Abraham, Joanna

TELE-TOC Telehealth Education Leveraging Electronic Transitions of Care for COPD Patients

Project Name

The foundational capabilities of large language models in predicting postoperative risks using clinical notes.

Citation

Alba C, Xue B, Abraham J, Kannampallil T, Lu C. The foundational capabilities of large language models in predicting postoperative risks using clinical notes. NPJ Digit Med. 2025 Feb 11;8(1):95. doi: 10.1038/s41746-025-01489-2. PMID: 39934379; PMCID: PMC11814325.

Principal Investigator

Project Name

EnhanCed HandOffs (ECHO)

Determining if COPD self-management televisit-based interventions are evaluated among and equitably effective across diverse patient populations to reduce acute care use: A scoping review.

Citation

Akula M, Nguyen M, Abraham J, Arora VM, Oladosu F, Sunderrajan A, Traeger L, Press VG. Determining if COPD self-management televisit-based interventions are evaluated among and equitably effective across diverse patient populations to reduce acute care use: A scoping review. Chest. 2024 Dec;166(6):1371-1393. doi: 10.1016/j.chest.2024.06.3799. Epub 2024 Jul 11. PMID: 39002815.

Principal Investigator

TELE-TOC Telehealth Education Leveraging Electronic Transitions of Care for COPD Patients

Project Name

Risk factors for hospital readmission in patients with interstitial lung disease.

Citation

Lee CT, Selvan K, Adegunsoye A, Strykowski RK, Parker WF, Dignam JJ, Lauderdale DS, Strek ME, Press VG. Risk factors for hospital readmission in patients with interstitial lung disease. Respir Care. 2024 Apr 22;69(5):586-594. doi: 10.4187/respcare.11459. PMID: 38199762; PMCID: PMC11147622.

Principal Investigator

TELE-TOC Telehealth Education Leveraging Electronic Transitions of Care for COPD Patients

Project Name

Machine learning-augmented interventions in perioperative care: A systematic review and meta-analysis.

Citation

Mehta D, Gonzalez XT, Huang G, Abraham J. Machine learning-augmented interventions in perioperative care: A systematic review and meta-analysis. Br J Anaesth. 2024 Dec;133(6):1159-1172. doi: 10.1016/j.bja.2024.08.007. Epub 2024 Sep 24. PMID: 39322472.

Principal Investigator

Project Name

EnhanCed HandOffs (ECHO)

Description

This research will develop and evaluate a machine learning-augmented and telemedicine-augmented sociotechnical intervention for postoperative handoffs to reduce the risks of patient complications and improve patient-centered care.

Grant Number

R01 HS029324

Principal Investigator(s)

Risk factors associated with medication ordering errors.

Citation

Abraham J, Galanter WL, Touchette D, Xia Y, Holzer KJ, Leung V, Kannampallil T. Risk factors associated with medication ordering errors. J Am Med Inform Assoc. 2021 Jan 15;28(1):86-94. doi: 10.1093/jamia/ocaa264. PMID: 33221852; PMCID: PMC7810458.

Principal Investigator

An Etiology for Medication Ordering Errors in Computerized Provider Order Entry Systems

Project Name

Predicting self-intercepted medication ordering errors using machine learning.

Citation

King CR, Abraham J, Fritz BA, Cui Z, Galanter W, Chen Y, Kannampallil T. Predicting self-intercepted medication ordering errors using machine learning. PLoS One. 2021 Jul 14;16(7):e0254358. doi: 10.1371/journal.pone.0254358. PMID: 34260662; PMCID: PMC8279397.

Principal Investigator

An Etiology for Medication Ordering Errors in Computerized Provider Order Entry Systems

Project Name

TELE-TOC Telehealth Education Leveraging Electronic Transitions of Care for COPD Patients

Description

This research will study the effectiveness of a virtual in-home program designed to reduce hospital readmissions among COPD patients post-hospitalization.

Grant Number

R01 HS027804

Principal Investigator(s)

An Etiology for Medication Ordering Errors in Computerized Provider Order Entry Systems - Final Report

Citation

Abraham J. An Etiology for Medication Ordering Errors in Computerized Provider Order Entry Systems - Final Report. (Prepared by the University of Illinois at Chicago under Grant No. R21 HS025443). Rockville, MD: Agency for Healthcare Research and Quality, 2020.

Principal Investigator