Learning Causal Effects From Observational Data in Healthcare: A Review and Summary

por Shi, Jingpu, Norgeot, Beau
Publicado 2022

Minimizing bias in massive multi-arm observational studies with BCAUS: balancing covariates automatically using supervision

por Belthangady, Chinmay, Stedden, Will, Norgeot, Beau
Publicado 2021

Generating high-fidelity privacy-conscious synthetic patient data for causal effect estimation with multiple treatments

por Shi, Jingpu, Wang, Dong, Tesei, Gino, Norgeot, Beau
Publicado 2022

Developing the Total Health Profile, a Generalizable Unified Set of Multimorbidity Risk Scores Derived From Machine Learning for Broad Patient Populations: Retrospective Cohort Stu...

por Mahajan, Abhishaike, Deonarine, Andrew, Bernal, Axel, Lyons, Genevieve, Norgeot, Beau
Publicado 2021

Virtual transitional pain service delivered via telehealth is effective in preventing new and persistent opioid use amongst post-surgical spine patients

por Hussain, Maryam, Norgeot, Beau, Zaafran, Ahmed, Stark, Jessica, Caridi, John, Fenoy, Albert, Pivalizza, Evan
Publicado 2023

Victims of human trafficking and exploitation in the healthcare system: a retrospective study using a large multi-state dataset and ICD-10 codes

por Gutfraind, Alexander, Yagci Sokat, Kezban, Muscioni, Guido, Alahmadi, Sami, Hudlow, Jonathan, Hershow, Ronald, Norgeot, Beau
Publicado 2023

Causal deep learning reveals the comparative effectiveness of antihyperglycemic treatments in poorly controlled diabetes

por Belthangady, Chinmay, Giampanis, Stefanos, Jankovic, Ivana, Stedden, Will, Alves, Paula, Chong, Stephanie, Knott, Charlotte, Norgeot, Beau
Publicado 2022

Automatic Labeling of Special Diagnostic Mammography Views from Images and DICOM Headers

por Lituiev, Dmytro S., Trivedi, Hari, Panahiazar, Maryam, Norgeot, Beau, Seo, Youngho, Franc, Benjamin, Harnish, Roy, Kawczynski, Michael, Hadley, Dexter
Publicado 2018

Assessment of a Deep Learning Model Based on Electronic Health Record Data to Forecast Clinical Outcomes in Patients With Rheumatoid Arthritis

por Norgeot, Beau, Glicksberg, Benjamin S., Trupin, Laura, Lituiev, Dmytro, Gianfrancesco, Milena, Oskotsky, Boris, Schmajuk, Gabriela, Yazdany, Jinoos, Butte, Atul J.
Publicado 2019

Protected Health Information filter (Philter): accurately and securely de-identifying free-text clinical notes

por Norgeot, Beau, Muenzen, Kathleen, Peterson, Thomas A., Fan, Xuancheng, Glicksberg, Benjamin S., Schenk, Gundolf, Rutenberg, Eugenia, Oskotsky, Boris, Sirota, Marina, Yazdany, Jinoos, Schmajuk, Gabriela, Ludwig, Dana, Goldstein, Theodore, Butte, Atul J.
Publicado 2020