Ahmed Alaa @_ahmedmalaa
Assistant Professor @UCBerkeley + @UCSF, @berkeley_ai Prev @broadinstitute, @MIT, @UCLA, @Cambridge_Uni, @UniofOxford. Machine Learning & AI for Healthcare. alaalab.berkeley.edu Berkeley, CA Joined February 2011-
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Our paper "Generative AI enables medical image segmentation in ultra low-data regimes" is selected as Nature Communications Editors’ Highlights ("the 50 best papers recently published")! nature.com/collections/aa… @james_y_zou @_ahmedmalaa @segal_eran
One-liner summaries are central to emergency care, but generating them is cognitively demanding/time-pressured. We evaluated LLMs for automated one-liner generation & compared them head-to-head w/ physician summaries. New work w/ @MelMolinaMD, led by @nbgolchini @nikita_mehandru!
One-liner summaries are central to emergency care, but generating them is cognitively demanding/time-pressured. We evaluated LLMs for automated one-liner generation & compared them head-to-head w/ physician summaries. New work w/ @MelMolinaMD, led by @nbgolchini @nikita_mehandru! https://t.co/bJPXohO4sp
One-liners summarizing a patient's clinical state are essential in the emergency department. Not surprising that LLM's/GenAI do better than human doctors at producing these one liners medrxiv.org/content/10.110…
Medical disclaimers in AI outputs are quietly fading, but they matter for safety and trust! Our recent study on this topic is featured in a new MIT @techreview piece.
Medical disclaimers in AI outputs are quietly fading, but they matter for safety and trust! Our recent study on this topic is featured in a new MIT @techreview piece.
If you are at #ICML2025, don't miss our talks/posters! - Medical LLM Benchmarking (Position Paper): Oral - July 16, 3:30 PM + Poster - July 16, 4:30 PM by @tom_hartvigsen - Venn-Abers Calibration + Conformal Prediction: Poster on July 16, 4:30 PM by @LarsvanderLaan3
How has medical disclaimer messaging changed in generative AI models over the past few years? New work with Sonali Sharma and @RoxanaDaneshjou!
How has medical disclaimer messaging changed in generative AI models over the past few years? New work with Sonali Sharma and @RoxanaDaneshjou! https://t.co/mFfPVD2rjy
New paper out in @NatureComms led by @cmuptx 's team! We study how generative AI models can enable accurate medical image segmentation even with limited labeled data.
New paper out in @NatureComms led by @cmuptx 's team! We study how generative AI models can enable accurate medical image segmentation even with limited labeled data.
Looking for an emergency reviewer for NeurIPS paper for a fairness paper, due in a week. Email or DM me! Ideally you’ve first-authored a paper in a major ML conference Reward is a thoughtful compliment about you and your work
individual reporting for post-deployment evals — a little manifesto (& new preprints!) tldr: end users have unique insights about how deployed systems are failing; we should figure out how to translate their experiences into formal evaluations of those systems.
What more could we understand about the fractal, “jagged” edges of AI system deployments if we had better ways to listen to the people who interact with them? What a joy to work w @jessicadai_ using individual experiences to inform AI evaluation (blog/ICML/arXiv links 👇)
Honored to receive a Google Research Scholar Award. Thanks @GoogleResearch for supporting our work!
Honored to receive a Google Research Scholar Award. Thanks @GoogleResearch for supporting our work!
Just did a major revision to our paper on Lifelong Knowledge Editing!🔍 Key takeaway (+ our new title) - "Lifelong Knowledge Editing requires Better Regularization" Fixing this leads to consistent downstream performance! @tom_hartvigsen @_ahmedmalaa @GopalaSpeech @berkeley_ai
Super exciting. Come join us to work on reliable AI and community evaluations! There's a lot of exciting research to be done and products to be built. If you're interested in helping, apply to join, and my DMs/e-mail are always open :)
Super exciting. Come join us to work on reliable AI and community evaluations! There's a lot of exciting research to be done and products to be built. If you're interested in helping, apply to join, and my DMs/e-mail are always open :)
Our Rising Stars series is back with @paula_gradu sharing a control-theoretic perspective on medication tapering problems! Link: youtu.be/IP9unMmvbNE?si…
📢If you're interested in conformal prediction, algorithms w/predictions, robust stats & connections between them from a theory perspective, join us for a workshop at #COLT2025 in Lyon 🇫🇷 June 30! Submit a poster description by May 25, more here: vaidehi8913.github.io/predictions-an…
Great to see our work with @DrMayaPetersen, @emrek, @cholmesuk and @mark_vdlaan featured by @MSFTResearch!
