Health informatics

Reporting quality of studies using machine learning models for medical diagnosis: a systematic review
Mohamed Yusuf, Ignacio Atal, Jacques Li, Philip Smith, Philippe Ravaud, Martin Fergie, Michael Callaghan, James Selfe

BMJ Open Mar 2020, 10 (3) e034568; DOI: 10.1136/bmjopen-2019-034568
Quantification and visualisation methods of data-driven chronic care delivery pathways: protocol for a systematic review and content analysis
Luiza Siqueira do Prado, Samuel Allemann, Marie Viprey, Anne-Marie Schott, Dan Dediu, Alexandra L Dima

BMJ Open Mar 2020, 10 (3) e033573; DOI: 10.1136/bmjopen-2019-033573
Validation of acute exacerbation of chronic obstructive pulmonary disease (COPD) recording in electronic health records: a systematic review protocol
Philip Stone, Nikhil Sood, Johanna Feary, C Michael Roberts, Jennifer K Quint

BMJ Open Feb 2020, 10 (2) e032467; DOI: 10.1136/bmjopen-2019-032467
How, in what contexts, and why do quality dashboards lead to improvements in care quality in acute hospitals? Protocol for a realist feasibility evaluation
Rebecca Randell, Natasha Alvarado, Lynn McVey, Joanne Greenhalgh, Robert M West, Amanda Farrin, Chris Gale, Roger Parslow, Justin Keen, Mai Elshehaly, Roy A Ruddle, Julia Lake, Mamas Mamas, Richard Feltbower, Dawn Dowding

BMJ Open Feb 2020, 10 (2) e033208; DOI: 10.1136/bmjopen-2019-033208
Adding evidence of the effects of treatments into relevant Wikipedia pages: a randomised trial
Clive E Adams, Alan A Montgomery, Tony Aburrow, Sophie Bloomfield, Paul M Briley, Ebun Carew, Suravi Chatterjee-Woolman, Ghalia Feddah, Johannes Friedel, Josh Gibbard, Euan Haynes, Mohsin Hussein, Mahesh Jayaram, Samuel Naylor, Luke Perry, Lena Schmidt, Umer Siddique, Ayla Serena Tabaksert, Douglas Taylor, Aarti Velani, Douglas White, Jun Xia

BMJ Open Feb 2020, 10 (2) e033655; DOI: 10.1136/bmjopen-2019-033655
Data-driven discovery of changes in clinical code usage over time: a case-study on changes in cardiovascular disease recording in two English electronic health records databases (2001–2015)
Patrick Rockenschaub, Vincent Nguyen, Robert W Aldridge, Dionisio Acosta, Juan Miguel García-Gómez, Carlos Sáez

BMJ Open Feb 2020, 10 (2) e034396; DOI: 10.1136/bmjopen-2019-034396
Patient-generated health data and electronic health record integration: protocol for a scoping review
Victoria L Tiase, William Hull, Mary M McFarland, Katherine A Sward, Guilherme Del Fiol, Catherine Staes, Charlene Weir, Mollie R Cummins

BMJ Open Dec 2019, 9 (12) e033073; DOI: 10.1136/bmjopen-2019-033073
Characteristics of heart failure patients incurring high medical costs via matching specific health examination results and medical claim data: a cross-sectional study
Yuya Tamaki, Kana Kazawa, Hirohito Watanabe, Tantut Susanto, Michiko Moriyama

BMJ Open Dec 2019, 9 (12) e031422; DOI: 10.1136/bmjopen-2019-031422
Current state of science in machine learning methods for automatic infant pain evaluation using facial expression information: study protocol of a systematic review and meta-analysis
Dan Cheng, Dianbo Liu, Lisa Liang Philpotts, Dana P Turner, Timothy T Houle, Lucy Chen, Miaomiao Zhang, Jianjun Yang, Wei Zhang, Hao Deng

BMJ Open Dec 2019, 9 (12) e030482; DOI: 10.1136/bmjopen-2019-030482
Proposed minimum information guideline for kidney disease—research and clinical data reporting: a cross-sectional study
Judit Kumuthini, Christiaan van Woerden, Andrew Mallett, Lyndon Zass, Melek Chaouch, Michael Thompson, Katherine Johnston, Mamana Mbiyavanga, Shakuntala Baichoo, Zahra Mungloo-Dilmohamud, Chirag Patel, Nicola Mulder

BMJ Open Nov 2019, 9 (11) e029539; DOI: 10.1136/bmjopen-2019-029539

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