| Year |
Citation |
Score |
| 2023 |
Hou J, Zhao R, Gronsbell J, Lin Y, Bonzel CL, Zeng Q, Zhang S, Beaulieu-Jones BK, Weber GM, Jemielita T, Wan SS, Hong C, Cai T, Wen J, Ayakulangara Panickan V, et al. Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies. Journal of Medical Internet Research. 25: e45662. PMID 37227772 DOI: 10.2196/45662 |
0.344 |
|
| 2022 |
Weber GM, Hong C, Xia Z, Palmer NP, Avillach P, L'Yi S, Keller MS, Murphy SN, Gutiérrez-Sacristán A, Bonzel CL, Serret-Larmande A, Neuraz A, Omenn GS, Visweswaran S, Klann JG, ... ... Beaulieu-Jones BK, et al. International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. Npj Digital Medicine. 5: 74. PMID 35697747 DOI: 10.1038/s41746-022-00601-0 |
0.498 |
|
| 2022 |
Bush WS, Wheeler N, Darabos C, Beaulieu-Jones B. Packaging Biocomputing Software to Maximize Distribution and Reuse. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 27: 412-416. PMID 34890169 |
0.676 |
|
| 2021 |
Le TT, Gutiérrez-Sacristán A, Son J, Hong C, South AM, Beaulieu-Jones BK, Loh NHW, Luo Y, Morris M, Ngiam KY, Patel LP, Samayamuthu MJ, Schriver E, Tan ALM, Moore J, et al. Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19. Scientific Reports. 11: 20238. PMID 34642371 DOI: 10.1038/s41598-021-99481-9 |
0.521 |
|
| 2021 |
Le TT, Gutiérrez-Sacristán A, Son J, Hong C, South AM, Beaulieu-Jones BK, Loh NHW, Luo Y, Morris M, Ngiam KY, Patel LP, Samayamuthu MJ, Schriver E, Tan AL, Moore J, et al. Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19. Medrxiv : the Preprint Server For Health Sciences. PMID 33655281 DOI: 10.1101/2021.01.27.21249817 |
0.482 |
|
| 2021 |
Kohane IS, Aronow BJ, Avillach P, Beaulieu-Jones BK, Bellazzi R, Bradford RL, Brat GA, Cannataro M, Cimino JJ, García-Barrio N, Gehlenborg N, Ghassemi M, Gutiérrez-Sacristán A, Hanauer DA, Holmes JH, et al. What Every Reader Should Know About Studies Using Electronic Health Record Data but May be Afraid to Ask. Journal of Medical Internet Research. PMID 33600347 DOI: 10.2196/22219 |
0.601 |
|
| 2021 |
Klann JG, Weber GM, Estiri H, Moal B, Avillach P, Hong C, Castro V, Maulhardt T, Tan ALM, Geva A, Beaulieu-Jones BK, Malovini A, South AM, Visweswaran S, Omenn GS, et al. Validation of an Internationally Derived Patient Severity Phenotype to Support COVID-19 Analytics from Electronic Health Record Data. Journal of the American Medical Informatics Association : Jamia. PMID 33566082 DOI: 10.1093/jamia/ocab018 |
0.577 |
|
| 2021 |
Weber GM, Hong C, Palmer NP, Avillach P, Murphy SN, Gutiérrez-Sacristán A, Xia Z, Serret-Larmande A, Neuraz A, Omenn GS, Visweswaran S, Klann JG, South AM, Loh NHW, Cannataro M, ... Beaulieu-Jones BK, et al. International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study. Medrxiv : the Preprint Server For Health Sciences. PMID 33564777 DOI: 10.1101/2020.12.16.20247684 |
0.506 |
|
| 2020 |
Brat GA, Weber GM, Gehlenborg N, Avillach P, Palmer NP, Chiovato L, Cimino J, Waitman LR, Omenn GS, Malovini A, Moore JH, Beaulieu-Jones BK, Tibollo V, Murphy SN, Yi SL, et al. International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium. Npj Digital Medicine. 3: 109. PMID 32864472 DOI: 10.1038/s41746-020-00308-0 |
0.586 |
|
| 2020 |
Bush WS, Wheeler N, Beaulieu-Jones B, Darabos C. Packaging Biocomputing Software to Maximize Distribution and Reuse. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 25: 739-742. PMID 31797644 |
0.674 |
|
| 2019 |
Beaulieu-Jones BK, Wu ZS, Williams C, Lee R, Bhavnani SP, Byrd JB, Greene CS. Privacy-Preserving Generative Deep Neural Networks Support Clinical Data Sharing. Circulation. Cardiovascular Quality and Outcomes. 12: e005122. PMID 31284738 DOI: 10.1161/Circoutcomes.118.005122 |
0.659 |
|
| 2018 |
Ching T, Himmelstein DS, Beaulieu-Jones BK, Kalinin AA, Do BT, Way GP, Ferrero E, Agapow PM, Zietz M, Hoffman MM, Xie W, Rosen GL, Lengerich BJ, Israeli J, Lanchantin J, et al. Opportunities and obstacles for deep learning in biology and medicine. Journal of the Royal Society, Interface. 15. PMID 29618526 DOI: 10.1098/Rsif.2017.0387 |
0.638 |
|
| 2018 |
Beaulieu-Jones BK, Lavage DR, Snyder JW, Moore JH, Pendergrass SA, Bauer CR. Characterizing and Managing Missing Structured Data in Electronic Health Records: Data Analysis. Jmir Medical Informatics. 6: e11. PMID 29475824 DOI: 10.2196/Medinform.8960 |
0.692 |
|
| 2018 |
Beaulieu-Jones BK, Orzechowski P, Moore JH. Mapping Patient Trajectories using Longitudinal Extraction and Deep Learning in the MIMIC-III Critical Care Database. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 23: 123-132. PMID 29218875 |
0.567 |
|
| 2017 |
Beaulieu-Jones BK, Greene CS. Reproducibility of computational workflows is automated using continuous analysis. Nature Biotechnology. PMID 28288103 DOI: 10.1038/Nbt.3780 |
0.674 |
|
| 2016 |
Beaulieu-Jones BK, Moore JH. MISSING DATA IMPUTATION IN THE ELECTRONIC HEALTH RECORD USING DEEPLY LEARNED AUTOENCODERS. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 22: 207-218. PMID 27896976 |
0.615 |
|
| 2016 |
Beaulieu-Jones BK, Greene CS. Semi-Supervised Learning of the Electronic Health Record for Phenotype Stratification. Journal of Biomedical Informatics. PMID 27744022 DOI: 10.1016/J.Jbi.2016.10.007 |
0.692 |
|
| 2016 |
Beaulieu-Jones B, Greene C. Reproducible Computational Workflows with Continuous Analysis F1000research. 5. DOI: 10.7490/F1000Research.1112695.1 |
0.632 |
|
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