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Brian Hill
Brian Hill
Optum AI (Optum Labs)
Verified email at cs.ucla.edu - Homepage
Title
Cited by
Cited by
Year
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
1342019
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
702019
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
682020
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
682019
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
502020
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
472021
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
452021
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, 1-13, 2020
392020
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
352023
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
272022
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
212020
Leveraging genomic diversity for discovery in an electronic health record linked biobank: the UCLA ATLAS Community Health Initiative
R Johnson, Y Ding, V Venkateswaran, A Bhattacharya, K Boulier, A Chiu, ...
Genome medicine 14 (1), 104, 2022
192022
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
192021
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
182022
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
182021
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
162021
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
152018
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
142022
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
132021
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
112017
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