Artificial Intelligence | Ehsan Misaghi

Deliberative multi-agent large language models improve clinical reasoning in ophthalmology

Sun, 22 Mar 2026 00:00:00 -0600

AI-Enhanced Teaching: Fostering Reflection in Health Education

Wed, 10 Dec 2025 12:00:00 -0700

AI in Ophthalmology

Mon, 01 Dec 2025 00:00:00 -0700

What problem are we solving?

The reasoning landscape of the generative AI tools within ophthalmology are understudied.

What we are doing

Evaluating the reasoning capabilities of large language models in ophthalmology.

AI in Research: Technical Skills Workshop

Fri, 03 Oct 2025 12:00:00 -0600

Automated Vessel Tortuosity Measurement from Retinal Imaging

Sun, 01 Jun 2025 00:00:00 -0600

What problem are we solving?

Vessel tortuosity is a useful biomarker in multiple retinal and systemic conditions, but measurement is often subjective, inconsistent, or requires specialized tools that are not easily reproducible.

What we are building

An automated, open, and reproducible pipeline to:

preprocess images
segment/extract vessels (or accept vessel masks)
compute tortuosity metrics (multiple definitions supported)
export publication-ready summaries and QC overlays

My role

Primary developer and designer, algorithm selection, implementation, validation strategy, and documentation for open-source release.

Current status

Core pipeline stable; ongoing refinement, validation, and packaging for public release.

Outputs

Open-source repository (planned)
Methods write-up and example datasets (planned)

Case-based Learning: Conclusion & Wrap-up

Mon, 05 Jun 2023 00:00:00 +0000

This is the case-based learning conclusion and wrap-up session, focused on applying medical AI papers and synthesizing key takeaways.

Applications of AI in Genetics and Genomics

Mon, 11 Apr 2022 04:33:30 +0000

This is the Applications of AI in Genomic Medicine lecture I gave as part of the AI in Medicine Course for the AI in Medicine Student Society (AIMSS) in 2022. This lecture was a part of the Applications of AI in Medicine stream.

Flow of Information in Patient Care

Sun, 11 Apr 2021 03:21:11 +0000

This is the Flow of Information in Patient Care lecture I gave as part of the AI in Medicine Course for the AI in Medicine Student Society (AIMSS) in 2021. This lecture was the premier lecture of the Introduction to Medicine and Medical Data stream of the course.