James J. Collins

机构：Broad Institute, Harvard University, Inspire Institute, Massachusetts Institute of Technology · ORCID：0000-0002-5560-8246

发表论文 589 篇 · 总被引 117159 次 · h-index 162

代表论文

• Accurate RNA 3D structure prediction using a language model-based deep learning approach (2024 · Nature Methods · 被引 221)
• Deep generative design of RNA aptamers using structural predictions (2024 · Nature Computational Science · 被引 82)
• Active learning framework leveraging transcriptomics identifies modulators of disease phenotypes (2025 · Science · 被引 47)
• Engineering synthetic phosphorylation signaling networks in human cells (2025 · Science · 被引 31)
• An explainable deep learning platform for molecular discovery (2024 · Nature Protocols · 被引 27)
• Catalase activity deficiency sensitizes multidrug-resistant Mycobacterium tuberculosis to the ATP synthase inhibitor bedaquiline (2024 · Nature Communications · 被引 21)