James J. Collins

发表论文 21 篇 · 总被引 1194 次 · h-index 11

代表论文

Deep learning-guided discovery of an antibiotic targeting Acinetobacter baumannii (2023 · Nature Chemical Biology · 被引 284)
A lab-on-a-chip for the concurrent electrochemical detection of SARS-CoV-2 RNA and anti-SARS-CoV-2 antibodies in saliva and plasma (2022 · Nature Biomedical Engineering · 被引 236)
Machine learning for antimicrobial peptide identification and design (2024 · Nature Reviews Bioengineering · 被引 229)
Leveraging artificial intelligence in the fight against infectious diseases (2023 · Science · 被引 227)
Field validation of the performance of paper-based tests for the detection of the Zika and chikungunya viruses in serum samples (2022 · Nature Biomedical Engineering · 被引 78)
Deep generative design of RNA aptamers using structural predictions (2024 · Nature Computational Science · 被引 75)