iiinova — where your digital self keeps evolving

Reposted by Ahmed Alaa

Computational Precision Health @ucjointcph.bsky.social · 19/09/2025

Good news! CPH's @amalaa.bsky.social and colleagues @roxanadaneshjou.bsky.social and Tom Harvitgsen have received a grant from the NIH Director's office for work on participatory mutimodal AI and editable foundation models to improve diagnosis and tx. @stanforddeptmed.bsky.social

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Reposted by Ahmed Alaa

Irene Chen @irenetrampoline.bsky.social · 12/05/2025

What happens in SAIL 2025 stays in SAIL 2025 -- except for these anonymized hot takes! 🔥 Jotted down 17 de-identified quotes on AI and medicine from medical executives, journal editors, and academics in off-the-record discussions in Puerto Rico irenechen.net/sail2025/

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Reposted by Ahmed Alaa

Emre Kıcıman @emrekiciman.bsky.social · 10/01/2025

Real world data (RWD) analyses need diverse expertise in medicine/stats/causality. As a result, RWD causal analysis is slow and prone to error. AI tools can help. Perspective in NEJM AI w/Maya Petersen, @amalaa.bsky.social, Chris Holmes, Mark van der Laan ai.nejm.org/stoken/defau...

ai.nejm.org

Artificial Intelligence–Based Copilots to Generate Causal Evidence

While there is growing consensus that real-world data should play a larger role in generating causal evidence for health care, it is less clear whether and how AI can help. Current approaches to AI...

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Ahmed Alaa @amalaa.bsky.social · 17/12/2024

Fourth lecture of CPH 290: Julia Adler-Milstein provided an overview of the Division of Clinical Informatics and Transformation at UCSF and their approach for deploying and evaluating AI models within the health system. youtu.be/lBMPJ8R3Zd4?...

youtu.be

Julia Adler-Milstein, PhD Digital Transformation and Healthcare Innovation at UCSF

YouTube video by Computational Precision Health

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Ahmed Alaa @amalaa.bsky.social · 12/12/2024

If you're attending #NeurIPS2024 be sure to stop by our lab's posters today! In Poster Session 3 (11 AM - 2 PM PST), Frances Dean will present our work on learning physics-based models of cardiac hemodynamics using non-invasive data to simulate disease and treatment outcomes.

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Ahmed Alaa @amalaa.bsky.social · 03/12/2024

In our third CPH 290 lecture, we hosted the CTO and co-founder of OpenEvidence, one of the most widely used AI-based medical search platforms. He shared how his team uses LLMs + other tools to enhance the visualization, presentation and synthesis of clinical evidence. youtu.be/8-ui5UsD5OU?...

youtu.be

Zack Ziegler - OpenEvidence and the Real-World Power of AI

YouTube video by Computational Precision Health

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Reposted by Ahmed Alaa

Michael Oberst @moberst.bsky.social · 27/11/2024

I'm recruiting PhD students for Fall 2025! CS PhD Deadline: Dec. 15th. I work on safe/reliable ML and causal inference, motivated by healthcare applications. Beyond myself, Johns Hopkins has a rich community of folks doing similar work. Come join us!

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Reposted by Ahmed Alaa

Jessica Hullman @jessicahullman.bsky.social · 26/11/2024

Probably should be making pies, but it’s much more fun to blog about calibration. This one gets into more practical issues w/recently proposed solutions like multicalibration, discussing results from a recent empirical evaluation statmodeling.stat.columbia.edu/2024/11/26/p...

statmodeling.stat.columbia.edu

Practical issues with calibration for every group and every decision problem | Statistical Modeling, Causal Inference, and Social Science

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Ahmed Alaa @amalaa.bsky.social · 26/11/2024

In the second lecture of CPH 290, @jameszou.bsky.social gave an overview of the evaluation practices and regulatory landscape of medical AI. We posted the lecture on Youtube: youtu.be/f8wr_Md6xnk?...

youtu.be

James Zou - How Are Medical AI Devices Evaluated, Updated and Deployed October 3, 2024

YouTube video by Computational Precision Health

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Reposted by Ahmed Alaa

Clément Canonne @ccanonne.github.io · 23/11/2024

It's tough to gain visibility as a young researcher, and it's job market season! Are you a theoretical computer science PhD/postdoc on the job market? I don't have a crazy juge audience but I'll try to help a bit: fill this form, and I'll tweet your pitch and info! docs.google.com/forms/d/e/1F...

docs.google.com

Theoretical CS Job Market 2024

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Ahmed Alaa @amalaa.bsky.social · 20/11/2024

Most clinical AI models are only evaluated for accuracy in retrospective datasets w/o real-world evaluation of clinical utility. In the the first lecture of our CPH 290 class, Julian Hong (UCSF) discussed a UCSF RCT of AI-driven risk prediction in radiotherapy acute care. youtu.be/GAf4yc61gv8?...

youtu.be

Julian Hong - The Smart Cancer Center September 26th, 2024

YouTube video by Computational Precision Health

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Ahmed Alaa @amalaa.bsky.social · 18/11/2024

Hello BlueSky world! 🦋 We're recruiting PhD students at UC Berkeley and UCSF! If you're interested in machine learning for healthcare, statistics/causal inference, or medical vision-language models, we'd love to hear from you: docs.google.com/forms/d/e/1F...

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