December 2, 2023 (Saturday)
| Symposium 1 Moderators: Robert CHANG, Mingguang HE & Paisan RUAMVIBONNSUK |
ChatGPT, Generative AI & Large Language Models in Ophthalmology & Healthcare |
| 08:00 – 08:15 | Yih Chung THAM – Large Language Models in Ophthalmology: Promise or Fluke? |
| 08:15 – 08:30 | Yun LIU – Generative AI for Answering Medical Questions and Explaining Image Models |
| 08:30 – 08:45 | Robert CHANG – How Large Language Models will Transform Clinical Care |
| 08:45 – 09:00 | Chi LIU – Large Foundation Model in Ophthalmology: Concept, Progress & Vision |
| 09:00 – 09:15 | Panel Discussion: How to Make Use of ChatGPT in Healthcare |
| Opening Ceremony | |
| 09:15 – 09:35 | Opening Speeches |
| 09:35 – 09:55 | Keynote Lecture 1: Ravilla THULASIRAJ – Digital Eye Health – Key to Enhancing Eye Care |
| 09:55 – 10:15 | Keynote Lecture 2: Paisan RUAMVIBOONSUK – Vision for All by the Year 2030 with Digital Eye Care |
| 10:15 – 10:30 | Coffee Break |
| Symposium 2 Moderators: Rajiv RAMAN, Vitoon RUANGSUKSRIWONG & Sangchul YOON |
Vision for All with Digital Eye Care: From Code to Clinical Care |
| 10:30 – 10:45 | Vitoon RUANGSUKSRIWONG – Prevention of Blindness from Thailand’s National Eye Service Plan |
| 10:45 – 11:00 | Kang ZHANG – Translating Big Data & AI into Better Healthcare Delivery |
| 11:00 – 11:15 | Olivia LI – Digital Twin |
| 11:15 – 11:30 | Supaporn TENGTRISORN – Digital Screening for Strabismus |
| 11:30 – 11:45 | Amit MATHUR – Creating a Digitally Enabled Patient Centric Health Delivery Model of Care in Eye Care and Getting Ready for Telehealth 2.0 |
| 11:45 – 12:00 | Panel Discussion: How to Integrate Digital Care into Clinical Care |
| 12:00 – 13:00 | Free Paper Session 1: Artificial Intelligence |
| 13:00 – 13:45 | Jin Yu Medical Sponsored Lunch Symposium |
| Symposium 3 Moderators: Paul CHAN, Mitchell BRINKS & Warapat WONGSAWAT |
Combating Disparities in Eye Care |
| 13:45 – 14:00 | J. Peter CAMPBELL – Artificial Intelligence to Reduce Ocular Health Disparities |
| 14:00 – 14:15 | Paul CHAN – Addressing Health Equity and Implementation of AI Screening: Perspectives from the American Academy of Ophthalmology |
| 14:15 – 14:30 | Hanruo LIU – A Cost-Effectiveness Analysis of Combined Population-Based Screening for Multiple Blindness-Causing Eye Diseases in China |
| 14:30 – 14:45 | Mitchell BRINKS – Using Health Policy Evidence Gaps for Sustainability – A Case Study in the U.S. |
| 14:45 – 15:00 | Warapat WONGSAWAT – Adoption of WHO Eye Care Competency Framework in Thailand |
| 15:00 – 15:15 | Nida WONGCHAISUWAT – Combined AI Model for Diabetic Retinopathy and Glaucoma Screening in Thailand |
| 15:15 – 15:30 | Panel Discussion: Can we achieve ‘vision for all’ by the year 2030? |
| 15:30 – 15:45 | Coffee Break |
| Symposium 4 Moderators: Somkiat ASAWAPHUREEKORN, Carol CHEUNG & Andrzej GRZYBOWSKI |
The Latest of AI in Ophthalmology 1: Classification and Screening |
| 15:45 – 16:00 | Richa TIWARI – Deep Learning for Prediction of DR Progression |
| 16:00 – 16:15 | Travis REDD – Technological Innovations to Improve the Diagnostic Evaluation of Infectious Keratitis |
| 16:15 – 16:30 | Passara JONGKHAJORNPONG – Deep Learning for Discriminating Infectious Keratitis |
| 16:30 – 16:45 | Carol CHEUNG – Updates on Deep Learning for Oculomics: Can it be Used in Clinical Practice? |
| 16:45 – 17:00 | Yi-Ting HSIEH – AI-Assisted Telemedicine Screening for Diabetic Retinopathy in Taiwan |
| 17:00 – 17:15 | Boris STANZEL – Real-World, Retina Clinic Application of AI for OCT Segmentation |
| 17:15 – 17:30 | Panel Discussion: What’s next for eye screening with AI? |
| 17:30 – 21:00 | Attendee Get-Together |
December 3, 2023 (Sunday)
