Jie Ma

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Machine Learning

Oral Anticoagulants

Acute Coronary Syndrome

Top Venues

BMC medical research methodology

BMJ (Clinical research ed.)

This page only lists publications with an associated author ORCID identifier.

Publications

Kara G Fields, Jie Ma, Tatjana Petrinic, Hassan A Alhassan, Anthony Nnaemeka Eze, Ankith Reddy, Mona Hedayat, Rui Andre Providencia, Gregory Yoke Hong Lip, Jonathan P Bedford, David A Clifton, Oliver C Redfern, Benjamin O'Brien, Peter J Watkinson, Gary Stephen Collins, Jochen Daniel Muehlschlegel
Multivariable prediction models for atrial fibrillation after cardiac surgery: a systematic review protocol. BMJ open 13 (3) (2023)
Kara G Fields, Jie Ma, Tatjana Petrinic, Hassan A Alhassan, Anthony Nnaemeka Eze, Ankith Reddy, Mona Hedayat, Rui Andre Providencia, Gregory Yoke Hong Lip, Jonathan P Bedford, David A Clifton, Oliver C Redfern, Benjamin O'Brien, Peter J Watkinson, Gary Stephen Collins, Jochen Daniel Muehlschlegel
Multivariable prediction models for atrial fibrillation after cardiac surgery: a systematic review protocol. BMJ open 13 (3) (2023)
Kara G Fields, Jie Ma, Tatjana Petrinic, Hassan A Alhassan, Anthony Nnaemeka Eze, Ankith Reddy, Mona Hedayat, Rui Andre Providencia, Gregory Yoke Hong Lip, Jonathan P Bedford, David A Clifton, Oliver C Redfern, Benjamin O'Brien, Peter J Watkinson, Gary Stephen Collins, Jochen Daniel Muehlschlegel
Multivariable prediction models for atrial fibrillation after cardiac surgery: a systematic review protocol. BMJ open 13 (3) (2023)
Constanza L Andaur Navarro, Johanna A A G Damen, Toshihiko Takada, Steven W J Nijman, Paula Dhiman, Jie Ma, Gary Stephen Collins, Ram Chandra Bajpai, Richard D Riley, Karel G M Moons, Lotty Hooft
Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review. BMC medical research methodology 22 (1) (2022)
Gary Stephen Collins, Paula Dhiman, Constanza L Andaur Navarro, Jie Ma, Lotty Hooft, Johannes B Reitsma, Patrícia Logullo, Andrew L Beam, Lily Peng, Ben Van Calster, Maarten van Smeden, Richard D Riley, Karel Gm Moons
Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence. BMJ open 11 (7) (2021)
Constanza L Andaur Navarro, Johanna A A G Damen, Toshihiko Takada, Steven W J Nijman, Paula Dhiman, Jie Ma, Gary Stephen Collins, Ram Chandra Bajpai, Richard D Riley, Karel G M Moons, Lotty Hooft
Risk of bias in studies on prediction models developed using supervised machine learning techniques: systematic review. BMJ (Clinical research ed.) 375 (2021)
Constanza L Andaur Navarro, Johanna A A G Damen, Toshihiko Takada, Steven W J Nijman, Paula Dhiman, Jie Ma, Gary Stephen Collins, Ram Chandra Bajpai, Richard D Riley, Karel Gm Moons, Lotty Hooft
Protocol for a systematic review on the methodological and reporting quality of prediction model studies using machine learning techniques. BMJ open 10 (11) (2020)