December 12 (Saturday)
| 09:20 – 09:40 (GMT+9) | Opening Remarks Alarcos CIEZA, Mingguang HE, Yizhi LIU & Kyoung Yul SEO |
| Plenary Session Moderators: Mingguang HE & Sangchul YOON |
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| 09:40 – 10:10 | Jong Min LEE – AI & Healthcare: A Perspective of Digital Transformation (Samsung Electronics) |
| 10:10- 10:40 | Amanda DAVIS – Digital Technology & Avoidable Blindness (IAPB) |
| 10:40 – 10:50 | Q & A |
| Symposium 1 Moderators: Anoklath DE & Drew KEYS |
AI & Global Health |
| 10:50 – 11:00 | Phil HOARE – AI and Teleophthalmology as an Innovative Device for the Global Eye Health |
| 11:10 – 11:15 | Fabrizio D’ESPOSITO – AI Solution for DR in LMICs |
| 11:15 – 11:30 | JoonHo LEE – Deep Learning Approach for Screening Retinal Diseases |
| 11:30 – 11:45 | Sangchul YOON – Trash to Treasure: Digital Approach in LMIC with Galaxy Upcycling – Novel Low Cost Fundus Camera with Upcycled Smartphone |
| 11:45 – 12:00 | Aloknath DE – Non-Invasive Eye Care with Sensor-Rich Smart Devices & Wearables |
| 12:00 – 12:30 | Lunch Symposium Jose MENDOZA – Topographic Widefield Analysis and Telehealth Approach in Glaucoma Diagnosis |
| Symposium 2 Moderators: Nam-Kuk KIM & Young Han LEE |
Technical Updates in AI: Generative Adversarial Network (GAN) |
| 12:30 – 12:45 | Chaehan SO – An Introduction to Generative Adversarial Network |
| 12:45 – 13:00 | Mingyu KIM – Realistic High-Resolution Retinal Image Synthesized by a Style-Based Generator Architecture of Generative Adversarial Network |
| 13:00 – 13:15 | Yi Rang SHIN – Deep Generative Adversarial Networks: An Overview in Radiology |
| 13:15 – 13:30 | So Young YOO – Ethical & Legal Issues to Consider on GAN |
| 13:30 – 13:40 | Coffee Break |
| Symposium 3 Moderators: Robert CHANG & Hyun Seok CHOI |
Natural Language Processing (NLP) in Medicine |
| 13:40 – 13:55 | Sophia WANG – The Weight of Words: Natural Language Processing for Ophthalmology Electronic Health Records |
| 13:55 – 14:10 | Jinhyuk LEE – From Open-Domain to Biomedical Question Answering |
| 14:10 – 14:25 | Jayanth RASAMSETTI – Amalgamating Natural Language Processing and Computer Vision in Health Sciences |
| 14:25 – 14:40 | Danli SHI – Medical Visual Question Answering: Multi-Disciplinary Problems of Computer Vision and Natural Language Processing |
| 14:40 – 14:55 | Yuan SHI – AWS in Smart Healthcare System – A Brief Introduction of Amazon Textract and Comprehend Medical |
| 14:55 – 15:10 | Ophthalmology Fun Quiz Mingguang HE |
| 15:10- 15:25 | Closing Remarks: APTOS 2021 & 2nd Big Data Competition Mingguang HE & Paisan RUAMVIBOONSUK |