| Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier C Chen, Q Zhang, B Yu, Z Yu, PJ Lawrence, Q Ma, Y Zhang Computers in biology and medicine 123, 103899, 2020 | 181 | 2020 |
| scGMAI: a Gaussian mixture model for clustering single-cell RNA-Seq data based on deep autoencoder B Yu, C Chen, R Qi, R Zheng, PJ Skillman-Lawrence, X Wang, A Ma, ... Briefings in bioinformatics 22 (4), bbaa316, 2021 | 41 | 2021 |
| Single-cell techniques and deep learning in predicting drug response Z Wu, PJ Lawrence, A Ma, J Zhu, D Xu, Q Ma Trends in Pharmacological Sciences 41 (12), 1050-1065, 2020 | 41 | 2020 |
| Exome sequencing in multiplex families with left-sided cardiac defects has high yield for disease gene discovery DM Gordon, D Cunningham, G Zender, PJ Lawrence, JS Penaloza, H Lin, ... PLoS Genetics 18 (6), e1010236, 2022 | 12 | 2022 |
| Use of machine learning to classify high-risk variants of uncertain significance in lamin A/C cardiac disease JS Bennett, DM Gordon, U Majumdar, PJ Lawrence, A Matos-Nieves, ... Heart rhythm 19 (4), 676-685, 2022 | 5 | 2022 |
| Improving MHC class I antigen-processing predictions using representation learning and cleavage site-specific kernels PJ Lawrence, X Ning Cell Reports Methods 2 (9), 2022 | 4 | 2022 |
| Novel pathogenic GATA6 variant associated with congenital heart disease, diabetes mellitus and necrotizing enterocolitis J Yasuhara, SN Manivannan, U Majumdar, DM Gordon, PJ Lawrence, ... Pediatric Research 95 (1), 146-155, 2024 | 3 | 2024 |
| Enhancing drug and cell line representations via contrastive learning for improved anti-cancer drug prioritization PJ Lawrence, B Burns, X Ning NPJ Precision Oncology 8 (1), 106, 2024 | | 2024 |
| Using Machine Learning and Multifaceted Preoperative Measures to Predict Adult Cochlear Implant Outcomes: A Prospective Pilot Study A Patro, PJ Lawrence, TN Tamati, X Ning, AC Moberly Ear and Hearing, 10.1097, 2024 | | 2024 |
| Modeling Path Importance for Effective Alzheimer’s Disease Drug Repurposing S Xiang, PJ Lawrence, B Peng, CW Chiang, D Kim, L Shen, X Ning PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024, 306-321, 2023 | | 2023 |
