共 50 条
- [1] Age and sex affect deep learning prediction of cardiometabolic risk factors from retinal imagesSCIENTIFIC REPORTS, 2020, 10 (01)Gerrits, Nele论文数: 0 引用数: 0 h-index: 0机构: VITO NV, Unit Hlth, Mol, Belgium VITO NV, Unit Hlth, Mol, BelgiumElen, Bart论文数: 0 引用数: 0 h-index: 0机构: VITO NV, Unit Hlth, Mol, Belgium VITO NV, Unit Hlth, Mol, BelgiumVan Craenendonck, Toon论文数: 0 引用数: 0 h-index: 0机构: VITO NV, Unit Hlth, Mol, Belgium VITO NV, Unit Hlth, Mol, BelgiumTriantafyllidou, Danai论文数: 0 引用数: 0 h-index: 0机构: VITO NV, Unit Hlth, Mol, Belgium VITO NV, Unit Hlth, Mol, BelgiumPetropoulos, Ioannis N.论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Med Qatar, Doha, Qatar VITO NV, Unit Hlth, Mol, BelgiumMalik, Rayaz A.论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Med Qatar, Doha, Qatar VITO NV, Unit Hlth, Mol, BelgiumDe Boever, Patrick论文数: 0 引用数: 0 h-index: 0机构: VITO NV, Unit Hlth, Mol, Belgium Hasselt Univ, Diepenbeek, Belgium Univ Antwerp, Dept Biol, Univ Pl 1, B-2610 Antwerp, Belgium VITO NV, Unit Hlth, Mol, Belgium
- [2] Age and sex affect deep learning prediction of cardiometabolic risk factors from retinal imagesScientific Reports, 10Nele Gerrits论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyBart Elen论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyToon Van Craenendonck论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyDanai Triantafyllidou论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyIoannis N. Petropoulos论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyRayaz A. Malik论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyPatrick De Boever论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of Biology
- [3] Deep Learning -Based Prediction of Genetic Risk in Retinopathy of Prematurity Using Retinal ImagesINVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2024, 65 (07)Young, Benjamin论文数: 0 引用数: 0 h-index: 0机构: Oregon Hlth & Sci Univ, Portland, OR USA Oregon Hlth & Sci Univ, Portland, OR USALin, Wei-Chun论文数: 0 引用数: 0 h-index: 0机构: Oregon Hlth & Sci Univ, Portland, OR USA Oregon Hlth & Sci Univ, Portland, OR USACoyner, Aaron S.论文数: 0 引用数: 0 h-index: 0机构: Oregon Hlth & Sci Univ, Portland, OR USA Oregon Hlth & Sci Univ, Portland, OR USAOstmo, Susan R.论文数: 0 引用数: 0 h-index: 0机构: Oregon Hlth & Sci Univ, Portland, OR USA Oregon Hlth & Sci Univ, Portland, OR USASingh, Praveer论文数: 0 引用数: 0 h-index: 0机构: Univ Colorado Syst, Denver, CO USA Oregon Hlth & Sci Univ, Portland, OR USAKalpathy-Cramer, Jayashree论文数: 0 引用数: 0 h-index: 0机构: Univ Colorado Syst, Denver, CO USA Oregon Hlth & Sci Univ, Portland, OR USA论文数: 引用数: h-index:机构:Chan, Robison Vernon Paul论文数: 0 引用数: 0 h-index: 0机构: Illinois Eye & Ear Infirm, Chicago, IL USA Oregon Hlth & Sci Univ, Portland, OR USAChiang, Michael F.论文数: 0 引用数: 0 h-index: 0机构: NEI, Bethesda, MD USA Oregon Hlth & Sci Univ, Portland, OR USACampbell, John Peter论文数: 0 引用数: 0 h-index: 0机构: Oregon Hlth & Sci Univ, Portland, OR USA Oregon Hlth & Sci Univ, Portland, OR USA
- [4] Age Prediction from Retinal Fundus Images and Segmented Vessel Images using Deep LearningINVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2023, 64 (08)Wang, Yushan论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Ophthalmol, London, England Moorfields Eye Hosp NHS Fdn Trust, London, England UCL, Inst Ophthalmol, London, EnglandLiu, Timing论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Ophthalmol, London, England Moorfields Eye Hosp NHS Fdn Trust, London, England UCL, Inst Ophthalmol, London, EnglandWilliamson, Dominic论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Ophthalmol, London, England Moorfields Eye Hosp NHS Fdn Trust, London, England UCL, Inst Ophthalmol, London, EnglandStruyven, Robbert论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Ophthalmol, London, England Moorfields Eye Hosp NHS Fdn Trust, London, England UCL, Inst Ophthalmol, London, EnglandZhou, Yukun论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Ophthalmol, London, England Moorfields Eye Hosp NHS Fdn Trust, London, England UCL, Inst Ophthalmol, London, EnglandRomero-Bascones, David论文数: 0 引用数: 0 h-index: 0机构: Moorfields Eye Hosp NHS Fdn Trust, London, England Mondragon Unibertsitatea, Arrasate Mondragon, Pais Vasco, Spain UCL, Inst Ophthalmol, London, EnglandLozano, Mateo Gende论文数: 0 引用数: 0 h-index: 0机构: Moorfields Eye Hosp NHS Fdn Trust, London, England Univ A Coruna, La Coruna, Galicia, Spain UCL, Inst Ophthalmol, London, EnglandBalaskas, Konstantinos论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Ophthalmol, London, England Moorfields Eye Hosp NHS Fdn Trust, London, England UCL, Inst Ophthalmol, London, EnglandBorja, Mario Cortina论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Child Hlth, Populat Policy & Practice Res & Teaching Dep, London, England UCL, Inst Ophthalmol, London, EnglandRahi, Jugnoo论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Child Hlth, Populat Policy & Practice Res & Teaching Dep, London, England Great Ormond St Hosp Children NHS Fdn Trust, London, England UCL, Inst Ophthalmol, London, EnglandPetzold, Axel论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Ophthalmol, London, England UCL Queen Sq Inst Neurol, London, England UCL, Inst Ophthalmol, London, EnglandKhawaja, Anthony P.