Explainable machine learning for predicting ICU mortality in myocardial infarction patients using pseudo-dynamic data

Συγγραφείς: Munib Mesinovic, Peter Watkinson, Tingting Zhu

Πηγή: Scientific Reports, Vol 15, Iss 1, Pp 1-15 (2025)

Θεματικοί όροι: Explainability, Icare, Machine learning, Myocardial infarction, Prediction, Medicine, Science

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/2045-2322

Σύνδεσμος πρόσβασης: https://doaj.org/article/0b5df70d1bd7499d830024895f3562a2

Explainability in the age of large language models for healthcare

Συγγραφείς: Munib Mesinovic, Peter Watkinson, Tingting Zhu

Πηγή: Communications Engineering, Vol 4, Iss 1, Pp 1-4 (2025)

Θεματικοί όροι: Engineering (General). Civil engineering (General), TA1-2040

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/2731-3395

Σύνδεσμος πρόσβασης: https://doaj.org/article/f8a227dc2cbd4e3f8b6d0594b4c98914

RETRACTED ARTICLE: DynaGraph: interpretable dynamic graph learning for temporal electronic health records

Συγγραφείς: Munib Mesinovic, Soheila Molaei, Peter Watkinson, Tingting Zhu

Πηγή: npj Digital Medicine, Vol 9, Iss 1 (2026)

Θεματικοί όροι: Computer applications to medicine. Medical informatics, R858-859.7

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/2398-6352

Σύνδεσμος πρόσβασης: https://doaj.org/article/2d09f9ea80fa415eb6318cef762d6b4e

The quality of vital signs measurements and value preferences in electronic medical records varies by hospital, specialty, and patient demographics

Συγγραφείς: Niall Jackson, Jessica Woods, Peter Watkinson, Andrew Brent, Tim E. A. Peto, A. Sarah Walker, David W. Eyre

Πηγή: Scientific Reports, Vol 13, Iss 1, Pp 1-12 (2023)

Θεματικοί όροι: Medicine, Science

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/2045-2322

Σύνδεσμος πρόσβασης: https://doaj.org/article/10237911e44246a3804fb8fc76b39cd7

Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure

Συγγραφείς: Eoin Finnegan, Shaun Davidson, Mirae Harford, Peter Watkinson, Lionel Tarassenko, Mauricio Villarroel

Πηγή: Scientific Reports, Vol 13, Iss 1, Pp 1-20 (2023)

Θεματικοί όροι: Medicine, Science

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/2045-2322

Σύνδεσμος πρόσβασης: https://doaj.org/article/243c098e3af3419daf0445a62bbb14a7

Safer and more efficient vital signs monitoring protocols to identify the deteriorating patients in the general hospital ward: an observational study

Συγγραφείς: Jim Briggs, Ina Kostakis, Paul Meredith, Chiara Dall’ora, Julie Darbyshire, Stephen Gerry, Peter Griffiths, Jo Hope, Jeremy Jones, Caroline Kovacs, Rob Lawrence, David Prytherch, Peter Watkinson, Oliver Redfern

Πηγή: Health and Social Care Delivery Research, Vol 12, Iss 06 (2024)

Θεματικοί όροι: patient deterioration, early warning scores, national early warning score (news), nursing workforce, observation frequency, patient monitoring, Medicine (General), R5-920, Public aspects of medicine, RA1-1270

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/2755-0079

Σύνδεσμος πρόσβασης: https://doaj.org/article/758759abad6d4e4a8076d2bf8f7686e7

Non-contact physiological monitoring of post-operative patients in the intensive care unit

Συγγραφείς: João Jorge, Mauricio Villarroel, Hamish Tomlinson, Oliver Gibson, Julie L. Darbyshire, Jody Ede, Mirae Harford, John Duncan Young, Lionel Tarassenko, Peter Watkinson

Πηγή: npj Digital Medicine, Vol 5, Iss 1, Pp 1-11 (2022)

Θεματικοί όροι: Computer applications to medicine. Medical informatics, R858-859.7

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/2398-6352

Σύνδεσμος πρόσβασης: https://doaj.org/article/d2e3f735881640ac93e49447514e3994

Pulse arrival time as a surrogate of blood pressure

Συγγραφείς: Eoin Finnegan, Shaun Davidson, Mirae Harford, João Jorge, Peter Watkinson, Duncan Young, Lionel Tarassenko, Mauricio Villarroel

Πηγή: Scientific Reports, Vol 11, Iss 1, Pp 1-21 (2021)

Θεματικοί όροι: Medicine, Science

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/2045-2322

Σύνδεσμος πρόσβασης: https://doaj.org/article/f45c502500634960b09a1369cc47c829

The impact of wearable continuous vital sign monitoring on deterioration detection and clinical outcomes in hospitalised patients: a systematic review and meta-analysis

