Dr. Soroush Dianaty

Dr. Soroush Dianaty

Biomedical Informatics Researcher

Arizona State University

Professional Summary

Physician-scientist and PhD student, focused on the evaluation and real-world implementation of clinical AI systems. My research centers on trustworthy clinical LLMs, including hallucination detection, evidence grounding, contextual reliability, and AI safety in healthcare settings. I develop evaluation frameworks and computational methods to determine whether clinical AI systems are scientifically grounded, clinically reliable, and suitable for deployment in real-world practice.

Education

PhD, Biomedical Informatics and Data Science

Aug 2025

Arizona State University

Doctor of Medicine (M.D.)

Sep 2016
Jun 2024

Tehran Medical Branch, IAU

Interests

Health Informatics Digital Health Clinical LLMs Trustworthy Clinical AI
📚 My Research
Physician-scientist and PhD researcher in Biomedical Informatics at Arizona State University, specializing in evaluation frameworks for trustworthy clinical LLMs. Research focuses on translating academic findings into clinically deployable AI systems, with emphasis on hallucination detection, evidence grounding, and responsible AI evaluation. Brings frontline clinical experience and ML research training to bridge the gap between what health AI can do and what clinicians and patients can safely trust.
Featured Publications
An example preprint / working paper featured image

An example preprint / working paper

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis posuere tellus ac convallis placerat. Proin tincidunt magna sed ex sollicitudin condimentum.

avatar
Dr. Soroush Dianaty
An example conference paper featured image

An example conference paper

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis posuere tellus ac convallis placerat. Proin tincidunt magna sed ex sollicitudin condimentum.

avatar
Dr. Soroush Dianaty
Recent Publications
Recent & Upcoming Talks
Create Beautiful Presentations with Markdown featured image

Create Beautiful Presentations with Markdown

Discover how to create stunning, interactive presentations using simple Markdown — no PowerPoint, Keynote, or vendor lock-in required.

avatar
Dr. Soroush Dianaty
Recent News

Anthropic’s Fable Suspension Is a Preview of Every Health-Tech AI Team’s Worst Nightmare

Anthropic’s Fable 5 suspension shows why health-tech AI needs due process, lifecycle governance, validated fallbacks, and risk-based regulation—not opaque shutdowns over imperfect …

avatar
Dr. Soroush Dianaty
Trending
⚡️ Turn Jupyter Notebooks into Blog Posts featured image

⚡️ Turn Jupyter Notebooks into Blog Posts

Publish your data science and research directly from Jupyter Notebooks. No screenshots required.

avatar
Dr. Soroush Dianaty
Trending
🎉 Easily create your own simple yet highly customizable blog featured image

🎉 Easily create your own simple yet highly customizable blog

Take full control of your personal brand and privacy by migrating away from the big tech platforms!

avatar
Dr. Soroush Dianaty
🧠 Sharpen your thinking with a second brain featured image

🧠 Sharpen your thinking with a second brain

Create a personal knowledge base and share your knowledge with your peers.

avatar
Dr. Soroush Dianaty
👩🏼‍🏫 Teach academic courses featured image

👩🏼‍🏫 Teach academic courses

Embed videos, podcasts, code, LaTeX math, and even test students!

avatar
Dr. Soroush Dianaty
✅ Manage your projects featured image

✅ Manage your projects

Easily manage your projects - create ideation mind maps, Gantt charts, todo lists, and more!

avatar
Dr. Soroush Dianaty

Boosting in Machine Learning — A Practical Blog Series Article 1 — What Is Boosting? Introduction Boosting is an ensemble learning technique that combines multiple weak learners …

Spec-Driven Development with Claude Code & cc-sdd A Beginner-Friendly Complete Guide See also: For a tool-agnostic conceptual overview of the spec-driven pattern, see …