论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Ophthalmol, London, England Moorfields Eye Hosp NHS Fdn Trust, London, England UCL, Inst Ophthalmol, London, EnglandDenniston, Alastair K.论文数: 0 引用数: 0 h-index: 0机构: Univ Hosp Birmingham NHS Fdn Trust, Birmingham, England UCL, Inst Ophthalmol, London, EnglandWagner, Siegfried论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Ophthalmol, London, England Moorfields Eye Hosp NHS Fdn Trust, London, England UCL, Inst Ophthalmol, London, EnglandKeane, Pearse论文数: 0 引用数: 0 h-index: 0机构: UCL, Inst Ophthalmol, London, England Moorfields Eye Hosp NHS Fdn Trust, London, England UCL, Inst Ophthalmol, London, England
- [5] Publisher Correction: Age and sex affect deep learning prediction of cardiometabolic risk factors from retinal imagesScientific Reports, 11Nele Gerrits论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyBart Elen论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyToon Van Craenendonck论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyDanai Triantafyllidou论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyIoannis N. Petropoulos论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyRayaz A. Malik论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyPatrick De Boever论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of Biology
- [6] Prediction of Cardiovascular Diseases with Retinal Images Using Deep Learning2024 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND APPLIED INFORMATICS, ACCAI 2024, 2024,Vineetha, Tumu论文数: 0 引用数: 0 h-index: 0机构: Lakireddy Bali Reddy Coll Engn, Comp Sci & Engn, Mylavaram, India Lakireddy Bali Reddy Coll Engn, Comp Sci & Engn, Mylavaram, IndiaReddy, Danda Rami论文数: 0 引用数: 0 h-index: 0机构: Lakireddy Bali Reddy Coll Engn, Comp Sci & Engn, Mylavaram, India Lakireddy Bali Reddy Coll Engn, Comp Sci & Engn, Mylavaram, IndiaMahendra, Kandimalla论文数: 0 引用数: 0 h-index: 0机构: Lakireddy Bali Reddy Coll Engn, Comp Sci & Engn, Mylavaram, India Lakireddy Bali Reddy Coll Engn, Comp Sci & Engn, Mylavaram, IndiaLakshmi, Ballanki Dhana论文数: 0 引用数: 0 h-index: 0机构: Lakireddy Bali Reddy Coll Engn, Comp Sci & Engn, Mylavaram, India Lakireddy Bali Reddy Coll Engn, Comp Sci & Engn, Mylavaram, India
- [7] Deep Learning-Based Vascular Aging Prediction From Retinal Fundus ImagesTRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2024, 13 (07): : 10Wang, Ruohong论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R ChinaTan, Yuhe论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R ChinaZhong, Zheng论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R ChinaRao, Suyun论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R ChinaZhou, Ziqing论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R ChinaZhang, Lisha论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Hlth Management Ctr, Wuhan, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R ChinaZhang, Cuntai论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Geriatr, Wuhan 430030, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R ChinaChen, Wei论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Comp Ctr, Wuhan, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R ChinaRuan, Lei论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Geriatr, Wuhan 430030, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R ChinaSun, Xufang论文数: 0 引用数: 0 h-index: 0机构: Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R China Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Ophthalmol, Wuhan 430030, Peoples R China
