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Kareem Ayoub
Publications - 4
Citations - 1730
Kareem Ayoub is an academic researcher. The author has contributed to research in topics: Health care & Intensive care unit. The author has an hindex of 4, co-authored 4 publications receiving 1152 citations.
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Journal ArticleDOI
Clinically applicable deep learning for diagnosis and referral in retinal disease
Jeffrey De Fauw,Joseph R. Ledsam,Bernardino Romera-Paredes,Stanislav Nikolov,Nenad Tomasev,Sam Blackwell,Harry Askham,Xavier Glorot,Brendan O'Donoghue,Daniel Visentin,George van den Driessche,Balaji Lakshminarayanan,Clemens Meyer,Faith Mackinder,Simon Bouton,Kareem Ayoub,Reena Chopra,Dominic King,Alan Karthikesalingam,Cian Hughes,Rosalind Raine,Julian Hughes,Dawn A Sim,Catherine A Egan,Adnan Tufail,Hugh Montgomery,Demis Hassabis,Geraint Rees,Trevor Back,Peng T. Khaw,Mustafa Suleyman,Julien Cornebise,Pearse A. Keane,Olaf Ronneberger +33 more
TL;DR: A novel deep learning architecture performs device-independent tissue segmentation of clinical 3D retinal images followed by separate diagnostic classification that meets or exceeds human expert clinical diagnoses of retinal disease.
Journal ArticleDOI
Evaluation of a digitally-enabled care pathway for acute kidney injury management in hospital emergency admissions.
Alistair Connell,Hugh Montgomery,Peter Martin,Claire Nightingale,Claire Nightingale,Omid Sadeghi-Alavijeh,Dominic King,Alan Karthikesalingam,Cian Hughes,Trevor Back,Kareem Ayoub,Mustafa Suleyman,Gareth Jones,Jennifer Cross,Sarah Stanley,Mary Emerson,Charles Merrick,Geraint Rees,Chris Laing,Chris Laing,Rosalind Raine +20 more
TL;DR: A digitally enabled care pathway for acute kidney injury (AKI) management incorporating a mobile detection application, specialist clinical response team and care protocol and process measures improved significantly, including time to AKI recognition and treatment of nephrotoxicity.
Journal ArticleDOI
Implementation of a Digitally Enabled Care Pathway (Part 2): Qualitative Analysis of Experiences of Health Care Professionals.
Alistair Connell,Georgia Black,Hugh Montgomery,Peter Martin,Claire Nightingale,Claire Nightingale,Dominic King,Alan Karthikesalingam,Cian Hughes,Trevor Back,Kareem Ayoub,Mustafa Suleyman,Gareth Jones,Jennifer Cross,Sarah Stanley,Mary Emerson,Charles Merrick,Geraint Rees,Chris Laing,Rosalind Raine +19 more
TL;DR: A qualitative evaluation of the experiences of users and other health care professionals whose work was affected by the implementation of a digitally enabled care pathway for patients with acute kidney injury at a tertiary referral hospital in the United Kingdom.
Journal ArticleDOI
Implementation of a Digitally Enabled Care Pathway (Part 1): Impact on Clinical Outcomes and Associated Health Care Costs
Alistair Connell,Rosalind Raine,Peter Martin,Estela Capelas Barbosa,Stephen Morris,Claire Nightingale,Claire Nightingale,Omid Sadeghi-Alavijeh,Dominic King,Alan Karthikesalingam,Cian Hughes,Trevor Back,Kareem Ayoub,Mustafa Suleyman,Gareth Jones,Jennifer Cross,Sarah Stanley,Mary Emerson,Charles Merrick,Geraint Rees,Hugh Montgomery,Chris Laing +21 more
TL;DR: The digitally enabled clinical intervention to detect and treat AKI in hospitalized patients reduced health care costs and possibly reduced cardiac arrest rates.