Large Language Models Streamline Automated Machine Learning for Clinical
Studies

Large Language Models Streamline Automated Machine Learning for Clinical Studies

27 August 2023

Soroosh Tayebi Arasteh

Mahshad Lotfinia

Christiane Kuhl

Jakob Nikolas Kather

Daniel Truhn

Papers citing "Large Language Models Streamline Automated Machine Learning for Clinical Studies"

11 / 11 papers shown

Title
SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science Wonduk Seo Juhyeon Lee Yi Bu 46 0 0 30 Mar 2025
Intrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language Models Yuyi Huang Runzhe Zhan Derek F. Wong Lidia S. Chao Ailin Tao AAML SyDa ELM 48 0 0 23 Feb 2025
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Lukas Buess Matthias Keicher Nassir Navab Andreas K. Maier Soroosh Tayebi Arasteh LM&MA 110 0 0 13 Feb 2025
Enhancing LLMs for Power System Simulations: A Feedback-driven Multi-agent Framework Mengshuo Jia Zeyu Cui Gabriela Hug 72 0 0 21 Nov 2024
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges Z. Wang Hanyin Wang Benjamin P. Danek Ying Li Christina Mack Hoifung Poon Y. Wang Pranav Rajpurkar J. Sun LM&MA 30 1 0 28 Oct 2024
Can Large Language Models Replace Data Scientists in Biomedical Research? Z. Wang Benjamin P. Danek Ziwei Yang Zheng Chen J. Sun ELM LM&MA 34 0 0 28 Oct 2024
RadioRAG: Factual Large Language Models for Enhanced Diagnostics in Radiology Using Dynamic Retrieval Augmented Generation Soroosh Tayebi Arasteh Mahshad Lotfinia Keno Bressem R. Siepmann Dyke Ferber Christiane Kuhl Jakob Nikolas Kather S. Nebelung Daniel Truhn RALM LM&MA VLM 14 2 0 22 Jul 2024
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment J. Lin H. Xu Zifeng Wang Sheng Wang J. Sun ELM LM&MA 24 1 0 25 Jun 2024
Enabling Large Language Models to Perform Power System Simulations with Previously Unseen Tools: A Case of Daline Mengshuo Jia Zeyu Cui Gabriela Hug 25 0 0 25 Jun 2024
Chatlaw: A Multi-Agent Collaborative Legal Assistant with Knowledge Graph Enhanced Mixture-of-Experts Large Language Model Jiaxi Cui Munan Ning Zongjia Li Bohua Chen Yang Yan Hao Li Bin Ling Yonghong Tian Li-xin Yuan AILaw RALM ELM 14 103 0 28 Jun 2023
AutoML-GPT: Automatic Machine Learning with GPT Shujian Zhang Chengyue Gong Lemeng Wu Xingchao Liu Mi Zhou LLMAG 52 59 0 04 May 2023