- [8] A Systematic Review and Meta-Analysis of Applying Deep Learning in the Prediction of the Risk of Cardiovascular Diseases From Retinal ImagesTRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2023, 12 (07):Hu, Wenyi论文数: 0 引用数: 0 h-index: 0机构: Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, Australia Univ Melbourne, Dept Surg Ophthalmol, Melbourne, Vic, Australia Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, AustraliaYii, Fabian S. L.论文数: 0 引用数: 0 h-index: 0机构: Univ Edinburgh, Ctr Clin Brain Sci, Edinburgh Med Sch, Edinburgh, Midlothian, Scotland Univ Edinburgh, Inst Regenerat & Repair, Curle Ophthalmol Lab, Edinburgh, Midlothian, Scotland Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, AustraliaChen, Ruiye论文数: 0 引用数: 0 h-index: 0机构: Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, Australia Univ Melbourne, Dept Surg Ophthalmol, Melbourne, Vic, Australia Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, AustraliaZhang, Xinyu论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Sch Med, Shanghai, Peoples R China Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, AustraliaShang, Xianwen论文数: 0 引用数: 0 h-index: 0机构: Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, Australia Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, AustraliaKiburg, Katerina论文数: 0 引用数: 0 h-index: 0机构: Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, Australia Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, AustraliaWoods, Ekaterina论文数: 0 引用数: 0 h-index: 0机构: Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, Australia Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, AustraliaVingrys, Algis论文数: 0 引用数: 0 h-index: 0机构: Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, Australia Univ Melbourne, Dept Optometry & Vis Sci, 800 Swanston St, Melbourne, Vic 3053, Australia Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, AustraliaZhang, Lei论文数: 0 引用数: 0 h-index: 0机构: Monash Univ, Fac Med Nursing & Hlth Sci, Cent Clin Sch, Melbourne, Vic, Australia Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, AustraliaZhu, Zhuoting论文数: 0 引用数: 0 h-index: 0机构: Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, Australia Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, AustraliaHe, Mingguang论文数: 0 引用数: 0 h-index: 0机构: Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, Australia Univ Melbourne, Dept Surg Ophthalmol, Melbourne, Vic, Australia Royal Victorian Eye & Ear Hosp, Ctr Eye Res Australia, 32 Gisborne St, East Melbourne, Vic 3002, Australia
- [9] Age and sex affect deep learning prediction of cardiometabolic risk factors from retinal images (vol 10, 9432, 2020)SCIENTIFIC REPORTS, 2021, 11 (01)Gerrits, Nele论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyElen, Bart论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyVan Craenendonck, Toon论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyTriantafyllidou, Danai论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyPetropoulos, Ioannis N.论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyMalik, Rayaz A.论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of BiologyDe Boever, Patrick论文数: 0 引用数: 0 h-index: 0机构: VITO NV,Department of Biology
- [10] HyMNet: A Multimodal Deep Learning System for Hypertension Prediction Using Fundus Images and Cardiometabolic Risk FactorsBIOENGINEERING-BASEL, 2024, 11 (11):Baharoon, Mohammed论文数: 0 引用数: 0 h-index: 0机构: King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, Data Management Dept, Riyadh 11481, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi ArabiaAlmatar, Hessa论文数: 0 引用数: 0 h-index: 0机构: King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi ArabiaAlduhayan, Reema论文数: 0 引用数: 0 h-index: 0机构: King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi ArabiaAldebasi, Tariq论文数: 0 引用数: 0 h-index: 0机构: Minist Natl Guard Hlth Affairs, King Abdulaziz Med City, Ophthalmol Dept, Riyadh 14611, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi ArabiaAlahmadi, Badr论文数: 0 引用数: 0 h-index: 0机构: Minist Natl Guard Hlth Affairs, Prince Mohammad Bin Abdulaziz Hosp, Ophthalmol Dept, Al Madinah 42324, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi ArabiaBokhari, Yahya论文数: 0 引用数: 0 h-index: 0机构: King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, Coll Publ Hlth & Hlth Informat, Riyadh 14815, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi ArabiaAlawad, Mohammed论文数: 0 引用数: 0 h-index: 0机构: Saudi Data & Artificial Intelligence Author SDAIA, Natl Ctr Artificial Intelligence NCAI, Riyadh 12382, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi ArabiaAlmazroa, Ahmed论文数: 0 引用数: 0 h-index: 0机构: King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi ArabiaAljouie, Abdulrhman论文数: 0 引用数: 0 h-index: 0机构: King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, Data Management Dept, Riyadh 11481, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, Coll Publ Hlth & Hlth Informat, Riyadh 14815, Saudi Arabia King Saud Bin Abdulaziz Univ Hlth Sci KSAU HS, King Abdullah Int Med Res Ctr, AI & Bioinformat Dept, Riyadh 11481, Saudi Arabia