Συγγραφείς: Carlos Areia, Christopher Biggs, Mauro Santos, Neal Thurley, Stephen Gerry, Lionel Tarassenko, Peter Watkinson, Sarah Vollam

Πηγή: Critical Care, Vol 25, Iss 1, Pp 1-17 (2021)

Θεματικοί όροι: Wearables, Deterioration detection, Vital signs, Wearable monitoring, Clinical outcomes, Hospital, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/1364-8535

Σύνδεσμος πρόσβασης: https://doaj.org/article/ba9e2d3134924adbabe467a466e8aeb3

Day-to-day progression of vital-sign circadian rhythms in the intensive care unit

Συγγραφείς: Shaun Davidson, Mauricio Villarroel, Mirae Harford, Eoin Finnegan, João Jorge, Duncan Young, Peter Watkinson, Lionel Tarassenko

Πηγή: Critical Care, Vol 25, Iss 1, Pp 1-13 (2021)

Θεματικοί όροι: Circadian rhythms, Intensive care unit, Intensive care, Blood pressure, Vital sign monitoring, Delirium, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/1364-8535

Σύνδεσμος πρόσβασης: https://doaj.org/article/20435dcecfc44272b6bb0c59e7ce646c

Problems in care and avoidability of death after discharge from intensive care: a multi-centre retrospective case record review study

Συγγραφείς: Sarah Vollam, Owen Gustafson, J. Duncan Young, Benjamin Attwood, Liza Keating, Peter Watkinson

Πηγή: Critical Care, Vol 25, Iss 1, Pp 1-10 (2021)

Θεματικοί όροι: In-hospital death, Avoidable harm, Critically ill, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/1364-8535

Σύνδεσμος πρόσβασης: https://doaj.org/article/145c8d7639d44ff1bf22cff0058a4916

Trends in the full blood count blood test and colorectal cancer detection: a longitudinal, case-control study of UK primary care patient data [version 2; peer review: 2 approved, 1 not approved]

Συγγραφείς: Julietta Patnick, Pradeep S. Virdee, Jacqueline Birks, Peter Watkinson, Tim A. Holt

Πηγή: NIHR Open Research, Vol 2 (2022)

Θεματικοί όροι: full blood count, blood test, primary care, colorectal cancer, clinical practice research datalink, eng, Medicine

Περιγραφή αρχείου: electronic resource

Relation: https://openresearch.nihr.ac.uk/articles/2-32/v2; https://doaj.org/toc/2633-4402

Σύνδεσμος πρόσβασης: https://doaj.org/article/34ce1299ef3947739e1b5a6b5060353d

Ambulatory blood pressure monitoring using telemedicine: proof-of-concept cohort and failure modes and effects analyses [version 3; peer review: 2 approved]

Συγγραφείς: Laura C. Armitage, Andrew Farmer, Beth Thompson, Cristian Roman, Beth K. Lawson, Heather Rutter, Christopher Biggs, Jody Ede, Martin Lewis-Jones, Peter Watkinson, Lionel Tarassenko

Πηγή: Wellcome Open Research, Vol 7 (2022)

Θεματικοί όροι: Hypertension, Telemedicine, Screening, Cardiovascular Disease, Blood Pressure Monitoring, Ambulatory Blood Pressure Monitoring, eng, Medicine, Science

Περιγραφή αρχείου: electronic resource

Relation: https://wellcomeopenresearch.org/articles/7-39/v3; https://doaj.org/toc/2398-502X

Σύνδεσμος πρόσβασης: https://doaj.org/article/861d8b78e86b4aa384b577f89444b039

Impact of vaccination on COVID-19-associated admissions to critical care in England: a study of population linked data with quantitative bias analysis for linkage error.

Συγγραφείς: David Harrison, Peter Watkinson, James Doidge, Manu Shankar-Hari, Paul Mouncey, Martina Patone, Carol Coupland, Julia Hippisley-Cox, Kathryn Rowan

Πηγή: International Journal of Population Data Science, Vol 7, Iss 3 (2022)

Θεματικοί όροι: COVID-19, vaccines, critical care, linkage error, Demography. Population. Vital events, HB848-3697

Περιγραφή αρχείου: electronic resource

Relation: https://ijpds.org/article/view/1943; https://doaj.org/toc/2399-4908

Σύνδεσμος πρόσβασης: https://doaj.org/article/504a2472547c476cb920c8d52b700356

Evaluation of a digital system to predict unplanned admissions to the intensive care unit: A mixed-methods approach

Συγγραφείς: James Malycha, Oliver Redfern, Marco Pimentel, Guy Ludbrook, Duncan Young, Peter Watkinson

