deep learning

MV-Swin-T: Mammogram Classification with Multi-view Swin Transformer

Prithul Sarker, Sushmita Sarker, George Bebis, Alireza Tavakkoli

Deep learning synthetic angiograms for individuals unable to undergo contrast-guided laser treatment in aggressive retinopathy of prematurity

Joshua Ong, Ethan Waisberg, Sharif Amit Kamran, Phani Paladugu, Nasif Zaman, Prithul Sarker, Alireza Tavakkoli, Andrew G. Lee

Apple Vision Pro for Ophthalmology and Medicine

The emergence of new technologies continues to break barriers and transform the way we perceive and interact with the world. In this …

Mouayad Masalkhi, Ethan Waisberg, Joshua Ong, Nasif Zaman, Prithul Sarker, Andrew G. Lee, Alireza Tavakkoli

Artificial intelligence frameworks to detect and investigate the pathophysiology of Spaceflight Associated Neuro-Ocular Syndrome (SANS)

Spaceflight associated neuro-ocular syndrome (SANS) is a unique phenomenon that has been observed in astronauts who have undergone …

Joshua Ong, Ethan Waisberg, Mouayad Masalkhi, Sharif Amit Kamran, Kemper Lowry, Prithul Sarker, Nasif Zaman, Phani Paladugu, Alireza Tavakkoli, Andrew G. Lee

Further characterizing the physiological process of posterior globe flattening in spaceflight associated neuro-ocular syndrome with generative adversarial networks

Ethan Waisberg, Joshua Ong, Sharif Amit Kamran, Nasif Zaman, Phani Paladugu, Prithul Sarker, Alireza Tavakkoli, Andrew G. Lee

GPT-4 for Triaging Ophthalmic Symptoms

Ethan Waisberg, Joshua Ong, Nasif Zaman, Sharif Amit Kamran, Prithul Sarker, Alireza Tavakkoli, Andrew G. Lee

GPT-4: A New Era of Artificial Intelligence in Medicine

GPT-4 is the latest version of ChatGPT which is reported by OpenAI to have greater problem-solving abilities and an even broader …

Ethan Waisberg, Joshua Ong, Mouayad Masalkhi, Sharif Amit Kamran, Nasif Zaman, Prithul Sarker, Andrew G. Lee, Alireza Tavakkoli

Text-to-image Artificial Intelligence to Aid Clinicians in Perceiving Unique Neuro-ophthalmic Visual Phenomena

In this paper, we attempt to use AI to further help clinicians understand neuro-ophthalmic conditions which cannot be characterized well by visual test results, with the goal of fostering an increased sense of clinician empathy.

Ethan Waisberg, Joshua Ong, Mouayad Masalkhi, Nasif Zaman, Sharif Amit Kamran, Prithul Sarker, Andrew G. Lee, Alireza Tavakkoli

The Case for Expanding Visual Assessments During Spaceflight

Spaceflight associated neuro-ocular syndrome (SANS) is one of the potential barriers to human long-duration spaceflight (LDSF), …

Ethan Waisberg, Joshua Ong, Mouayad Masalkhi, Nasif Zaman, Sharif Amit Kamran, Prithul Sarker, Alireza Tavakkoli, Andrew G. Lee