A
Alice Bruynseels
Researcher at Queen Elizabeth Hospital Birmingham
Publications - 8
Citations - 887
Alice Bruynseels is an academic researcher from Queen Elizabeth Hospital Birmingham. The author has contributed to research in topics: Internal medicine & Natural history. The author has an hindex of 4, co-authored 7 publications receiving 463 citations. Previous affiliations of Alice Bruynseels include University Hospitals Birmingham NHS Foundation Trust.
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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.
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The UK Paediatric Ocular Trauma Study 3 (POTS3): clinical features and initial management of injuries
Robert J Barry,Freda Sii,Alice Bruynseels,Joseph Abbott,Richard J Blanch,Caroline J MacEwen,Peter Shah +6 more
TL;DR: There has been no improvement in the incidence or severity of pediatric ocular injury rates over the past 25 years, and eye-care providers must be able to provide the necessary services for assessment and management of severe Pediatrics ocular trauma in the emergency setting.
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Severe Intraocular Pressure Elevation After Intracameral Healon 5 Viscoelastic Support for Postoperative Hypotony After XEN Gel Stent Insertion.
TL;DR: A novel case of severe intraocular pressure (IOP) elevation due to intracameral Healon 5 for management of early postoperative (post-op) hypotony following XEN Gel Stent insertion and the management of this complication is described.
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Barriers to adoption of a personal health record in an ophthalmic setting: lessons from implementation of a Glaucoma Patient Passport.
TL;DR: The GPP has the potential to improve patient self-care in glaucoma, bridging the care gap created by the increased workload in glAUcoma services and several areas were identified for future GPP improvement.