Optimized Artificial Intelligence for Enhanced Ectasia Detection Using Scheimpflug-Based Corneal Tomography and Biomechanical Data.

Autor: Ambrósio R Jr; From the Department of Ophthalmology, the Federal University of the State of Rio de Janeiro, Brazil; Rio de Janeiro Corneal Tomography and Biomechanics Study Group, Rio de Janeiro, Brazil; Department of Ophthalmology, Federal University of São Paulo, São Paulo, Brazil; Brazilian Artificial Intelligence Networking in Medicine (BrAIN), Maceio and Rio de Janeiro, Brazil; World College of Refractive Surgery & Visual Sciences, Scottsdale, Arizona, USA. Electronic address: dr.renatoambrosio@gmail.com., Machado AP; Department of Ophthalmology, Federal University of São Paulo, São Paulo, Brazil; Brazilian Artificial Intelligence Networking in Medicine (BrAIN), Maceio and Rio de Janeiro, Brazil; Instituto de Computação, Federal University of Alagoas, Maceio, Brazil., Leão E; Brazilian Artificial Intelligence Networking in Medicine (BrAIN), Maceio and Rio de Janeiro, Brazil; Computing Institute, Federal University of Alagoas, Brazil., Lyra JMG; Brazilian Artificial Intelligence Networking in Medicine (BrAIN), Maceio and Rio de Janeiro, Brazil; Universidade Estadual de Ciências da Saúde de Alagoas (UNCISAL), Maceio, Alagoas, Brazil., Salomão MQ; Rio de Janeiro Corneal Tomography and Biomechanics Study Group, Rio de Janeiro, Brazil; Department of Ophthalmology, Federal University of São Paulo, São Paulo, Brazil; Brazilian Artificial Intelligence Networking in Medicine (BrAIN), Maceio and Rio de Janeiro, Brazil., Esporcatte LGP; Rio de Janeiro Corneal Tomography and Biomechanics Study Group, Rio de Janeiro, Brazil; Department of Ophthalmology, Federal University of São Paulo, São Paulo, Brazil; Brazilian Artificial Intelligence Networking in Medicine (BrAIN), Maceio and Rio de Janeiro, Brazil., da Fonseca Filho JBR; From the Department of Ophthalmology, the Federal University of the State of Rio de Janeiro, Brazil; Rio de Janeiro Corneal Tomography and Biomechanics Study Group, Rio de Janeiro, Brazil., Ferreira-Meneses E; From the Department of Ophthalmology, the Federal University of the State of Rio de Janeiro, Brazil; Rio de Janeiro Corneal Tomography and Biomechanics Study Group, Rio de Janeiro, Brazil., Sena NB Jr; From the Department of Ophthalmology, the Federal University of the State of Rio de Janeiro, Brazil; Rio de Janeiro Corneal Tomography and Biomechanics Study Group, Rio de Janeiro, Brazil., Haddad JS; Department of Ophthalmology, Federal University of São Paulo, São Paulo, Brazil., Costa Neto A; From the Department of Ophthalmology, the Federal University of the State of Rio de Janeiro, Brazil; Brazilian Artificial Intelligence Networking in Medicine (BrAIN), Maceio and Rio de Janeiro, Brazil., de Almeida GC Jr; Brazilian Artificial Intelligence Networking in Medicine (BrAIN), Maceio and Rio de Janeiro, Brazil., Roberts CJ; Department of Ophthalmology & Visual Sciences, Department of Biomedical Engineering, the Ohio State University, Columbus, Ohio, USA., Elsheikh A; The School of Engineering, University of Liverpool, Liverpool, United Kingdom; Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China; NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom., Vinciguerra R; The School of Engineering, University of Liverpool, Liverpool, United Kingdom; Humanitas San Pio X Hospital, Milano, Italy., Vinciguerra P; Department of Biomedical Sciences, Humanitas University, Milan, Italy; Humanitas Clinical and Research Center-IRCCS, Rozzano, Italy., Bühren J; Praxis für Augenheilkunde Prof. Bühren, Germany; Department of Ophthalmology, Goethe University Frankfurt, Frankfurt am Main, Germany., Kohnen T; Department of Ophthalmology, Goethe University Frankfurt, Frankfurt am Main, Germany., Kezirian GM; World College of Refractive Surgery & Visual Sciences, Scottsdale, Arizona, USA; SurgiVision® Consultants, Inc, Scottsdale, Arizona, USA., Hafezi F; ELZA Institute, Dietikon, Swisstzerland; Center for Applied Biotechnology and Molecular Medicine, University of Zurich, Zurich, Switzerland; USC Roski Eye Institute, Miller School of Medicine; Los Angeles, California, USA; School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, China; Light for Sight Foundation, Dietikon., Hafezi NL; ELZA Institute, Dietikon, Swisstzerland; Center for Applied Biotechnology and Molecular Medicine, University of