DR.JATINDER BALI (B09934)
Abstract
THE COURSE IS DEALS WITH BASICS OF DATA SCIENCE AND ARTIFICIAL INTELLIGENCE(AI) FOR THE OPHTHALMOLOGIST. IT DISCUSSES THE EVOLUTION FROM STATISTICS THOUGH DATA SCIENCE. IT OUTLINES THE CURRENT AI PARADIGMS IN IMAGE RECOGNITION USING FUNDUS PHOTOGRAPHS, OPTICAL COHERENCE TOMOGRAPHY AND VISUAL FIELDS. IT DEFINES THE ROLE OF THE OPHTHALMOLOGIST IN THE DEVELOPING AI ECOSYSTEM AND THE CHALLENGES. IT OUTLINES THE CURRENT DATA CONCEPTS BEING USED IN HEALTHCARE, SCIENTIFIC REPORTING AND RESEARCH PUBLISHING. AS LARGER VOLUMES OF DATA BECOME AVAILABLE FOR ANALYSIS THIS COURSE INTEGRATES THE INSIGHTS FROM TRADITIONAL KNOWLEDGE SYSTEMS TO THE ADVANCED SELF REPLICATING AUTOMATED KNOWLEDGE DISCOVERY MECHANISMS. AFTER ATTENDING THE COURSE THE OPHTHALMOLOGIST SHOULD BE ABLE TO UNDERSTAND THE SCIENCE BEHIND ERROR MESSAGES AND SUGGESTIONS FROM THESE DECISION SUPPORT SYSTEMS. THIS COURSE SHUNS THE BLACK BOX APPROACH TO DECISION MAKING. IT PLACES A HIGH PREMIUM ON EXPLAINABILITY.
| 1 | INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND BIG DATA (6 mins) | DR. BARUN KUMAR NAYAK | |
| 2 | BIG DATA AND AI TECHNIQUES IN CATARACT: WHERE WE ARE…. (9 mins) | DR. NAWAB ZISHAN FAROOQUI | |
| 3 | BIG DATA AND AI TECHNIQUES IN GLAUCOMA: CURRENT CONCEPTS (9 mins) | DR. JATINDER SINGH BHALLA | |
| 4 | TELEOPHTHALMOLOGY, BIG DATA AND AI TECHNIQUES IN PEDIATRIC OPHTHALMOLOGY (8 mins) | Dr. Nilutparna Deori | |
| 5 | BIG DATA AND AI TECHNIQUES IN MACULAR DISEASE AND UVEITIS: CURRENT PARADIGMS (8 mins) | DR. RAJWINDER KAUR BHATTAL | |
| 7 | DATA FLOWS, CLINICAL INFORMATION SYSTEMS, DATA MANAGEMENT,DATA ENGINEERING,AI TECHNIQUES IN HEALTH (15 mins) |
Dr.JATINDER BALI | |
| 8 | KEYNOTE ADDRESS: AIOS – APOS K. VENGALA RAO AWARD NOVEL ARTIFICIAL INTELLIGENCE (AI) DERIVED DRY EYE ANALYZER – IS IT HERE TO STAY? : DR. HAIMANTI CHOUDHURY (C10327) – 10 MINS |
DR. HAIMANTI CHOUDHURY | watch video |
| Panel Discussion : (10 mins.) |
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