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Cyril

cyrilzakka

AI & ML interests

Multimodal models for clinical medicine and surgery

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Hugging Face's profile picture Hugging Face for Health's profile picture Hugging Face OSS Metrics's profile picture Core ML Projects's profile picture Hugging Face TB Research's profile picture MLX Community's profile picture Wellcome / EPSRC Centre for Interventional and Surgical Sciences's profile picture open/ acc's profile picture

cyrilzakka's activity

reacted to meg's post with ๐Ÿ”ฅ 2 days ago
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2312
๐Ÿ’ซ...And we're live!๐Ÿ’ซ Seasonal newsletter from ethicsy folks at Hugging Face, exploring the ethics of "AI Agents"
https://huggingface.co/blog/ethics-soc-7
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!
With @evijit , @giadap , and @sasha
reacted to yjernite's post with ๐Ÿ”ฅ 2 days ago
reacted to aaditya's post with ๐Ÿ”ฅ 30 days ago
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3156
Last Week in Medical AI: Top Research Papers/Models ๐Ÿ”ฅ
๐Ÿ… (December 7 โ€“ December 14, 2024)

Medical LLM & Other Models
- PediaBench: Chinese Pediatric LLM
- Comprehensive pediatric dataset
- Advanced benchmarking platform
- Chinese healthcare innovation
- BiMediX: Bilingual Medical LLM
- Multilingual medical expertise
- Diverse medical knowledge integration
- Cross-cultural healthcare insights
- MMedPO: Vision-Language Medical LLM
- Clinical multimodal optimization
- Advanced medical image understanding
- Precision healthcare modeling

Frameworks and Methodologies
- TOP-Training: Medical Q&A Framework
- Hybrid RAG: Secure Medical Data Management
- Zero-Shot ATC Clinical Coding
- Chest X-Ray Diagnosis Architecture
- Medical Imaging AI Democratization

Benchmarks & Evaluations
- KorMedMCQA: Korean Healthcare Licensing Benchmark
- Large Language Model Medical Tasks
- Clinical T5 Model Performance Study
- Radiology Report Quality Assessment
- Genomic Analysis Benchmarking

Medical LLM Applications
- BRAD: Digital Biology Language Model
- TCM-FTP: Herbal Prescription Prediction
- LLaSA: Activity Analysis via Sensors
- Emergency Department Visit Predictions
- Neurodegenerative Disease AI Diagnosis
- Kidney Disease Explainable AI Model

Ethical AI & Privacy
- Privacy-Preserving LLM Mechanisms
- AI-Driven Digital Organism Modeling
- Biomedical Research Automation
- Multimodality in Medical Practice

Full thread in detail: https://x.com/OpenlifesciAI/status/1867999825721242101
ยท
published an article about 2 months ago
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Article

Halo: Open Source Health Tracking with Wearables

By cyrilzakka โ€ข
โ€ข 103
replied to erinys's post 3 months ago
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Hi @John6666 , would love to hop on a call sometime to get more insights on your experience and feedback. As a physician working at HF, I've been working to make it easier for folks in the healthcare sector (without coding experience) to use HF tools by either building base projects for them to use in clinic (see https://github.com/huggingface/chat-macOS which could be remixed towards something like: https://ai.nejm.org/doi/full/10.1056/AIoa2300068) or building tools for medical researchers (see https://github.com/huggingface/sam2-studio with medical applications such as https://x.com/cyrilzakka/status/1834624958485733822)