Last Week in Medical AI: Top Research Papers/Models š (September 21 - September 27, 2024)
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Aaditya Ura
aaditya
AI & ML interests
ML Researcher | LLMs ā” Healthcare | Developer of OpenBioLLM, Open Medical-LLM Leaderboard, MedMCQA, Med-Halt | I like high-quality datasets & eval š§
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Last Week in Medical AI: Top Research Papers/Models š„
š
(December 15 ā December 21, 2024)
Medical LLM & Other Models
- MedMax: Mixed-Modal Biomedical Assistant
- Advanced multimodal instruction tuning
- Enhanced biomedical knowledge integration
- Comprehensive assistant capabilities
- MGH Radiology Llama 70B
- Specialized radiology focus
- State-of-the-art performance
- Enhanced report generation capabilities
- HC-LLM: Historical Radiology Reports
- Context-aware report generation
- Historical data integration
- Improved accuracy in diagnostics
Frameworks & Methods
- ReflecTool: Reflection-Aware Clinical Agents
- Process-Supervised Clinical Notes
- Federated Learning with RAG
- Query Pipeline Optimization
Benchmarks & Evaluations
- Multi-OphthaLingua
- Multilingual ophthalmology benchmark
- Focus on LMICs healthcare
- Bias assessment framework
- ACE-M3 Evaluation Framework
- Multimodal medical model testing
- Comprehensive capability assessment
- Standardized evaluation metrics
LLM Applications
- Patient-Friendly Video Reports
- Medical Video QA Systems
- Gene Ontology Annotation
- Healthcare Recommendations
Special Focus: Medical Ethics & AI
- Clinical Trust Impact Study
- Mental Health AI Challenges
- Hospital Monitoring Ethics
- Radiology AI Integration
Now you can watch and listen to the latest Medical AI papers daily on our YouTube and Spotify channels as well!
- Full thread in detail:
https://x.com/OpenlifesciAI/status/1870504774162063760
- Youtube Link: youtu.be/SbFp4fnuxjo
- Spotify: https://t.co/QPmdrXuWP9
reacted
to
their
post
with š
about 15 hours ago
Last Week in Medical AI: Top Research Papers/Models š„
š
(December 15 ā December 21, 2024)
Medical LLM & Other Models
- MedMax: Mixed-Modal Biomedical Assistant
- Advanced multimodal instruction tuning
- Enhanced biomedical knowledge integration
- Comprehensive assistant capabilities
- MGH Radiology Llama 70B
- Specialized radiology focus
- State-of-the-art performance
- Enhanced report generation capabilities
- HC-LLM: Historical Radiology Reports
- Context-aware report generation
- Historical data integration
- Improved accuracy in diagnostics
Frameworks & Methods
- ReflecTool: Reflection-Aware Clinical Agents
- Process-Supervised Clinical Notes
- Federated Learning with RAG
- Query Pipeline Optimization
Benchmarks & Evaluations
- Multi-OphthaLingua
- Multilingual ophthalmology benchmark
- Focus on LMICs healthcare
- Bias assessment framework
- ACE-M3 Evaluation Framework
- Multimodal medical model testing
- Comprehensive capability assessment
- Standardized evaluation metrics
LLM Applications
- Patient-Friendly Video Reports
- Medical Video QA Systems
- Gene Ontology Annotation
- Healthcare Recommendations
Special Focus: Medical Ethics & AI
- Clinical Trust Impact Study
- Mental Health AI Challenges
- Hospital Monitoring Ethics
- Radiology AI Integration
Now you can watch and listen to the latest Medical AI papers daily on our YouTube and Spotify channels as well!
- Full thread in detail:
https://x.com/OpenlifesciAI/status/1870504774162063760
- Youtube Link: youtu.be/SbFp4fnuxjo
- Spotify: https://t.co/QPmdrXuWP9
reacted
to
their
post
with ā¤ļø
about 15 hours ago
Last Week in Medical AI: Top Research Papers/Models š„
š
(December 15 ā December 21, 2024)
Medical LLM & Other Models
- MedMax: Mixed-Modal Biomedical Assistant
- Advanced multimodal instruction tuning
- Enhanced biomedical knowledge integration
- Comprehensive assistant capabilities
- MGH Radiology Llama 70B
- Specialized radiology focus
- State-of-the-art performance
- Enhanced report generation capabilities
- HC-LLM: Historical Radiology Reports
- Context-aware report generation
- Historical data integration
- Improved accuracy in diagnostics
Frameworks & Methods
- ReflecTool: Reflection-Aware Clinical Agents
- Process-Supervised Clinical Notes
- Federated Learning with RAG
- Query Pipeline Optimization
Benchmarks & Evaluations
- Multi-OphthaLingua
- Multilingual ophthalmology benchmark
- Focus on LMICs healthcare
- Bias assessment framework
- ACE-M3 Evaluation Framework
- Multimodal medical model testing
- Comprehensive capability assessment
- Standardized evaluation metrics
LLM Applications
- Patient-Friendly Video Reports
- Medical Video QA Systems
- Gene Ontology Annotation
- Healthcare Recommendations
Special Focus: Medical Ethics & AI
- Clinical Trust Impact Study
- Mental Health AI Challenges
- Hospital Monitoring Ethics
- Radiology AI Integration
Now you can watch and listen to the latest Medical AI papers daily on our YouTube and Spotify channels as well!
- Full thread in detail:
https://x.com/OpenlifesciAI/status/1870504774162063760
- Youtube Link: youtu.be/SbFp4fnuxjo
- Spotify: https://t.co/QPmdrXuWP9
Articles
Organizations
aaditya's activity
upvoted
a
paper
2 months ago
upvoted
19
papers
4 months ago
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
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2408.08872
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TraDiffusion: Trajectory-Based Training-Free Image Generation
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2408.09739
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8
Authorship Attribution in the Era of LLMs: Problems, Methodologies, and Challenges
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2408.08946
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11
Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality Data
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2408.10119
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16
ShortCircuit: AlphaZero-Driven Circuit Design
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2408.09858
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SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views
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2408.10195
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MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model
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2408.10198
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32
MambaEVT: Event Stream based Visual Object Tracking using State Space Model
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2408.10487
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Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model
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2408.10764
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MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding
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2408.11049
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NeCo: Improving DINOv2's spatial representations in 19 GPU hours with Patch Neighbor Consistency
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2408.11054
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MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning
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2408.11001
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11
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
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2408.11039
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58
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering
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2408.09174
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51
Out-of-Distribution Detection with Attention Head Masking for Multimodal Document Classification
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2408.11237
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5
Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer
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2408.08793
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5
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting
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2408.11706
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TrackGo: A Flexible and Efficient Method for Controllable Video Generation
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2408.11475
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17
GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models
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2408.11817
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