Internet Research
6617 articles
JMIR Research Protocols
2678 articles
JMIR mHealth and uHealth
2311 articles
JMIR Formative Research
1115 articles
JMIR Medical Informatics
1012 articles
JMIR Public Health and Surveillance
882 articles
JMIR Mental Health
775 articles
Iproceedings
414 articles
JMIR Serious Games
383 articles
JMIR Human Factors
369 articles
JMIR Medical Education
264 articles
JMIRx Med
243 articles
Interactive Journal of Medical Research
231 articles
JMIR Cancer
221 articles
JMIR Pediatrics and Parenting
212 articles
JMIR Aging
183 articles
JMIR Diabetes
172 articles
JMIR Rehabilitation and Assistive Technologies
158 articles
JMIR Cardio
103 articles
JMIR Dermatology
102 articles
Journal of Participatory Medicine
67 articles
JMIR Perioperative Medicine
59 articles
JMIR Biomedical Engineering
57 articles
JMIR Nursing
51 articles
JMIR Infodemiology
44 articles
Medicine 2.0
26 articles
JMIR Bioinformatics and Biotechnology
JMIR Challenges
JMIR Data
JMIR Preprints
Journal Information
Focus and Scope
Editorial Board
Author Information
Fees, Memberships, and Partnerships
Publishing Policies
Get Involved
Top Articles
Memberships
Indexing and Impact Factor
Browse Journal
Year:
Select...
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
Latest Announcements
Authors
Themes
Issues
Submit Article
Journal of Medical Internet Research
Journal of Medical Internet Research
6617 articles
JMIR Research Protocols
2678 articles
JMIR mHealth and uHealth
2311 articles
JMIR Formative Research
1115 articles
JMIR Medical Informatics
1012 articles
JMIR Public Health and Surveillance
882 articles
JMIR Mental Health
775 articles
Iproceedings
414 articles
JMIR Serious Games
383 articles
JMIR Human Factors
369 articles
JMIR Medical Education
264 articles
JMIRx Med
243 articles
Interactive Journal of Medical Research
231 articles
JMIR Cancer
221 articles
JMIR Pediatrics and Parenting
212 articles
JMIR Aging
183 articles
JMIR Diabetes
172 articles
JMIR Rehabilitation and Assistive Technologies
158 articles
JMIR Cardio
103 articles
JMIR Dermatology
102 articles
Journal of Participatory Medicine
67 articles
JMIR Perioperative Medicine
59 articles
JMIR Biomedical Engineering
57 articles
JMIR Nursing
51 articles
JMIR Infodemiology
44 articles
Medicine 2.0
26 articles
JMIR Bioinformatics and Biotechnology
JMIR Challenges
JMIR Data
JMIR Preprints
This paper is in the following
e-collection/theme issue:
Digital Health Reporting Standards, Quality and Transparency in e-Research (18)
Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (487)
Big Data (143)
Advanced Data Analytics in eHealth (28)
Published on
16.12.2016
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
Authors of this article:
Wei Luo
1
;
Dinh Phung
2
;
Truyen Tran
2
;
Sunil Gupta
2
;
Santu Rana
2
;
Chandan Karmakar
2
;
Alistair Shilton
2
;
John Yearwood
2
;
Nevenka Dimitrova
3
;
Tu Bao Ho
4
;
Svetha Venkatesh
2
;
Michael Berk
2
Article
Authors
Cited by (206)
Tweetations (157)
Metrics
All Time
|
Last Month
|
Last Six Months
|
Last Year
There are currently no tweets available for this article within the specified range.