Accurate estimation of cell composition in bulk expression through robust integration of single-cell information B Jew, M Alvarez, E Rahmani, Z Miao, A Ko, KM Garske, JH Sul, ... Nature communications 11 (1), 1971, 2020 | 312 | 2020 |
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 | 83 | 2020 |
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 | 78 | 2019 |
Enhancing droplet-based single-nucleus RNA-seq resolution using the semi-supervised machine learning classifier DIEM M Alvarez, E Rahmani, B Jew, KM Garske, Z Miao, JN Benhammou, ... Scientific reports 10 (1), 11019, 2020 | 77 | 2020 |
The causal effect of obesity on prediabetes and insulin resistance reveals the important role of adipose tissue in insulin resistance Z Miao, M Alvarez, A Ko, Y Bhagat, E Rahmani, B Jew, S Heinonen, ... PLoS genetics 16 (9), e1009018, 2020 | 60 | 2020 |
ForestQC: quality control on genetic variants from next-generation sequencing data using random forest J Li, B Jew, L Zhan, S Hwang, G Coppola, NB Freimer, JH Sul PLoS Computational Biology 15 (12), 2019 | 28 | 2019 |
Leveraging allelic imbalance to refine fine-mapping for eQTL studies J Zou, F Hormozdiari, B Jew, SE Castel, T Lappalainen, J Ernst, JH Sul, ... PLoS genetics 15 (12), e1008481, 2019 | 27 | 2019 |
Accurate estimation of cell composition in bulk expression through robust integration of single-cell information. Nat. Commun. 11, 1971 B Jew, M Alvarez, E Rahmani, Z Miao, A Ko, KM Garske, JH Sul, ... Medline, 2020 | 12 | 2020 |
Accurate estimation of cell composition in bulk expression through robust integration of single-cell information. Nat Commun. 2020; 11 (1): 1971 B Jew, M Alvarez, E Rahmani, Z Miao, A Ko, KM Garske Nature Publishing Group, 2020 | 11 | 2020 |
Rare variants in the endocytic pathway are associated with Alzheimer’s disease, its related phenotypes, and functional consequences L Zhan, J Li, B Jew, JH Sul PLOS Genetics 17 (9), e1009772, 2021 | 3 | 2021 |
Calling differential DNA methylation at cell-type resolution: addressing misconceptions and best practices E Rahmani, B Jew, R Schweiger, B Rhead, LA Criswell, LF Barcellos, ... bioRxiv, 2021.02. 14.431168, 2021 | 3 | 2021 |
Leveraging allele-specific expression to refine fine-mapping for eQTL studies J Zou, F Hormozdiari, B Jew, J Ernst, JH Sul, E Eskin bioRxiv, 257279, 2018 | 3 | 2018 |
Variant calling and quality control of large-scale human genome sequencing data B Jew, JH Sul Emerging Topics in Life Sciences 3 (4), 399-409, 2019 | 2 | 2019 |
Preoperative predictions of in-hospital mortality using electronic medical record data B Hill, R Brown, E Gabel, C Lee, M Cannesson, LO Loohuis, R Johnson, ... bioRxiv, 329813, 2018 | 2 | 2018 |
The Effect of Model Directionality on Cell-Type-Specific Differential DNA Methylation Analysis E Rahmani, B Jew, E Halperin Frontiers in Bioinformatics 1, 792605, 2022 | 1 | 2022 |
An Efficient Linear Mixed Model Framework for Meta-Analytic Association Studies Across Multiple Contexts B Jew, J Li, S Sankararaman, JH Sul 21st International Workshop on Algorithms in Bioinformatics (WABI 2021), 2021 | | 2021 |
xGAP: a python based efficient, modular, extensible and fault tolerant genomic analysis pipeline for variant discovery A Gorla, B Jew, L Zhang, JH Sul Bioinformatics 37 (1), 9-16, 2021 | | 2021 |
Expanding COVID-19 symptom screening to retail, restaurants, and schools by preserving privacy using relaxed digital signatures B Jew, A Korb, P Lou, JN Chiang, U An, A Sahai, E Halperin, E Eskin medRxiv, 2020.08. 06.20169839, 2020 | | 2020 |
Projecting hospital resource utilization during a surge using parametric bootstrapping JN Chiang, U An, M Kordi, B Jew, C Kravit, WJ Dunne, R Perez, ... medRxiv, 2020.07. 30.20164475, 2020 | | 2020 |
Leveraging allelic imbalance to refine fine-mapping for eQTL studies. J Zou, F Hormozdiari, B Jew, SE Castel, T Lappalainen, J Ernst, JH Sul, ... PLoS Genetics 15 (12), 2019 | | 2019 |