Cardiovascular Risk Stratification in Diabetic Retinopathy via Atherosclerotic Pathway in COVID-19/Non-COVID-19 Frameworks Using Artificial Intelligence Paradigm: A Narrative Review.

Autor: Munjral S; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Maindarkar M; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.; Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India., Ahluwalia P; Max Institute of Cancer Care, Max Super Specialty Hospital, New Delhi 110017, India., Puvvula A; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.; Annu's Hospitals for Skin and Diabetes, Nellore 524101, India., Jamthikar A; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Jujaray T; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.; Department of Molecular, Cell and Developmental Biology, University of California, Santa Cruz, CA 95616, USA., Suri N; Mira Loma High School, Sacramento, CA 95821, USA., Paul S; Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India., Pathak R; Department of Computer Science Engineering, Rawatpura Sarkar University, Raipur 492015, India., Saba L; Department of Radiology, Azienda Ospedaliero Universitaria, 40138 Cagliari, Italy., Chalakkal RJ; oDocs Eye Care Research Laboratory, Dunedin 9013, New Zealand., Gupta S; CSE Department, Bennett University, Greater Noida 201310, India., Faa G; Department of Pathology, Azienda Ospedaliero Universitaria, 09124 Cagliari, Italy., Singh IM; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Chadha PS; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Turk M; The Hanse-Wissenschaftskolleg Institute for Advanced Study, 27753 Delmenhorst, Germany., Johri AM; Department of Medicine, Division of Cardiology, Queen's University, Kingston, ON K7L 3N6, Canada., Khanna NN; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110001, India., Viskovic K; Department of Radiology and Ultrasound, University Hospital for Infectious Diseases, 10 000 Zagreb, Croatia., Mavrogeni S; Cardiology Clinic, Onassis Cardiac Surgery Centre, 17674 Athens, Greece., Laird JR; Heart and Vascular Institute, Adventist Health St. Helena, St. Helena, CA 94574, USA., Pareek G; Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA., Miner M; Men's Health Centre, Miriam Hospital Providence, Providence, RI 02906, USA., Sobel DW; Rheumatology Unit, National Kapodistrian University of Athens, 15772 Athens, Greece., Balestrieri A; Department of Radiology, Azienda Ospedaliero Universitaria, 40138 Cagliari, Italy., Sfikakis PP; Rheumatology Unit, National Kapodistrian University of Athens, 15772 Athens, Greece., Tsoulfas G; Department of Surgery, Aristoteleion University of Thessaloniki, 54124 Thessaloniki, Greece., Protogerou A; Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 15772 Athens, Greece., Misra DP; Department of Immunology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India., Agarwal V; Department of Immunology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India., Kitas GD; Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK.; Arthritis Research UK Epidemiology Unit, Manchester University, Manchester M13 9PL, UK., Kolluri R; OhioHealth Heart and Vascular, Columbus, OH 43214, USA., Teji J; Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA., Al-Maini M; Allergy, Clinical Immunology and Rheumatology Institute, Toronto, ON L4Z 4C4, Canada., Dhanjil SK; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Sockalingam M; MV Centre of Diabetes, Chennai 600013, India., Saxena A; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110001, India., Sharma A; Division of Cardiovascular Medicine, University of Virginia, Charlottesville, VA 22904, USA., Rathore V; Nephrology Department, Kaiser Permanente, Sacramento, CA 95119, USA., Fatemi M; Department of Physiology & Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Alizad A; Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Viswanathan V; MV Hospital for Diabetes and Professor MVD Research Centre, Chennai 600013, India., Krishnan PR; Neurology Department, Fortis Hospital, Bangalore 560076, India., Omerzu T; Department of Neurology, University Medical Centre Maribor, 1262 Maribor, Slovenia., Naidu S; Electrical Engineering Department, University of Minnesota, Duluth, MN 55812, USA., Nicolaides A; Vascular Screening and Diagnostic Centre, University of Nicosia Medical School, Nicosia 2408, Cyprus., Fouda MM; Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID 83209, USA., Suri JS; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.

Publikováno v: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2022 May 14; Vol. 12 (5). Date of Electronic Publication: 2022 May 14.

Quality and content analysis of fundus images using deep learning.

Autor: Chalakkal RJ; Electrical, Computer and Software Engineering Department, University of Auckland, New Zealand. Electronic address: renoh.chalakkal@auckland.ac.nz., Abdulla WH; Electrical, Computer and Software Engineering Department, University of Auckland, New Zealand. Electronic address: w.abdulla@auckland.ac.nz., Thulaseedharan SS; Department of Ophthalmology, Government Medical College, Kerala, India. Electronic address: sinuthulasi@gmail.com.

Publikováno v: Computers in biology and medicine [Comput Biol Med] 2019 May; Vol. 108, pp. 317-331. Date of Electronic Publication: 2019 Mar 26.