Systematic benchmarking of omics computational tools S Mangul, LS Martin, BL Hill, AKM Lam, MG Distler, A Zelikovsky, E Eskin, ... Nature communications 10 (1), 1393, 2019 | 114 | 2019 |
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity D Goodman-Meza, A Rudas, JN Chiang, PC Adamson, J Ebinger, N Sun, ... Plos one 15 (9), e0239474, 2020 | 60 | 2020 |
Challenges and recommendations to improve the installability and archival stability of omics computational tools S Mangul, T Mosqueiro, RJ Abdill, D Duong, K Mitchell, V Sarwal, B Hill, ... PLoS biology 17 (6), e3000333, 2019 | 60 | 2019 |
An automated machine learning-based model predicts postoperative mortality using readily-extractable preoperative electronic health record data BL Hill, R Brown, E Gabel, N Rakocz, C Lee, M Cannesson, P Baldi, ... British journal of anaesthesia 123 (6), 877-886, 2019 | 54 | 2019 |
Prior diagnoses and medications as risk factors for COVID-19 in a Los Angeles Health System TS Chang, Y Ding, MK Freund, R Johnson, T Schwarz, JM Yabu, ... MedRxiv, 2020 | 43 | 2020 |
Bladder cancer immunotherapy by BCG is associated with a significantly reduced risk of Alzheimer’s disease and Parkinson’s disease D Klinger, BL Hill, N Barda, E Halperin, ON Gofrit, CL Greenblatt, ... Vaccines 9 (5), 491, 2021 | 33 | 2021 |
Benchmarking of computational error-correction methods for next-generation sequencing data K Mitchell, JJ Brito, I Mandric, Q Wu, S Knyazev, S Chang, LS Martin, ... Genome biology 21 (1), 1-13, 2020 | 29 | 2020 |
Imputation of the continuous arterial line blood pressure waveform from non-invasive measurements using deep learning BL Hill, N Rakocz, Á Rudas, JN Chiang, S Wang, I Hofer, M Cannesson, ... Scientific reports 11 (1), 15755, 2021 | 28 | 2021 |
A phase 2a randomized, double-blind, dose-optimizing study to evaluate the immunogenicity and safety of a bivalent DNA vaccine for hemorrhagic fever with renal syndrome … J Hooper, KM Paolino, K Mills, S Kwilas, M Josleyn, M Cohen, ... Vaccines 8 (3), 377, 2020 | 17 | 2020 |
A comprehensive analysis of the usability and archival stability of omics computational tools and resources S Mangul, T Mosqueiro, D Duong, K Mitchell, V Sarwal, B Hill, J Brito, ... bioRxiv, 452532, 2018 | 15 | 2018 |
Beat-to-beat cardiac pulse rate measurement from video BL Hill, X Liu, D McDuff Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 14 | 2021 |
Scamps: Synthetics for camera measurement of physiological signals D McDuff, M Wander, X Liu, B Hill, J Hernandez, J Lester, T Baltrusaitis Advances in Neural Information Processing Systems 35, 3744-3757, 2022 | 11 | 2022 |
Robust Mendelian randomization in the presence of residual population stratification, batch effects and horizontal pleiotropy C Cinelli, N LaPierre, BL Hill, S Sankararaman, E Eskin Nature communications 13 (1), 1093, 2022 | 11 | 2022 |
Efficientphys: Enabling simple, fast and accurate camera-based vitals measurement X Liu, BL Hill, Z Jiang, S Patel, D McDuff arXiv preprint arXiv:2110.04447, 2021 | 11 | 2021 |
Automated identification of clinical features from sparsely annotated 3-dimensional medical imaging N Rakocz, JN Chiang, MG Nittala, G Corradetti, L Tiosano, S Velaga, ... NPJ digital medicine 4 (1), 44, 2021 | 11 | 2021 |
Pre-existing conditions in Hispanics/Latinxs that are COVID-19 risk factors TS Chang, Y Ding, MK Freund, R Johnson, T Schwarz, JM Yabu, ... Iscience 24 (3), 2021 | 10 | 2021 |
Precision medicine and FPGA technology: Challenges and opportunities B Hill, J Smith, G Srinivasa, K Sonmez, A Sirasao, A Gupta, M Mukherjee 2017 IEEE 60th International Midwest Symposium on Circuits and Systems …, 2017 | 10 | 2017 |
Methylation risk scores are associated with a collection of phenotypes within electronic health record systems M Thompson, BL Hill, N Rakocz, JN Chiang, D Geschwind, ... NPJ genomic medicine 7 (1), 50, 2022 | 9 | 2022 |
Leveraging genomic diversity for discovery in an EHR-linked biobank: the UCLA ATLAS Community Health Initiative R Johnson, Y Ding, V Venkateswaran, A Bhattacharya, A Chiu, T Schwarz, ... medRxiv, 2021.09. 22.21263987, 2021 | 8 | 2021 |
Efficientphys: Enabling simple, fast and accurate camera-based cardiac measurement X Liu, B Hill, Z Jiang, S Patel, D McDuff Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023 | 6 | 2023 |