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Mariana Batista Goncalves
Mariana Batista Goncalves
Moorfields Eye Hospital
Medicine
Artificial intelligence
Scarcity
self training
Deep learning
4
Papers
1
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0
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2024
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Investigating the impact of saliency maps on clinician’s confidence in model predictions
2021
Investigative Ophthalmology & Visual Science
Sara Beqiri
Abdallah Abbas
Edward Korot
Siegfried K Wagner
Robbert Struyven
Madeline Kelly
Ritvij Singh
Daniel Ferraz
Mariana Batista Goncalves
Josef Huemer
Hagar Khalid
Laxmi Raja
Pearse A. Keane
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Prognostic determinants of postoperative pseudophakic macular oedema in a tertiary hospital setting
2021
Investigative Ophthalmology & Visual Science
Charles Hennings
Komeil Alattar
Mariana Batista Goncalves
Siegfried K Wagner
Pearse A. Keane
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Clinician-driven artificial intelligence in ophthalmology: resources enabling democratization.
2021
Current Opinion in Ophthalmology
Edward Korot
Mariana Batista Goncalves
Saad M. Khan
Robbert Struyven
Siegfried K Wagner
Pearse A. Keane
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Democratizing AI for DR: Automated Self-Training to Address Label Scarcity for Deep Learning in Diabetic Retinopathy Classification
2021
Investigative Ophthalmology & Visual Science
Edward Korot
Mariana Batista Goncalves
Josef Huemer
Hagar Khalid
Siegfried K Wagner
Xiaoxuan Liu
Livia Faes
Alastair K. Denniston
Pearse A. Keane
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