| Symposium 5 Moderators: Prut HANUTSAHA, John PRAKASH & Gavin TAN |
International Research Collaboration in Digital Eye Health |
| 08:00 – 08:15 | Steven HOUSTON III – Collaboration in the Metaverse |
| 08:15 – 08:30 | John PRAKASH – Strengthening International Research Collaboration for Improving Digital Health in the Mobile World |
| 08:30 – 08:45 | Jayashree KALPATHY-CRAMER – Federated Learning for Multicenter Collaboration in Ophthalmology |
| 08:45 – 09:00 | Gavin TAN – Developing Systems and Platforms for International Collaboration in Digital Health |
| 09:00 – 09:15 | Radhika TANDON – Digital Health Solutions in Eye Care, International Collaborative Initiatives and Expanding Horizons: Experience from a Tertiary Care Academic Institution in India |
| 09:15 – 09:30 | Panel Discussion: Challenges in International Research in Ophthalmology |
| Symposium 6 Moderators: Malvina EYDELMAN, Haotian LIN & Sak SENGKHOONTHOD |
Governance of AI in Ophthalmology |
| 09:30 – 09:45 | Haotian LIN – Early Detection of Visual Impairment in Young Children Using a Smartphone-Based Deep Learning System |
| 09:45 – 10:00 | Sak SENGKHOONTHOD – Overview of AI Governance |
| 10:00 – 10:15 | Andrzej GRZYBOWSKI – EU and AI Approval for Ophthalmology |
| 10:15 – 10:30 | Malvina EYDELMAN – US Regulation of AI |
| 10:30 – 10:45 | Zhen Ling TEO – Data Protection with Federated Machine Learning |
| 10:45 – 11:00 | Panel Discussion: Will AI address inequity in ophthalmic care? |
| 11:00 – 11:15 | Coffee Break |
| Symposium 7 Moderators: Pitipol CHOOPONG & T.Y. Alvin LIU |
The Latest of AI in Ophthalmology 2: Segmentation & Prediction |
| 11:15 – 11:30 | Natsuda KAOTHANTHONG – Effect of Image Segmentation to Performance of Common Macular Diseases using Deep Learning on OCT |
| 11:30 – 11:45 | T.Y. Alvin LIU – Predicting Imminent Conversion to Neovascular AMD Using Multimodal Data and Ensemble Machine Learning |
| 11:45 – 12:00 | Rajiv RAMAN – Predictive Utility of Deep Learning in Diabetic Retinopathy Care: Translating into Clinical Practice |
| 12:00 – 12:15 | Wipada LAOVIROJJANAKUL – AI for CMVR Screening, the Next Step |
| 12:15 – 12:30 | Pakinee AIMMANEE – Computer-Aided Systems in Automatic Detection of Eye Diseases | 12:30 – 12:45 | Ryo KAWASAKI – AI-Based Retinal Image Assessment for Cardiovascular Disease Prediction: Huge Potentials, but more Challenges in Japan |
| 12:45 – 13:00 | Panel Discussion: What’s next for disease prediction with AI? |
| 13:00 – 13:45 | Lunch Break & Poster Session |
| Symposium 8 Moderators: Lama AL-ASWAD, Teeravee HONGYOK & Padmaja RANI |
Lessons Learnt from Real-World Teleophthalmology |
| 13:45 – 14:00 | Kim RAMASAMY – Lessons learned from Aravind Eye Hospital |
| 14:00 – 14:15 | Yogesan KANAGASINGAM – AI-Based Eye Care through Tele-Ophthalmology |
| 14:15 – 14:30 | Tsui-Kang HSU – AI-Assisted Telemedicine Screening for Age-Related Macular Degeneration in Taiwan |
| 14:30 – 14:45 | Padmaja RANI – Lessons learned from LV Prasad Eye Institute |
| 14:45 – 15:00 | Lama AL-ASWAD – Lessons learned from the USA |
| 15:00 – 15:15 | Sheila JOHN – Teleophthalmology Unit Brings Comprehensive Eye Care to Rural India |
| 15:15 – 15:30 | Panel Discussion: Is tele-medicine a main stream practice in healthcare and ophthalmic care now? |
| 15:30 – 15:45 | Coffee Break | 15:45 – 16:45 | Free Paper Session 2: Tele-Ophthalmology | Closing & Prize Presentation for the 3rd APTOS Big Data Competition | Moderators: Mingguang HE & Paisan RUAMVIBONNSUK |
| 16:45 – 17:00 | Reza ZADEH – Attacking Computer Vision |
| 17:00 – 17:15 | Paisan RUAMVIBOONSUK – Overview of the Competition |
| 17:15 – 17:30 | Thomas GUINAN – Champion’s Share & Tell |
| 17:30 – 17:45 | Closing Remarks |