Great to see our work with @DrMayaPetersen, @emrek, @cholmesuk and @mark_vdlaan featured by @MSFTResearch!
Excited to share that our paper on uncertainty-aware model calibration using generalized Venn–Abers methods was accepted to #ICML2025! We show that Vovk’s Venn–Abers calibration and conformal prediction are both special cases of a unified framework.
Excited to share that our paper on uncertainty-aware model calibration using generalized Venn–Abers methods was accepted to #ICML2025! We show that Vovk’s Venn–Abers calibration and conformal prediction are both special cases of a unified framework.
We have two papers accepted at #ICML2025! An oral on construct validity of medical LLM benchmarks and a poster on generalized Venn-Abers calibration. See you in Vancouver 🇨🇦!
Our multimodal AMIE study is out! This is another exciting step for conversational medical AI – many congrats to the AMIE team! A brief 🧵on what this means for both doctors and patients: x.com/GoogleAI/statu…
Our multimodal AMIE study is out! This is another exciting step for conversational medical AI – many congrats to the AMIE team! A brief 🧵on what this means for both doctors and patients: x.com/GoogleAI/statu…
Glad to see this piece out in @theNAEng for their latest edition on "AI Promises & Risks". So many of the practical evaluation challenges with generative AI have already been encountered before. Not surprising how much we can learn from other fields! nae.edu/337862/Spring-…

Pranav Rajpurkar @pranavrajpurkar
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Mihaela van der Schaa... @MihaelaVDS
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Monica Agrawal @MonicaNAgrawal
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Fredrik Johansson @frejohk
1K Followers 398 Following Associate professor, Machine learning for decision making & healthcare. Chalmers University of Technology. https://t.co/CJx8HPbupl, https://t.co/wg7TVflPyg
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Emma Pierson @2plus2make5
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Uri Shalit @ShalitUri
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Ioana Bica @IoanaBica95
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Michael Oberst @MichaelOberst
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Divya Shanmugam @dmshanmugam
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Sara Magliacane (she/... @saramagliacane
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Irene Chen @irenetrampoline
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Vedant @code_mesh15
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Garv Goswami @GarvGoswami_
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Abolfazl Arab (Abe) @abe_bio
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Hassan Ahmed @HassanAhmedAI
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Nakul Rampal @RampalNakul
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Rajan Shukla @Rajan09S17
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Varwar @Varwar41542
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Suhana Bedi @BediSuhana42170
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Aayush @Aayushkt
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Weijia Shi @WeijiaShi2
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yanquan @yanquanhuang
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MANju19 @Nju19Ma
0 Followers 70 Following I am Manjunath || helping my self to upskill||obsessed about AI || Intrested in every new technology.
Kevin Zhang @kevinmzhang20
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Dr John Hinschberger ... @JohnHinsch79310
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Imani Paul @ImaniPaul250035
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Neil Mallinar @nmallinar
274 Followers 665 Following PhD student @ UCSD, prior to that: Research Intern @ Google Research & MSR NE, Research Engineer at Pryon Inc & IBM Watson.
Yann LeCun @ylecun
948K Followers 764 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Pranav Rajpurkar @pranavrajpurkar
26K Followers 809 Following Co-Founder a2z Radiology AI https://t.co/mdi996SFZy | Assistant Professor Harvard Lab: https://t.co/Z6tBGoluEG
Mihaela van der Schaa... @MihaelaVDS
9K Followers 402 Following John Humphrey Plummer Professor of Machine Learning, Artificial Intelligence and Medicine @Cambridge_Uni, Fellow @royalsociety
Monica Agrawal @MonicaNAgrawal
3K Followers 360 Following Asst prof at @DukeU. Co-founder at @LayerHealth. ML and NLP for healthcare. PhD @mit_csail, BS/MS @stanford. She/her.
Fredrik Johansson @frejohk
1K Followers 398 Following Associate professor, Machine learning for decision making & healthcare. Chalmers University of Technology. https://t.co/CJx8HPbupl, https://t.co/wg7TVflPyg
Dan Roy @roydanroy
57K Followers 2K Following ML / AI researcher. Research Director and Canada CIFAR AI Chair, @VectorInst. Professor, @UofT (Statistics/CS).
