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Frontiers in Medicine
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July 25, 2022
Learning Causal Effects From Observational Data in Healthcare: A Review and Summary
Jingpu Shi, Beau Norgeot
BMC Medical Research Methodology
|
September 21, 2021
Minimizing bias in massive multi-arm observational studies with BCAUS: balancing covariates automatically using supervision
Chinmay Belthangady, Will Stedden, Beau Norgeot
Nature Medicine
|
January 9, 2019
A call for deep-learning healthcare
Beau Norgeot, Benjamin S Glicksberg, Atul J Butte
Journal of Biomedical Informatics
|
March 20, 2023
Learning end-to-end patient representations through self-supervised covariate balancing for causal treatment effect estimation
Gino Tesei, Stefanos Giampanis, Jingpu Shi, et al.
Frontiers in Artificial Intelligence
|
October 3, 2022
Generating high-fidelity privacy-conscious synthetic patient data for causal effect estimation with multiple treatments
Jingpu Shi, Dong Wang, Gino Tesei, et al.
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science
|
August 30, 2021
MAgEC: Using Non-Homogeneous Ensemble Consensus for Predicting Drivers in Unexpected Mechanical Ventilation
Stefanos Giampanis, Abhishaike Mahajan, Theodore Goldstein, et al.
Journal of Medical Internet Research
|
November 29, 2021
Developing the Total Health Profile, a Generalizable Unified Set of Multimorbidity Risk Scores Derived From Machine Learning for Broad Patient Populations: Retrospective Cohort Study
Abhishaike Mahajan, Andrew Deonarine, Axel Bernal, et al.
Medrxiv : the Preprint Server for Health Sciences
|
August 30, 2023
Virtual transitional pain service delivered via telehealth is effective in preventing new and persistent opioid use amongst post-surgical spine patients
Maryam Hussain, Beau Norgeot, Ahmed Zaafran, et al.
Nature Medicine
|
July 4, 2024
Harnessing EHR data for health research
Alice S Tang, Sarah R Woldemariam, Silvia Miramontes, et al.
Frontiers in Public Health
|
October 16, 2023
Victims of human trafficking and exploitation in the healthcare system: a retrospective study using a large multi-state dataset and ICD-10 codes
Alexander Gutfraind, Kezban Yagci Sokat, Guido Muscioni, et al.
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Search research articles
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Showing results (1-10 of 17) with videos related to
Sort By:
Page
of 2
Frontiers in Medicine
|
July 25, 2022
Learning Causal Effects From Observational Data in Healthcare: A Review and Summary
Jingpu Shi, Beau Norgeot
BMC Medical Research Methodology
|
September 21, 2021
Minimizing bias in massive multi-arm observational studies with BCAUS: balancing covariates automatically using supervision
Chinmay Belthangady, Will Stedden, Beau Norgeot
Nature Medicine
|
January 9, 2019
A call for deep-learning healthcare
Beau Norgeot, Benjamin S Glicksberg, Atul J Butte
Journal of Biomedical Informatics
|
March 20, 2023
Learning end-to-end patient representations through self-supervised covariate balancing for causal treatment effect estimation
Gino Tesei, Stefanos Giampanis, Jingpu Shi, et al.
Frontiers in Artificial Intelligence
|
October 3, 2022
Generating high-fidelity privacy-conscious synthetic patient data for causal effect estimation with multiple treatments
Jingpu Shi, Dong Wang, Gino Tesei, et al.
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science
|
August 30, 2021
MAgEC: Using Non-Homogeneous Ensemble Consensus for Predicting Drivers in Unexpected Mechanical Ventilation
Stefanos Giampanis, Abhishaike Mahajan, Theodore Goldstein, et al.
Journal of Medical Internet Research
|
November 29, 2021
Developing the Total Health Profile, a Generalizable Unified Set of Multimorbidity Risk Scores Derived From Machine Learning for Broad Patient Populations: Retrospective Cohort Study
Abhishaike Mahajan, Andrew Deonarine, Axel Bernal, et al.
Medrxiv : the Preprint Server for Health Sciences
|
August 30, 2023
Virtual transitional pain service delivered via telehealth is effective in preventing new and persistent opioid use amongst post-surgical spine patients
Maryam Hussain, Beau Norgeot, Ahmed Zaafran, et al.
Nature Medicine
|
July 4, 2024
Harnessing EHR data for health research
Alice S Tang, Sarah R Woldemariam, Silvia Miramontes, et al.
Frontiers in Public Health
|
October 16, 2023
Victims of human trafficking and exploitation in the healthcare system: a retrospective study using a large multi-state dataset and ICD-10 codes
Alexander Gutfraind, Kezban Yagci Sokat, Guido Muscioni, et al.
Page
of 2