Diagnostic decisions of specialist optometrists exposed to ambiguous deep-learning outputs by Josie Carmichael, Enrico Costanza, Ann Blandford, Robbert Struyven, Pearse A. Keane, Konstantinos Balaskas

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Sickle Eye Project: a cross-sectional, non-interventional study of the prevalence of visual impairment due to sickle cell retinopathy and maculopathy in the UK by Konstantinos Balaskas, James Talks, Christiana Dinah, Brigit Greystoke, Rossby Awadzi, Peter Beke, Roger Ahern

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Visual acuity outcome of stable proliferative diabetic retinopathy following initial complete panretinal photocoagulation by Sobha Sivaprasad, Pearse A Keane, Livia Faes, Dun Jack Fu, Konstantinos Balaskas, Dawn Sim, Sridevi Thottarath

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Safety and efficacy of an artificial intelligence-enabled decision tool for treatment decisions in neovascular age-related macular degeneration and an exploration of clinical pathw... by Katie Brittain, Konstantinos Balaskas, Dawn Teare, Gregory Maniatopoulos, James Talks, Pearse Keane, Henry David Jeffry Hogg

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Biomarkers of macular neovascularisation activity using optical coherence tomography angiography in treated stable neovascular age related macular degeneration by Daren Hanumunthadu, Azahir Saleh, Daniela Florea, Konstantinos Balaskas, Pearse A Keane, Tariq Aslam, Praveen J. Patel

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Visual and Anatomical Outcomes of a Single Intravitreal Dexamethasone in Diabetic Macular Edema: An 8 Year Real-World Study by Livia Faes, Amit V. Mishra, Veronika Lipkova, Konstantinos Balaskas, Chrystie Quek, Robin Hamilton, Ulrike Held, Dawn Sim, Sobha Sivaprasad, Dun Jack Fu

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Predicting sex from retinal fundus photographs using automated deep learning by Edward Korot, Nikolas Pontikos, Xiaoxuan Liu, Siegfried K. Wagner, Livia Faes, Josef Huemer, Konstantinos Balaskas, Alastair K. Denniston, Anthony Khawaja, Pearse A. Keane

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Interdevice variability of central corneal thickness measurement. by Peter M Maloca, Harald P Studer, Renato Ambrósio, David Goldblum, Simon Rothenbuehler, Daniel Barthelmes, Sandrine Zweifel, Hendrik P N Scholl, Konstantinos Balaskas, Adnan Tufail, Pascal W Hasler

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Evaluating the Effects of C3 Inhibition on Geographic Atrophy Progression from Deep-Learning OCT Quantification: A Split-Person Study by Dun Jack Fu, Veronika Lipkova, Bart Liefers, Sophie Glinton, Livia Faes, Alex McKeown, Lukas Scheibler, Nikolas Pontikos, Praveen J. Patel, Gongyu Zhang, Pearse A. Keane, Konstantinos Balaskas

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Prediction of visual function from automatically quantified optical coherence tomography biomarkers in patients with geographic atrophy using machine learning by Konstantinos Balaskas, S. Glinton, T. D. L. Keenan, L. Faes, B. Liefers, G. Zhang, N. Pontikos, R. Struyven, S. K. Wagner, A. McKeown, P. J. Patel, P. A. Keane, D. J. Fu

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Uncovering of intraspecies macular heterogeneity in cynomolgus monkeys using hybrid machine learning optical coherence tomography image segmentation by Peter M. Maloca, Christine Seeger, Helen Booler, Philippe Valmaggia, Ken Kawamoto, Qayim Kaba, Nadja Inglin, Konstantinos Balaskas, Catherine Egan, Adnan Tufail, Hendrik P. N. Scholl, Pascal W. Hasler, Nora Denk

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Machine Learning Algorithms to Detect Subclinical Keratoconus: Systematic Review by Howard Maile, Ji-Peng Olivia Li, Daniel Gore, Marcello Leucci, Padraig Mulholland, Scott Hau, Anita Szabo, Ismail Moghul, Konstantinos Balaskas, Kaoru Fujinami, Pirro Hysi, Alice Davidson, Petra Liskova, Alison Hardcastle, Stephen Tuft, Nikolas Pontikos

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The MATE trial: a multicentre, mixed-methodology, pilot, randomised controlled trial in neovascular age-related macular degeneration by Archana Airody, Heidi A. Baseler, Julie Seymour, Victoria Allgar, Rajarshi Mukherjee, Louise Downey, Sushma Dhar-Munshi, Sajjad Mahmood, Konstantinos Balaskas, Theo Empeslidis, Rachel L. W. Hanson, Tracey Dorey, Tom Szczerbicki, Sobha Sivaprasad, Richard P. Gale

