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Bilal A Mateen
Bilal A Mateen
University College London
Verified email at nhs.net - Homepage
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Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness
S Vollmer*, BA Mateen*, G Bohner, FJ Király, R Ghani, P Jonsson, ...
bmj 368, 2020
366*2020
Improving survival of critical care patients with coronavirus disease 2019 in England: a national cohort study, March to June 2020
JM Dennis, AP McGovern, SJ Vollmer, BA Mateen
Critical Care Medicine, 2020
2242020
Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
B Vasey, M Nagendran, B Campbell, DA Clifton, GS Collins, S Denaxas, ...
BMJ 377, 2022
2132022
Type 2 diabetes and COVID-19–related mortality in the critical care setting: a national cohort study in England, March–July 2020
JM Dennis, BA Mateen, R Sonabend, NJ Thomas, KA Patel, AT Hattersley, ...
Diabetes care 44 (1), 50-57, 2021
1852021
Developing a reporting guideline for artificial intelligence-centred diagnostic test accuracy studies: the STARD-AI protocol
V Sounderajah, H Ashrafian, RM Golub, S Shetty, J De Fauw, L Hooft, ...
BMJ open 11 (6), e047709, 2021
1232021
A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI
V Sounderajah, H Ashrafian, S Rose, NH Shah, M Ghassemi, R Golub, ...
Nature medicine 27 (10), 1663-1665, 2021
822021
Digital health management during and beyond the COVID-19 pandemic: Opportunities, barriers, and recommendations
B Inkster, R O’Brien, E Selby, S Joshi, V Subramanian, M Kadaba, ...
JMIR Mental Health 7 (7), e19246, 2020
65*2020
Improving the quality of machine learning in health applications and clinical research
BA Mateen, J Liley, AK Denniston, CC Holmes, SJ Vollmer
Nature Machine Intelligence 2 (10), 554-556, 2020
602020
COVID-19 trajectories among 57 million adults in England: a cohort study using electronic health records
JH Thygesen, C Tomlinson, S Hollings, MA Mizani, A Handy, A Akbari, ...
The Lancet Digital Health 4 (7), e542-e557, 2022
50*2022
Hospital bed capacity and usage across secondary healthcare providers in England during the first wave of the COVID-19 pandemic: a descriptive analysis
BA Mateen, H Wilde, JM Dennis, A Duncan, N Thomas, A McGovern, ...
BMJ open 11 (1), e042945, 2021
50*2021
The association between mechanical ventilator compatible bed occupancy and mortality risk in intensive care patients with COVID-19: a national retrospective cohort study
H Wilde, T Mellan, I Hawryluk, JM Dennis, S Denaxas, C Pagel, A Duncan, ...
BMC medicine 19, 1-12, 2021
452021
Early Warning Signs of a Mental Health Tsunami: A Coordinated Response to Gather Initial Data Insights From Multiple Digital Services Providers
B Inkster, DMHDI Group
Frontiers in Digital Health 2, 578902, 2021
39*2021
DNA methylation: basic biology and application to traumatic brain injury
BA Mateen, CS Hill, SC Biddie, DK Menon
Journal of neurotrauma 34 (16), 2379-2388, 2017
322017
Tackling bias in AI health datasets through the STANDING Together initiative
S Ganapathi, J Palmer, JE Alderman, M Calvert, C Espinoza, J Gath, ...
Nature Medicine 28 (11), 2232-2233, 2022
272022
The disproportionate excess mortality risk of COVID-19 in younger people with diabetes warrants vaccination prioritisation
AP McGovern, NJ Thomas, SJ Vollmer, AT Hattersley, BA Mateen, ...
Diabetologia 64 (5), 1184-1186, 2021
272021
DECIDE-AI Expert Group: Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
B Vasey, M Nagendran, B Campbell, DA Clifton, GS Collins, S Denaxas, ...
Nature Medicine 28 (5), 924-933, 2022
24*2022
Development of a treatment selection algorithm for SGLT2 and DPP-4 inhibitor therapies in people with type 2 diabetes: a retrospective cohort study
JM Dennis, KG Young, AP McGovern, BA Mateen, SJ Vollmer, ...
The Lancet Digital Health 4 (12), e873-e883, 2022
23*2022
The Trail Making test: a study of its ability to predict falls in the acute neurological in-patient population
BA Mateen, M Bussas, C Doogan, D Waller, A Saverino, FJ Király, ...
Clinical rehabilitation 32 (10), 1396-1405, 2018
222018
The “Is mpMRI enough” or IMRIE study: a multicentre evaluation of prebiopsy multiparametric magnetic resonance imaging compared with biopsy
T Stonier, N Simson, T Shah, N Lobo, T Amer, SM Lee, E Bass, E Chau, ...
European Urology Focus 7 (5), 1027-1034, 2021
202021
Azathioprine with allopurinol is a promising first-line therapy for inflammatory bowel diseases
ELSA van Liere, AB Bayoumy, CJJ Mulder, B Warner, B Hayee, ...
Digestive Diseases and Sciences, 1-12, 2022
192022
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