Zurich, Zurich, Switzerland; Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Light for Sight Foundation, Dietikon., Torres-Netto EA; Department of Ophthalmology, Federal University of São Paulo, São Paulo, Brazil; ELZA Institute, Dietikon, Swisstzerland; Light for Sight Foundation, Dietikon., Lu N; Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Department of Ophthalmology, Antwerp University Hospital, Edegem, Belgium; Emmetropia Mediterranean Eye Institute, Heraklion, Greece; Light for Sight Foundation, Dietikon., Kang DSY; Eyereum Eye Clinic, Seoul, South Korea., Kermani O; Augenklinik am Neumarkt, Cologne, Germany., Koh S; Department of Ophthalmology, Osaka University Graduate School of Medicine, Osaka, Japan., Padmanabhan P; Department of Cornea and Refractive Surgery, Medical Research Foundation, Sankara Nethralaya, Chennai, Tamil Nadu, India., Taneri S; World College of Refractive Surgery & Visual Sciences, Scottsdale, Arizona, USA; Center for Refractive Surgery Muenster, Muenster; University Eye-Clinic, Ruhr-University, Bochum, Germany., Trattler W; Center for Excellence in Eye Care, Miami, Florida, USA., Gualdi L; Rio de Janeiro Corneal Tomography and Biomechanics Study Group, Rio de Janeiro, Brazil; Diagnostica Oftalmologica e Microchirurgia Oculare (DOMA), Rome, Italy., Salgado-Borges J; Clinica J. Salgado-Borges, Porto., Faria-Correia F; Rio de Janeiro Corneal Tomography and Biomechanics Study Group, Rio de Janeiro, Brazil; Department of Ophthalmology, Hospital de Braga; Life and Health Sciences Research Institute (ICVS), Escola de Medicina, Universidade do Minho, Braga, Portugal., Flockerzi E; Department of Ophthalmology, Saarland University Medical Center, Homburg, Germany., Seitz B; Department of Ophthalmology, Saarland University Medical Center, Homburg, Germany., Jhanji V; Department of Ophthalmology and Visual Sciences, the Chinese University of Hong Kong, Hong Kong SAR, China; Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA., Chan TCY; Department of Ophthalmology and Visual Sciences, the Chinese University of Hong Kong, Hong Kong SAR, China., Baptista PM; Ophthalmology Department, Centro Hospitalar Universitário do Porto, Porto, Portugal., Reinstein DZ; World College of Refractive Surgery & Visual Sciences, Scottsdale, Arizona, USA; Reinstein Vision, London Vision Clinic, London, United Kingdom; Columbia University Medical Center, New York, New York, USA; Sorbonne Université, Paris, France; Biomedical Science Research Institute, Ulster University, Coleraine, United Kingdom., Archer TJ; Reinstein Vision, London Vision Clinic, London, United Kingdom., Rocha KM; Storm Eye Institute, Medical University of South Carolina, Charleston., Waring GO 4th; Waring Vision Institute, Mount Pleasant., Krueger RR; South Carolina, Stanley M. Truhlsen Eye Institute, Department of Ophthalmology and Visual Sciences, University of Nebraska Medical Center, Omaha, Nebraska., Dupps WJ; Cole Eye Institute, Cleveland Clinic; Department of Biomedical Engineering, Lerner Research Institute; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA., Khoramnia R; The David J. Apple International Laboratory for Ocular Pathology, Department of Ophthalmology, University of Heidelberg, Heidelberg, Germany., Hashemi H; Noor Ophthalmology Research Center, Noor Eye Hospital, Tehran, Iran., Asgari S; Noor Ophthalmology Research Center, Noor Eye Hospital, Tehran, Iran., Momeni-Moghaddam H; Rehabilitation Sciences Research Center, Zahedan University of Medical Sciences, Zahedan, Iran., Zarei-Ghanavati S; Eye Research Center, Mashhad University of Medical Sciences, Mashhad, Iran., Shetty R; Department of Cornea and Refractive Surgery, Narayana Nethralaya, Bangalore, India., Khamar P; Department of Cornea and Refractive Surgery, Narayana Nethralaya, Bangalore, India., Belin MW; Department of Ophthalmology & Vision Science, University of Arizona, Tucson, Arizona, USA., Lopes BT; Rio de Janeiro Corneal Tomography and Biomechanics Study Group, Rio de Janeiro, Brazil; Department of Ophthalmology, Federal University of São Paulo, São Paulo, Brazil; Brazilian Artificial Intelligence Networking in Medicine (BrAIN), Maceio and Rio de Janeiro, Brazil; The School of Engineering, University of Liverpool, Liverpool, United Kingdom.

Publikováno v: American journal of ophthalmology [Am J Ophthalmol] 2023 Jul; Vol. 251, pp. 126-142. Date of Electronic Publication: 2022 Dec 19.