Πηγή: Resuscitation Plus, Vol 9, Iss , Pp 100193- (2022)

Θεματικοί όροι: Clinical deterioration, Intensive care unit, Critical care unit, Predictive score, Electronic patient record, Qualitative medical note review, Specialties of internal medicine, RC581-951

Περιγραφή αρχείου: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666520421001181; https://doaj.org/toc/2666-5204

Σύνδεσμος πρόσβασης: https://doaj.org/article/fea0e684d7a9454ebdcb80e01ed22f80

The Use of Wearable Pulse Oximeters in the Prompt Detection of Hypoxemia and During Movement: Diagnostic Accuracy Study

Συγγραφείς: Mauro Santos, Sarah Vollam, Marco AF Pimentel, Carlos Areia, Louise Young, Cristian Roman, Jody Ede, Philippa Piper, Elizabeth King, Mirae Harford, Akshay Shah, Owen Gustafson, Lionel Tarassenko, Peter Watkinson

Πηγή: Journal of Medical Internet Research, Vol 24, Iss 2, p e28890 (2022)

Θεματικοί όροι: Computer applications to medicine. Medical informatics, R858-859.7, Public aspects of medicine, RA1-1270

Περιγραφή αρχείου: electronic resource

Relation: https://www.jmir.org/2022/2/e28890; https://doaj.org/toc/1438-8871

Σύνδεσμος πρόσβασης: https://doaj.org/article/0107a0cf30484703b4ea8e0d42d83d85

Pharmacological and non-pharmacological treatments and outcomes for new-onset atrial fibrillation in ICU patients: the CAFE scoping review and database analyses

Συγγραφείς: Jonathan Bedford, Laura Drikite, Mark Corbett, James Doidge, Paloma Ferrando-Vivas, Alistair Johnson, Kim Rajappan, Paul Mouncey, David Harrison, Duncan Young, Kathryn Rowan, Peter Watkinson

Πηγή: Health Technology Assessment, Vol 25, Iss 71 (2021)

Θεματικοί όροι: atrial fibrillation, intensive care, critical care, arrhythmia, electrophysiology, outcomes, scoping review, stroke, heart failure, Medical technology, R855-855.5

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/1366-5278; https://doaj.org/toc/2046-4924

Σύνδεσμος πρόσβασης: https://doaj.org/article/692866812c574edc8cba83d9857ee9dc

Vital-sign circadian rhythms in patients prior to discharge from an ICU: a retrospective observational analysis of routinely recorded physiological data

Συγγραφείς: Shaun Davidson, Mauricio Villarroel, Mirae Harford, Eoin Finnegan, Joao Jorge, Duncan Young, Peter Watkinson, Lionel Tarassenko

Πηγή: Critical Care, Vol 24, Iss 1, Pp 1-13 (2020)

Θεματικοί όροι: Circadian rhythms, Intensive care unit, Blood pressure, Vital-sign monitoring, Delirium, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

Περιγραφή αρχείου: electronic resource

Relation: http://link.springer.com/article/10.1186/s13054-020-02861-2; https://doaj.org/toc/1364-8535

Σύνδεσμος πρόσβασης: https://doaj.org/article/bc634a732c824429ba7f71deb7403002

Correction to: Vital-sign circadian rhythms in patients prior to discharge from an ICU: a retrospective observational analysis of routinely recorded physiological data

Συγγραφείς: Shaun Davidson, Mauricio Villarroel, Mirae Harford, Eoin Finnegan, Joao Jorge, Duncan Young, Peter Watkinson, Lionel Tarassenko

Πηγή: Critical Care, Vol 26, Iss 1, Pp 1-2 (2022)

Θεματικοί όροι: Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

Περιγραφή αρχείου: electronic resource

Relation: https://doaj.org/toc/1364-8535

Σύνδεσμος πρόσβασης: https://doaj.org/article/629f6ebd632449b680d0dd92b102beee

Anxiety, Depression and Post Traumatic Stress Disorder after critical illness: a UK-wide prospective cohort study

Συγγραφείς: Robert Hatch, Duncan Young, Vicki Barber, John Griffiths, David A. Harrison, Peter Watkinson

Πηγή: Critical Care, Vol 22, Iss 1, Pp 1-13 (2018)

Θεματικοί όροι: Anxiety, Depression, Post-traumatic stress disorder, PTSD, Post-traumatic stress disorder civilian checklist, PCL-C, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

Περιγραφή αρχείου: electronic resource

Relation: http://link.springer.com/article/10.1186/s13054-018-2223-6; https://doaj.org/toc/1364-8535

Σύνδεσμος πρόσβασης: https://doaj.org/article/d84b1b7a705f4eaa9e028c24193a81df