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Heatmap analysis for artificial intelligence explainability in diabetic retinopathy detection: illuminating the rationale of deep learning decisions.

Autor: Malerbi FK; Department of Ophthalmology and Visual Sciences, Federal University of Sao Paulo, Sao Paulo, Brazil.; Phelcom Technologies, Sao Carlos, Brazil.; Diabetes Center, Federal University of Sao Paulo, Sao Paulo, Brazil., Nakayama LF; Department of Ophthalmology and Visual Sciences, Federal University of Sao Paulo, Sao Paulo, Brazil., Prado P; Phelcom Technologies, Sao Carlos, Brazil., Yamanaka F; Phelcom Technologies, Sao Carlos, Brazil., Melo GB; Department of Ophthalmology and Visual Sciences, Federal University of Sao Paulo, Sao Paulo, Brazil.; Sergipe Eye Hospital (Hospital de Olhos de Sergipe), Aracaju, Sergipe, Brazil., Regatieri CV; Department of Ophthalmology and Visual Sciences, Federal University of Sao Paulo, Sao Paulo, Brazil., Stuchi JA; Phelcom Technologies, Sao Carlos, Brazil.

Publikováno v: Annals of translational medicine [Ann Transl Med] 2024 Oct 20; Vol. 12 (5), pp. 89. Date of Electronic Publication: 2024 Oct 12.

Evidence-based guidelines for drug dosing in intravitreal injections in silicone oil-filled eyes: Pharmacokinetics, safety, and optimal dosage.

Autor: Ferro Desideri L; Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 15, Bern CH-3010, Switzerland; Bern Photographic Reading Center, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department for BioMedical Research, University of Bern, Murtenstrasse 24, Bern CH-3008, Switzerland., Sim PY; Moorfields Eye Hospital NHS Foundation Trust, London, UK., Bernardi E; Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 15, Bern CH-3010, Switzerland; Department for BioMedical Research, University of Bern, Murtenstrasse 24, Bern CH-3008, Switzerland., Paschon K; Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 15, Bern CH-3010, Switzerland; Department for BioMedical Research, University of Bern, Murtenstrasse 24, Bern CH-3008, Switzerland., Roth J; Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 15, Bern CH-3010, Switzerland; Department for BioMedical Research, University of Bern, Murtenstrasse 24, Bern CH-3008, Switzerland., Fung AT; Westmead and Central (Save Sight Institute) Clinical Schools, Specialty of Clinical Ophthalmology and Eye Health, University of Sydney, Sydney, Australia; Department of Ophthalmology, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia., Wu XN; Department of Ophthalmology, Fremantle Hospital, Perth, Australia., Chou HD; Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou Medical Center, Taiwan and College of Medicine, Chang Gung University, Taoyuan, Taiwan., Henderson R; Moorfields Eye Hospital NHS Foundation Trust, London, UK., Tsui E; UCLA Stein Eye Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA., Berrocal M; Berrocal & Associates, Department of Ophthalmology, University of Puerto Rico, San Juan, Puerto Rico, USA., Chhablani J; Medical Retina and Vitreoretinal Surgery, University of Pittsburgh School of Medicine, Pittsburg, PA, USA., Wykoff CC; Retina Consultants of Texas; Blanton Eye Institute Houston Methodist Hospital, Houston, TX, USA., Cheung CMG; Singapore National Eye Centre, Singapore; Singapore Eye Research Institute, Singapore; Eye-ACP, Duke-NUS Medical School, Singapore., Querques G; Department of Ophthalmology, University Vita-Salute IRCCS San Raffaele Scientific Institute, Milan, Italy., Melo GB; Federal University of São Paulo, UNIFESP, São Paulo, SP, Brazil., Subhi Y; Department of Ophthalmology, Copenhagen University Hospital, Copenhagen, Denmark., Loewenstein A; Department of Ophthalmology, Tel Aviv Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel., Kiilgaard JF; Department of Ophthalmology, Copenhagen University Hospital, Copenhagen, Denmark., Zinkernagel M; Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 15, Bern CH-3010, Switzerland; Bern Photographic Reading Center, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department for BioMedical Research, University of Bern, Murtenstrasse 24, Bern CH-3008, Switzerland., Anguita R; Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 15, Bern CH-3010, Switzerland; Moorfields Eye Hospital NHS Foundation Trust, London, UK. Electronic address: rodrigoanguita@gmail.com.

Publikováno v: Survey of ophthalmology [Surv Ophthalmol] 2024 Sep 27. Date of Electronic Publication: 2024 Sep 27.