Last week, @StanfordHAI & AI4MH's 2026 symposium explored responsible AI adoption in mental health. CA Assembly Member @AsmMiaBonta stressed the need to protect youth as they turn to chatbots & other AI tools for mental health challenges. Full session ↘️ youtube.com/watch?v=KBZJYkzq…

7/ Across ~13k 3D brain MRI scans from ADNI and AIBL, GeoSAE finds a compact set of interpretable features that predicts MCI-to-AD conversion and replicates across cohorts. 🫂 Huge thanks to my amazing collaborators Lucy Yin, Mohammad H. Abbasi, Kilian M. Pohl, and @eadeli!

It was so great meeting everyone and discussing our research. Looking forward to the rest of the week @CVPR !

10/ Prof. Ehsan Adeli (@Stanford Psychiatry CS), Director of STAI Lab. Talk: "From Bedside to Living Room: Reimagining Care Through Ambient Intelligence" His lab deploys tiny cameras in senior homes to detect early signals of cognitive decline — catching Alzheimer's before a clinical visit ever would. Computer vision that lives quietly in the background of everyday life. The clinic can't be everywhere. Ambient AI can. 🏠🧠 #CVPR2026 #AmbientAI #CognitiveCare @CVPR @Stanford

Great work by @CristbalEyzagu2, @jiajunwu_cs, and @jcniebles from @StanfordAILab & @StanfordSVL.

🏠 What if clinical-quality care could follow you everywhere? Ehsan Adeli (@Stanford , STAI Lab) — AI, computer vision, computational neuroscience, digital health — @CVPR : "From Bedside to Living Room: Reimagining Care Through Ambient Intelligence" Aging. Mental health. Neurodegenerative disorders. Continuous, sensor-based, human-centered care. #AmbientIntelligence #DigitalHealth #ComputerVision #MentalHealth #CVPR2026

Building effective AI tools for mental health requires more than technical innovation — it requires rigorous science, human-centered design, and real-world clinical insight. Join us at the 2026 AI4MH Symposium on Monday, June 1. Register here: cvent.me/Ry2xx7

📅 #CVPR2026 kicks off June 3 — and so do we. The 12th Medical Computer Vision Workshop opens Day 1 of @CVPR's 43rd edition with 11 keynotes you won't find on any other stage. Room 605 · Colorado Convention Center · Denver @RutgersU · @penn_state · @JohnsHopkins × 2 · @BU_Tweets × 2 · @Stanford · @Cornell · @nvidia · @GoogleResearch · @MSFTResearch Foundation models. Surgical AI. Digital twins. Generative imaging. Interpretable AI. Precision health. Ambient intelligence. Distribution shift. The full map of where medical AI is going — in one room, in one day. @MathiasUnberath @ArchanaVen @hoifungpoon @Jere_je_je @kbatmang @eadeli @mertrory Dimitris Metaxas · Daguang Xu · Sharon X. Huang · Maddie Traverse #MedicalAI #MedicalComputerVision #ComputerVision #HealthcareAI #CVPR2026

🔥 The 12th CVPR Workshop on Medical Computer Vision. 11 keynotes. One day. The entire frontier of medical AI in a single room. 📍 June 3, 2026 · Room 605 · Colorado Convention Center, Denver 🎙️ Session I (9:15 am): → Dimitris Metaxas (@RutgersU) → Daguang Xu (@nvidia) → Sharon X. Huang (@penn_state) → Mathias Unberath (@JohnsHopkins) → Archana Venkataraman (@JohnsHopkins) 🎙️ Session II (1:00 pm): → Maddie Traverse (@GoogleResearch @Google) → Hoifung Poon (@MSFTResearch) → Jeremias Sulam (@JohnsHopkins) → Kayhan Batmanghelich (@BU_Tweets) → Ehsan Adeli (@Stanford) → Mert Sabuncu (@Cornell) If you're at #CVPR2026, you cannot miss this. #MedicalAI #ComputerVision #FoundationModels #HealthcareAI #MedicalImaging

Call for Papers! #ECCV2026 Workshop and Challenge on Human Motion Challenges in Real-World and Clinical Settings. 🌐Website: mocha.care-pd.ca/ best paper award and cash prizes for top 2 challenge teams generously sponsored by @MachineMedicine

Looking forward to seeing everyone in Denver!

Read my full story in @Nature here: nature.com/articles/d41586-0…

Attention @arxiv authors: Our Code of Conduct states that by signing your name as an author of a paper, each author takes full responsibility for all its contents, irrespective of how the contents were generated. 1/

Join us, mark your calendars! June 1st!

Big news! @Stanford is merging @StanfordHAI & Stanford Data Science into a single institute, led by @landay. Continuing under the HAI name, the institute seeks to advance AI & data science for discovery, transform education, and shape AI’s societal impact: news.stanford.edu/stories/20…

Check out our recent work: HumanScore, a benchmark for evaluating human motion in generated videos based on biomechanics, not just visual realism. Project page & leaderboard: humanscore.stanford.edu w/ @drfeifei, Scott Delp, @xxtiange @NSchutzPhD @Scarlett_Fangys @StanfordHAI

Can you identify AI-generated videos by watching how human figures move in the video? We introduce 🏃‍♂️HumanScore💃 — a benchmark for evaluating human motions in generated videos through biomechanics, not just visual realism. Check out our project page: humanscore.stanford.edu/ #AI #ComputerVision #VideoGeneration #StanfordAI

Outstanding researchers excel at the art of finding problems right at the edge of our understanding — that can actually be solved.

This is 2019!