data science

Explainable machine learning for breast cancer diagnosis from mammography and ultrasound images: a systematic review
Daraje kaba Gurmessa, Worku Jimma

BMJ Health & Care Informatics Feb 2024, 31 (1) e100954; DOI: 10.1136/bmjhci-2023-100954
Finding undiagnosed patients with hepatitis C virus: an application of machine learning to US ambulatory electronic medical records
John Rigg, Orla Doyle, Niamh McDonogh, Nadea Leavitt, Rehan Ali, Annie Son, Bruce Kreter

BMJ Health & Care Informatics Jan 2023, 30 (1) e100651; DOI: 10.1136/bmjhci-2022-100651
Study of decision tree algorithms: effects of air pollution on under five mortality in Ulaanbaatar
Akhit Tileubai, Javzmaa Tsend, Bat-Enkh Oyunbileg, Purevdolgor Luvsantseren, Ajnai Luvsan-Ish, Baasandorj Chilhaasuren, Jargalbat Puntsagdash, Galbadrakh Chuluunbaatar, Baatarkhuu Tsagaan

BMJ Health & Care Informatics Mar 2023, 30 (1) e100678; DOI: 10.1136/bmjhci-2022-100678
Modelling admission lengths within psychiatric intensive care units
Stephen Dye, Faisil Sethi, Thomas Kearney, Elizabeth Rose, Leia Penfold, Malcolm Campbell, Koravangattu Valsraj

BMJ Health & Care Informatics Mar 2023, 30 (1) e100685; DOI: 10.1136/bmjhci-2022-100685
Delivering on NIH data sharing requirements: avoiding Open Data in Appearance Only
Hope Watson, Jack Gallifant, Yuan Lai, Alexander P Radunsky, Cleva Villanueva, Nicole Martinez, Judy Gichoya, Uyen Kim Huynh, Leo Anthony Celi

BMJ Health & Care Informatics Jun 2023, 30 (1) e100771; DOI: 10.1136/bmjhci-2023-100771
From measures to action: can integrating quality measures provide system-wide insights for quality improvement decision making?
Inas S Khayal, Jordan T. Sanz

BMJ Health & Care Informatics Jun 2023, 30 (1) e100792; DOI: 10.1136/bmjhci-2023-100792
Development and validation pathways of artificial intelligence tools evaluated in randomised clinical trials
George C M Siontis, Romy Sweda, Peter A Noseworthy, Paul A Friedman, Konstantinos C Siontis, Chirag J Patel

BMJ Health & Care Informatics Dec 2021, 28 (1) e100466; DOI: 10.1136/bmjhci-2021-100466
Predicting emerging SARS-CoV-2 variants of concern through a One Class dynamic anomaly detection algorithm
Giovanna Nicora, Marco Salemi, Simone Marini, Riccardo Bellazzi

BMJ Health & Care Informatics Dec 2022, 29 (1) e100643; DOI: 10.1136/bmjhci-2022-100643
Three-year trends in literature on artificial intelligence in ophthalmology and vision sciences: a protocol for bibliometric analysis
Hayley Monson, Jeff Demaine, Laura Banfield, Tina Felfeli

BMJ Health & Care Informatics Oct 2022, 29 (1) e100594; DOI: 10.1136/bmjhci-2022-100594
Software development skills for health data researchers
Caroline Morton, Nicholas Devito, Jessica Morley, Iain Dillingham, Anna Schultze, Sebastian Bacon, Peter Inglesby, Steven Maude, Ben Goldacre

BMJ Health & Care Informatics Aug 2022, 29 (1) e100488; DOI: 10.1136/bmjhci-2021-100488

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