M
Mohith Shamdas
Researcher at University of Birmingham
Publications - 11
Citations - 898
Mohith Shamdas is an academic researcher from University of Birmingham. The author has contributed to research in topics: Quality of life (healthcare) & Social media. The author has an hindex of 3, co-authored 9 publications receiving 462 citations. Previous affiliations of Mohith Shamdas include Imperial College London.
Papers
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Journal ArticleDOI
A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis
Xiaoxuan Liu,Livia Faes,Aditya Kale,Siegfried K Wagner,Dun Jack Fu,Alice Bruynseels,Thushika Mahendiran,Gabriella Moraes,Mohith Shamdas,Christoph Kern,Christoph Kern,Joseph R. Ledsam,Martin Schmid,Konstantinos Balaskas,Konstantinos Balaskas,Eric J. Topol,Lucas M. Bachmann,Pearse A. Keane,Alastair K Denniston +18 more
TL;DR: A major finding of the review is that few studies presented externally validated results or compared the performance of deep learning models and health-care professionals using the same sample, which limits reliable interpretation of the reported diagnostic accuracy.
Journal ArticleDOI
Deep Learning Under Scrutiny: Performance Against Health Care Professionals in Detecting Diseases from Medical Imaging - Systematic Review and Meta-Analysis
Livia Faes,Xiaoxuan Liu,Aditya Kale,Alice Bruynseels,Mohith Shamdas,Gabriella Moraes,Dun Jack Fu,Siegfried K Wagner,Christoph Kern,Joseph R. Ledsam,Martin Schmid,Eric J. Topol,Konstantinos Balaskas,Lucas M. Bachmann,Pearse A. Keane,Alastair K Denniston +15 more
TL;DR: A major finding was the poor reporting and potential biases arising from study design that limited reliable interpretation of the reported diagnostic accuracy of deep learning models.
Journal ArticleDOI
Health-related quality of life in patients with uveitis.
TL;DR: Loss of vision resulting from uveitis is associated with reduced HRQOL and the TTO and SG utility values appear directly dependent on the degree of vision loss and not on the duration of disease or systemic medications.
Journal ArticleDOI
Gut Dysbiosis in Ocular Mucous Membrane Pemphigoid
Liying Low,Kusy Suleiman,Mohith Shamdas,Kerolos Bassilious,Natraj Poonit,Amanda E. Rossiter,Animesh Acharjee,Nicholas J. Loman,Philip I. Murray,Graham R. Wallace,Saaeha Rauz +10 more
TL;DR: OcMMP patients have gut dysbiosis correlating with bulbar conjunctival inflammation and the use of systemic immunotherapies, which provides a framework for future longitudinal deep phenotyping studies on the role of the gut microbiome in the pathogenesis of OcM MP.
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Longitudinal Study Investigating the Relationship between Disease Activity and Psychological Status of Patients with Behçet’s Disease
TL;DR: Changes in disease activity account for only a small proportion of changes in psychological status with intra-individual variation playing a large role, and there is a complex relationship between psychological status and disease activity that cannot be explained by changes in Disease activity alone.