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Unraveling the deep learning gearbox in optical coherence tomography image segmentation towards explainable artificial intelligence by Peter M. Maloca, Philipp L. Müller, Aaron Y. Lee, Adnan Tufail, Konstantinos Balaskas, Stephanie Niklaus, Pascal Kaiser, Susanne Suter, Javier Zarranz-Ventura, Catherine Egan, Hendrik P. N. Scholl, Tobias K. Schnitzer, Thomas Singer, Pascal W. Hasler, Nora Denk

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Validation of automated artificial intelligence segmentation of optical coherence tomography images. by Peter M Maloca, Aaron Y Lee, Emanuel R de Carvalho, Mali Okada, Katrin Fasler, Irene Leung, Beat Hörmann, Pascal Kaiser, Susanne Suter, Pascal W Hasler, Javier Zarranz-Ventura, Catherine Egan, Tjebo F C Heeren, Konstantinos Balaskas, Adnan Tufail, Hendrik P N Scholl

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Teleophthalmology-enabled and artificial intelligence-ready referral pathway for community optometry referrals of retinal disease (HERMES): a Cluster Randomised Superiority Trial w... by Ann Blandford, Tariq Aslam, Catey Bunce, Pearse A Keane, Luke Vale, Alastair K Denniston, Praveen J Patel, Konstantinos Balaskas, Xiaoxuan Liu, Abdel Douiri, John Lawrenson, Rima Hussain, Dawn Sim, Christiana Dinah, Annastazia E Learoyd, Ashleigh Kernohan, Gabriela Grimaldi, Ji Eun Diana Han, Evangelos Minos

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Can artificial intelligence accelerate the diagnosis of inherited retinal diseases? Protocol for a data-only retrospective cohort study (Eye2Gene) by Sagnik Sen, Michel Michaelides, Andrew R Webster, Konstantinos Balaskas, Kaoru Fujinami, Manuel Gomes, Nikolas Pontikos, Susan M Downes, Malena Daich Varela, Omar A Mahroo, Thales Antonio Cabral de Guimaraes, Stephen Archer, Gavin Arno, Mital Shah, Savita Madhusudhan, Quang Nguyen, William Woof, Nathaniel Kabiri, Dayyanah Sumodhee, Ismail Moghul, Saoud Al-Khuzaei, Yichen Liu, Catherine Hollyhead, Bhavna Tailor, Loy Lobo, Carl Veal, Jennifer Furman

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Macular Telangiectasia Type 2 by Emily Y. Chew, MD, Tunde Peto, MD, PhD, Traci E. Clemons, PhD, Ferenc B. Sallo, MD, PhD, Daniel Pauleikhoff, MD, PhD, Irene Leung, BA, Glenn J. Jaffe, MD, Tjebo F.C. Heeren, MD, Catherine A. Egan, MD, Peter Charbel Issa, MD, PhD, Konstantinos Balaskas, MD, Frank G. Holz, MD, Alain Gaudric, MD, Alan C. Bird, MD, Martin Friedlander, MD, PhD

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Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study by Livia Faes, MD, Siegfried K Wagner, BMBCh, Dun Jack Fu, PhD, Xiaoxuan Liu, MBChB, Edward Korot, MD, Joseph R Ledsam, MBChB, Trevor Back, PhD, Reena Chopra, BSc, Nikolas Pontikos, PhD, Christoph Kern, MD, Gabriella Moraes, MD, Martin K Schmid, ProfMD, Dawn Sim, PhD, Konstantinos Balaskas, MD, Lucas M Bachmann, ProfPhD, Alastair K Denniston, ProfPhD, Pearse A Keane, MD

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SynthEye: Investigating the Impact of Synthetic Data on Artificial Intelligence-assisted Gene Diagnosis of Inherited Retinal Disease by Yoga Advaith Veturi, MSc, William Woof, PhD, Teddy Lazebnik, PhD, Ismail Moghul, PhD, Peter Woodward-Court, PhD, MBBS, Siegfried K. Wagner, BMBCh, Thales Antonio Cabral de Guimarães, PhD, MD, Malena Daich Varela, PhD, MD, Bart Liefers, PhD, Praveen J. Patel, MBBChir MD(Res), Stephan Beck, PhD, Andrew R. Webster, FRCOphth, Omar Mahroo, PhD, MBBChir, Pearse A. Keane, MD, MB BCH BAO, Michel Michaelides, MD, Konstantinos Balaskas, MD, Nikolas Pontikos, PhD

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