Jacqueline Peng

Deep-learning-enabled antibiotic discovery through molecular de-extinction

Marcelo D. T. Torres, Jacqueline Peng, César de la Fuente‐Núñez · Nature Biomedical Engineering · 2024 · 156 citations · Full text

Life Sciences, Bioinformatics, Microbiology +17

Unsupervised and supervised discovery of tissue cellular neighborhoods from cell phenotypes

Yuxuan Hu, Jiazhen Rong, Yafei Xu et al. · Nature Methods · 2024 · 90 citations · Full text

Life Sciences, Bioinformatics, Oncology +16

Phen2Gene: rapid phenotype-driven gene prioritization for rare diseases

Mengge Zhao, James M. Havrilla, Fang Li et al. · NAR Genomics and Bioinformatics · 2020 · 86 citations · Full text

Medicine, Bioinformatics, Genetics +15

Multiplex gene and phenotype network to characterize shared genetic pathways of epilepsy and autism

Jacqueline Peng, Yunyun Zhou, Kai Wang · Scientific Reports · 2021 · 48 citations · Full text

Life Sciences, Genetics, Neuroscience +15

Natural language processing (NLP) tools in extracting biomedical concepts from research articles: a case study on autism spectrum disorder

Jacqueline Peng, Mengge Zhao, James M. Havrilla et al. · BMC Medical Informatics and Decision Making · 2020 · 32 citations · Full text

Computing, Biomedical Informatics, Computer Science +16