Cyril Zakka, MD
@cyrilzakka.bsky.social
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Health AI x @Huggingface | Medical Doctor & ML Researcher. Prev: @Stanford cyrilzakka.github.io
pinned post!
Hey all - thanks for following! By means of a quick intro, I’m currently the Health Lead
@huggingface.bsky.social
🤗 where I research and develop clinical AI tools. If there’s anything you need help with on that side, please feel free to reach out!
11 months ago
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reposted by
Cyril Zakka, MD
kb
4 months ago
I'm writing an article series about creating tensors from scratch in Rust.
#tensors
#machine-learning
#ml
#ai
huggingface.co/blog/KeighBe...
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Building Tensors From Scratch in Rust: Part 1, Core Structure and Indexing
A Blog post by Kyle Birnbaum on Hugging Face
https://huggingface.co/blog/KeighBee/tensors-from-scratch-in-rust-p1
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reposted by
Cyril Zakka, MD
Margaret Mitchell
6 months ago
If you're interested in language, AI, and cognition, this is the *must-watch* video of the week: Debate a few days ago between Dr.
@emilymbender.bsky.social
and Dr.
@sbubeck.bsky.social
on whether chatbots can "understand". Was a lively and fun debate to watch.
www.youtube.com/watch?v=YtIQ...
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CHM Live | The Great Chatbot Debate: Do LLMs Really Understand?
YouTube video by Computer History Museum
https://www.youtube.com/watch?v=YtIQVaSS5Pg
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reposted by
Cyril Zakka, MD
Roxana Daneshjou, MD, PhD
7 months ago
Hey physicians, now is actually the exact time we need to all be talking about racism and health equity. Everything that is happening is going to worsen disparities. Silence is not an option.
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Very well written blog post on agents by some titans of the industry.
add a skeleton here at some point
9 months ago
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reposted by
Cyril Zakka, MD
Margaret Mitchell
9 months ago
💫...And we're live!💫 Seasonal newsletter from ethicsy folks at
@hf.co
, exploring the ethics of "AI Agents"
huggingface.co/blog/ethics-...
Our analyses found: - There's a spectrum of "agent"-ness - *Safety* is a key issue, leading to many other value-based concerns Read for details & what to do next!
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AI Agents Are Here. What Now?
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
https://huggingface.co/blog/ethics-soc-7
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Calling all medical researchers and practitioners! 🩺 We’re looking for folks able to share 5+ de-identified medical cases for general AI benchmarking purposes across all specialties. Credits will be attributed. Retweets appreciated! Please DM or reach out at
[email protected]
9 months ago
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I spent my winter break redesigning the Health app with an AI focused approach starting with clinical records. The goal here was to help patients get a deeper understanding of their own records, with the eventual goal of enabling continuous health monitoring and personalized health suggestions.
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9 months ago
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reposted by
Cyril Zakka, MD
Christian Bluethgen
9 months ago
my wl: - fewer low-hanging proof-of-concept studies (yes, it works for your specialty/organ/classification, too) - fewer head-to-head model comparisons (yes, llama 3.1 was better than llama 2 for your case, but peer review took 8 months, now there’s llama 4) - instead: RCTs, relevant outcomes
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I have a feeling that in 2025 we’re going to be seeing an interesting shift in healthcare delivery/medical education thanks to this new crop of LLMs. Hopefully we’ll be seeing more healthcare workers involved in the development, deployment, and evaluation of these systems.
9 months ago
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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. /cc
@hf.co
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10 months ago
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reposted by
Cyril Zakka, MD
Ryan T Scott
10 months ago
Care to learn
#AI
#ML
to apply it to spaceflight biology & health?🚀 Here’s an open, free, at-your-own-pace course: 🔗 About
www.nasa.gov/using-ai-ml-...
🔗 Register:
canvas.instructure.com/enroll/8JYKD7
Cheers to NASA for the Transform to Open Science Training grant awarding this work 🎉🤗
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Using AI/ML for Space Biology Research - NASA
As the field of space biology continues to generate vast amounts of data, the ability to effectively analyze and interpret this information is becoming
https://www.nasa.gov/using-ai-ml-for-space-biology-research/
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More features shipping out this week: - Support for document/media upload - System-wide on-device dictation support (supports all EHRs by default) with injection into ANY text field. - Context injection based on currently active app If you squint, you can guess where medical AI is headed 🤗
10 months ago
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Small part of a big update I’m pushing out this week. Happy with the result!
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10 months ago
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reposted by
Cyril Zakka, MD
Rob Terrell
10 months ago
Holiday hacking underway. Following the blog post from
@cyrilzakka.bsky.social
I'm trying to read data from a Colmi R02. Let's see how this goes! The post is here:
huggingface.co/blog/cyrilza...
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Halo: Open Source Health Tracking with Wearables
A Blog post by Cyril on Hugging Face
https://huggingface.co/blog/cyrilzakka/halo-introduction
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reposted by
Cyril Zakka, MD
Jeremy Howard
10 months ago
Did you know that 99% of email today is spam? Your inbox isn’t 99% spam because AI is used to filter it. The same 99% will happen here too, but if AI researchers continue to get perma-banned for making available the datasets needed to filter it, it’s going to make this platform unusable.