Ben Recht @beenwrekt
32K Followers 336 Following optimization. machine learning. uc berkeley. I blog at https://t.co/fkJujOPsJb The world won't end.
MIT CSAIL @MIT_CSAIL
326K Followers 21K Following MIT's Computer Science & Artificial Intelligence Laboratory (CSAIL). Media Inquiries: [email protected] Check out the latest CSAIL content ⬇️
Noémie Elhadad @noemieelhadad
1K Followers 554 Following @columbia faculty; @columbiaDBMI chair. computers. medicine. data-powered women’s health.
Lior Pachter @lpachter
47K Followers 2K Following Bren Professor of Computational Biology @caltech. Blog at https://t.co/FFQzhEsmhi. Tweets represent my views, not my employer's. #methodsmatter
François Chollet @fchollet
572K Followers 813 Following Co-founder @ndea. Co-founder @arcprize. Creator of Keras and ARC-AGI. Author of 'Deep Learning with Python'.
Andrej Karpathy @karpathy
1.4M Followers 1K Following Building @EurekaLabsAI. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets.
AI at Meta @AIatMeta
712K Followers 288 Following Together with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
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Emma Pierson @2plus2make5
9K Followers 807 Following Assistant prof @Berkeley_EECS, core faculty @UCJointCPH. Developing ML methods to study health & inequality. https://t.co/ok5Ap93rre
Uri Shalit @ShalitUri
6K Followers 1K Following Machine learning researcher, working on causal inference and healthcare applications. Associate Professor Tel Aviv U. + @GoogleDeepMind @urish.bsky.social
Ioana Bica @IoanaBica95
2K Followers 727 Following Research Scientist @GoogleDeepMind | ♊️💎 Gemini Multimodal & Thinking | Ex Board of Directors @WiMLworkshop | Ex PhD Student @UniofOxford, @turinginst
Michael Oberst @MichaelOberst
2K Followers 989 Following Assistant Professor of CS at @JohnsHopkins, Part-time Visiting Scientist @AbridgeHQ. Previously: Postdoc at @CarnegieMellon. PhD from @MIT_CSAIL.
Suchi Saria @suchisaria
15K Followers 480 Following AI prof/Endowed Chair @JohnsHopkins, Foundr @BayesianHealth, investor 15+ AI startups, ex-Stanford AI, MIT TR35, Sloan, @wef YGL, @darpa AI safety & Health AI
MIT Jameel Clinic for... @AIHealthMIT
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Niloufar B. Golchini @nbgolchini
6 Followers 18 Following Pre-Doctoral Researcher @ UCSF-UC Berkeley Computational Precision Health.
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3K Followers 723 Following Health tech/AI reporter @statnews | PhD @Dichtelians | AAAS MMF @JournalSentinel | Buckeye/believer/sad indie rock concertgoer | Signal: btrang.01
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58K Followers 5K Following I write The Tech Friend newsletter at The Washington Post. Relatively inactive here. Reach me at [email protected]
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493 Followers 272 Following Art Director and illustrator @washingtonpost. Career highlights include drawing astronauts peeing, robots burping, and millipedes fornicating. For journalism.
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6K Followers 2K Following Research @OpenAI. Trained models for GPT5 Thinking / Mini; Contributor to gpt-oss, o3-mini, o1. Previously @SFResearch, PhD @Stanford.
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HF Collaboratory @hfcollaboratory
2K Followers 2K Following The Heart Failure Collaboratory is an academic consortium of stakeholders committed to improving the eco-system of heart failure research.
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54K Followers 3K Following writer WHAT'S LEFT (out now!), PALO ALTO, KIDS THESE DAYS, SHIT IS FUCKED UP AND BULLSHIT malcolmpharris@gmail California communist (him)
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52K Followers 231 Following Chief Scientist @ Meta MSL. Formerly MTS @ OpenAI, PhD @ Stanford. I train models. All opinions my own.
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Pengtao Xie @cmuptx
877 Followers 214 Following Associate Professor at UC San Diego. PhD@CMU. Machine Learning https://t.co/w4XyW6rrLl
METR @METR_Evals
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