(1/6) Our deep dive into single cell foundation models, scBERT and scGPT - now on bioRxiv! biorxiv.org/content/10.110… w/ Nalini Singh Alejandro Buendia David Sontag Gaddy Getz

I’m a little surprised. I love working on-site but that really depends on people’s own style. More important to find the one that matches best.

Thank you #MLCB2023 organizers Sara Mostafavi David A Knowles (@davidaknowles.bsky.social) Anshul Kundaje (anshulkundaje@bluesky) Su-In Lee Gerald Quon James Zou and attendees for a vibrant meeting! It was great to have both virtual and in-person options and visit the University of Washington campus!

🤯Medprompt isn't just for medical queries. GPT-4 achieves 90.1% on MMLU with MedPrompt+, outperforming Gemini across the board! 🏆Dive into the promptbase on GitHub (github.com/microsoft/prom…) to unleash the power of advanced AI! #AI #GPT4 #Medprompt

❗With dense retrieval, the unit in which you segment a retrieval corpus (passage, sentence, etc) may impact performance by more than you thought! We introduce a novel retrieval unit, proposition, for dense retrieval. chentong0.github.io/factoid-wiki/ [1/7]

New breakthrough from Microsoft: 1-bit LLMs. New models that use ternary values (-1, 0, 1) instead of 16-bit. This makes them 2.7x faster, use 3.5x less GPU memory, and 71x less energy. Bitnet also matches or outperformed traditional models like LLaMA 3B.

Honored to deliver a distinguished keynote at ISMB 2024! Join us in Montreal this July 12-16: iscb.org/ismb2024/progr…

Generative #AI for medical images: incorporating synthetic images in diffusion models improved fairness, accuracy for underrepresented people nature.com/articles/s4159… Nature Medicine Ira Ktena Sven Gowal Alan Karthikesalingam Google DeepMind

🔥🔥Super excited to share our GigaPath paper nature! Model: huggingface.co/prov-gigapath/… Code: github.com/prov-gigapath/… Really enjoy the journey towards ultimate patient care and clinical discovery! This is just the beginning!

🚀 Exciting news! Su-In Lee, Matt Kaeberlein, and Wei Qiu's groundbreaking research has led to NOVOS Labs' free non-invasive and state-of-the-art AI-driven biological age test. Now, anyone can gain accurate longevity insights through a simple questionnaire and the free NOVOS

#UWAllen’s Sheng Wang & Hanwen Xu worked with Microsoft Research & @Providence to create Prov-GigaPath, a whole-slide #AI model for digital pathology that achieves state-of-the-art performance on cancer subtyping and mutation prediction tasks. In nature: news.cs.washington.edu/2024/05/29/in-…

With the fast-growing interest in multi-image understanding, where can we find a high-quality, comprehensive & robust benchmark? A group of talented students have created ᴍᴜɪʀʙᴇɴᴄʜ, a long-awaited multi-image benchmark, with 2.6k multi-choice Qs and over 10k images. (1/6)

ᴍᴜɪʀʙᴇɴᴄʜ is now available on Hugging Face🤗: huggingface.co/datasets/MUIRB…. Great work by Fei Wang Wenxuan Zhou Kai Zhang Pan Lu Chunyuan Li Kai-Wei Chang Dan Roth Hoifung Poon 🌴Muhao Chen🌴 et., al. (5/6) (cc Thomas Wolf clem 🤗 Aran Komatsuzaki AK)

I think we may be approaching a tipping point in AI for medical imaging. Incredible progress at the #CVPR2024 workshop on foundation models for medical imaging. Our teams were pleased to share work Microsoft Research on #Biomeparse and #GigaPath to standing-room only audience.

🔬In latest Nature Biomedical Engineering paper, we introduce a new platform for clinician+AI collaboration: nuclei Most medical AI is one-size-fits-all. But different clinicians have diff use cases/requirements. Nuclei enables user to rapidly personalize AI via active QA nature.com/articles/s4155… 1/4