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I cannot recommend this group enough. Dream team of clinicians, researchers, and engineers. 💫
add a skeleton here at some point
10 months ago
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reposted by
Cyril Zakka, MD
Akshay Chaudhari
10 months ago
We are excited to announce the launch of our company - Cognita! We are working towards building the future of radiology through multi-modal AI systems with a great group of founders Louis Blankemeier, Zhihong Chen , and I, and advisors Ajit Singh, Chris Re, and
@curtlanglotz.bsky.social
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reposted by
Cyril Zakka, MD
Arvid Kahl
10 months ago
It's "on-device LLM" today. Soon, it'll be "on-chip" LLM. Or LLM cores. The system default local LLM. The coding framework's default local LLM. I find this incredibly exciting. A privacy-first, self-contained, user-owned AI—a 24/7 agent for action, insights & feedback.
github.com/huggingface/...
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GitHub - huggingface/smollm: Everything about the SmolLM & SmolLM2 family of models
Everything about the SmolLM & SmolLM2 family of models - GitHub - huggingface/smollm: Everything about the SmolLM & SmolLM2 family of models
https://github.com/huggingface/smollm
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Part of me wants to make a Bluesky client just to add the ability to bookmark posts
10 months ago
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In case you're doing any sort of on-device inference or training (MLX, GGML, LMStudio), we just released a free and sudo-less menu bar utility to track CPU (E/P cores), GPU, and ANE usage in real time! Link:
github.com/cyrilzakka/EMG
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11 months ago
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reposted by
Cyril Zakka, MD
Clem Delangue 🤗
11 months ago
We need more open-source models, datasets & apps in AI healthcare. It makes it not only more likely to benefit everyone but also much safer, controllable and respects privacy! Great initiative so that everyone can build their own open-source AI health tracker for $12:
huggingface.co/blog/cyrilza...
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Halo: Open Source Health Tracking with Wearables
A Blog post by Cyril on Hugging Face
https://huggingface.co/blog/cyrilzakka/halo-introduction
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reposted by
Cyril Zakka, MD
Margaret Mitchell
11 months ago
Track your own health privately, from
@huggingface.bsky.social
and
@cyrilzakka.bsky.social
huggingface.co/blog/cyrilza...
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Halo: Open Source Health Tracking with Wearables
A Blog post by Cyril on Hugging Face
https://huggingface.co/blog/cyrilzakka/halo-introduction
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Super excited to introduce Halo: A beginner's guide to DIY health tracking with wearables! 🤗✨ Using an $11 smart ring, I'll show you how to build your own private health monitoring app. From basic metrics to advanced features like: - Activity tracking - HR monitoring - Sleep analysis and more!
11 months ago
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We also some exciting collaborations/hackathons in the works with NASA and NEJM AI so look out for those announcements soon! 🤖🩺
11 months ago
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Hey all - thanks for following! By means of a quick intro, I’m currently the Health Lead
@huggingface.bsky.social
🤗 where I research and develop clinical AI tools. If there’s anything you need help with on that side, please feel free to reach out!
11 months ago
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reposted by
Cyril Zakka, MD
Catherine Breslin
11 months ago
Here’s my women in AI starter pack, to help bring some diversity to your feed
go.bsky.app/LaGDpqg
add a skeleton here at some point
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reposted by
Cyril Zakka, MD
Roxana Daneshjou, MD, PhD
11 months ago
My amazing research team looked at the biased behaviors of LLMs against members of the LGBTQ+ community when it comes to healthcare questions.
www.medrxiv.org/content/10.1...
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Evaluating Anti-LGBTQIA+ Medical Bias in Large Language Models
From drafting responses to patient messages to clinical decision support to patient-facing educational chatbots, Large Language Models (LLMs) present many opportunities for use in clinical situations....
https://www.medrxiv.org/content/10.1101/2024.08.22.24312464v1
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reposted by
Cyril Zakka, MD
Roxana Daneshjou, MD, PhD
11 months ago
Have you ever used an LLM for your healthcare? We want to hear from you!!
stanforduniversity.qualtrics.com/jfe/form/SV_...
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reposted by
Cyril Zakka, MD
Roxana Daneshjou, MD, PhD
11 months ago
I’ve started an AI in healthcare starter pack! Let me know who is missing.
go.bsky.app/7PeNwep
add a skeleton here at some point
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reposted by
Cyril Zakka, MD
Jeremy Jordan
over 2 years ago
new blog post: all about transformers! covering the intuition behind an "attention only" network, building up an understanding of scaled dot product attention, and detailing the original transform architecture. let me know what you think! 🙏
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Understanding the Transformer architecture for neural networks
The attention mechanism allows us to merge a variable-length sequence of vectors into a fixed-size context vector. What if we could use this mechanism to entirely replace recurrence for sequential modeling? This blog post covers the Transformer architecture which explores such an approach.
https://www.jeremyjordan.me/transformer-architecture/
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Looking forward to #AATS2023 this weekend in ☀️ Los Angeles where I’ll be presenting on augmented reality in surgery. Happy to meet if you’re in the area!
over 2 years ago
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The creator of Swift (and LLVM) just announced Mojo with the flexibility of Python and the power of C. Really looking forward to what's coming! Link:
https://t.co/Y1mAlVVKg7
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Mojo 🔥: Programming language for all of AI
Mojo combines the usability of Python with the performance of C, unlocking unparalleled programmability of AI hardware and extensibility of AI models.
https://t.co/Y1mAlVVKg7
over 2 years ago
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