Paula Dhiman (P Dhiman)

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Artificial Intelligence

Systematic Review

Machine Learning

Top Venues

BMC medical research methodology

Diagnostic and prognostic research

British journal of haematology

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

Publications

H G Evans, Michael F Murphy, Robbie Foy, Paula Dhiman, Laura Green, A Kotzé, L von Neree, Antony J R Palmer, Susan E Robinson, Akshay Shah, Florian Tomini, Sara Trompeter, Samantha R Warnakulasuriya, Wai Keong Wong, Simon J Stanworth
Harnessing the potential of data-driven strategies to optimise transfusion practice. British journal of haematology (2023)
Paula Dhiman, Jie Ma, Constanza L Andaur Navarro, Benjamin Speich, Garrett Bullock, Johanna A A Damen, Lotty Hooft, Shona Kirtley, Richard D Riley, Ben Van Calster, Karel G M Moons, Gary S Collins
Risk of bias of prognostic models developed using machine learning: a systematic review in oncology. Diagnostic and prognostic research 6 (1) (2022)
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)