Cyril Zakka, MD's banner

Cyril Zakka, MD

@cyrilzakka • 6,701 subscribers

CEO @Almanac_Health. Prev: @Stanford @Huggingface

Shorts

Thrilled to release SmolVLM-2, our newest model, which runs entirely on-device and in realtime, offering a strong foundation for healthcare applications. 🤗🔥 With proper domain-specific training, small models enable offline inference of 2D (ECGs, CXRs) and even 3D modalities (CT, MRI) while remaining HIPAA-compliant by design. 🔒 VLMs have come a long way this year and we're excited to share our SoTA solution.

Thrilled to release SmolVLM-2, our newest model, which runs entirely on-device and in realtime, offering a strong foundation for healthcare applications. 🤗🔥 With proper domain-specific training, small models enable offline inference of 2D (ECGs, CXRs) and even 3D modalities (CT, MRI) while remaining HIPAA-compliant by design. 🔒 VLMs have come a long way this year and we're excited to share our SoTA solution.

46,435 görüntüleme

Christmas came early! 🎅🏻 Today marks the newest release of the HuggingChat 🤗 update with some really exciting capabilities! First up, automatic context injection! 1) Open a file in a supported app, summon HFChat, and it pre-populates the context window. No more copy-pasting

Christmas came early! 🎅🏻 Today marks the newest release of the HuggingChat 🤗 update with some really exciting capabilities! First up, automatic context injection! 1) Open a file in a supported app, summon HFChat, and it pre-populates the context window. No more copy-pasting

23,986 görüntüleme

The newest version of our Almanac preprint is out, and just in time for our demo at the Stanford AIMI Symposium 2023! Almanac is a retrieval-augmented LLM that provides up-to-date and verifiable answers to medical queries. Link: We benchmark our approach on a novel dataset of clinical scenarios (n = 130) evaluated by a panel of 5 board-certified & resident physicians, and demonstrate significant increases in factuality (mean of 18% at p-value < 0.05) across all specialties. More interestingly, because the retrieved data acts as a single source of truth, we find retrieval-based LLMs to be more robust to prompt injection and manipulation! Future work will involve expanding the scope of our dataset to more specialties and multimodal settings. #Medtwitter #MedEd

The newest version of our Almanac preprint is out, and just in time for our demo at the Stanford AIMI Symposium 2023! Almanac is a retrieval-augmented LLM that provides up-to-date and verifiable answers to medical queries. Link: We benchmark our approach on a novel dataset of clinical scenarios (n = 130) evaluated by a panel of 5 board-certified & resident physicians, and demonstrate significant increases in factuality (mean of 18% at p-value < 0.05) across all specialties. More interestingly, because the retrieved data acts as a single source of truth, we find retrieval-based LLMs to be more robust to prompt injection and manipulation! Future work will involve expanding the scope of our dataset to more specialties and multimodal settings. #Medtwitter #MedEd

18,124 görüntüleme

Videos

Anya Rossi

sweetdream.ai

SweetDream.ai•Sponsored•Livecam

Watch Anya Live

Anya is streaming live right now! Join her private show and enjoy exclusive content.

Exclusive private shows

1.2k viewers online

Private Show

Join now for exclusive access

Free preview available • Premium content

Excited to release HuggingChat 💬 - a native macOS app that brings powerful open-source language models straight to your desktop - with markdown support, web browsing, code syntax highlighting and much more!

Excited to release HuggingChat 💬 - a native macOS app that brings powerful open-source language models straight to your desktop - with markdown support, web browsing, code syntax highlighting and much more!

Cyril Zakka, MD

289,729 görüntüleme • 1 yıl önce

There’s been a lot of buzz surrounding multimodal LLMs in medicine. At the Hiesinger Lab we’ve been building Almanac Chat for over 6 months alongside our collaborators and we’re excited to showcase the first preview! • Almanac Chat is the first truly multimodal medical LLM trained across specialties and modalities (i.e. images, text, video and audio) to serve as a generalist clinical copilot. • The entire stack (e.g. server, client, ML pipeline) is developed and hosted locally to guarantee privacy and flexibility at inference time. • We're looking forward to evaluating our model alongside domain experts at Stanford Medicine in Q2 2024. • We have a a lot more exciting things on the way - see if you can spot a few teasers in the video! 👥: We’re looking to scale our team, model, and hardware. If you're interested in a partnership or working alongside myself and our recent hire Joseph Cho please get in touch!

There’s been a lot of buzz surrounding multimodal LLMs in medicine. At the Hiesinger Lab we’ve been building Almanac Chat for over 6 months alongside our collaborators and we’re excited to showcase the first preview! • Almanac Chat is the first truly multimodal medical LLM trained across specialties and modalities (i.e. images, text, video and audio) to serve as a generalist clinical copilot. • The entire stack (e.g. server, client, ML pipeline) is developed and hosted locally to guarantee privacy and flexibility at inference time. • We're looking forward to evaluating our model alongside domain experts at Stanford Medicine in Q2 2024. • We have a a lot more exciting things on the way - see if you can spot a few teasers in the video! 👥: We’re looking to scale our team, model, and hardware. If you're interested in a partnership or working alongside myself and our recent hire Joseph Cho please get in touch!

Cyril Zakka, MD

85,884 görüntüleme • 2 yıl önce

Super excited to introduce SAM2 Studio! 🚀🤖 I've been getting a lot of questions lately on supporting AI inference tailored for patient data and sensitive workflows. We optimized SAM2 to run completely on-device in real time for all of your medical segmentation workflows - including surgical video segmentation, radiographs, pathology slides and more!

Super excited to introduce SAM2 Studio! 🚀🤖 I've been getting a lot of questions lately on supporting AI inference tailored for patient data and sensitive workflows. We optimized SAM2 to run completely on-device in real time for all of your medical segmentation workflows - including surgical video segmentation, radiographs, pathology slides and more!

Cyril Zakka, MD

19,805 görüntüleme • 1 yıl önce

Daha fazla içerik yok.