Joanna Abraham

16PUBLICATIONS
15CO-AUTHORS
Context learningMedical genetics (excl. cancer genetics)Deep learningSemi- and unsupervised learningClinical social work practice
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Publications (16)

|Sep 24, 2026
A real-time machine learning framework for improved intraoperative risk predictions in cardiac surgery patients.

|Apr 01, 2026
A systematic methodological review of best practices, pitfalls, and opportunities in mixed methods research in applied clinical informatics.

Oliver T Nguyen, Arsalan Ahmad, Michelle Doering

|Dec 28, 2024
A novel generative multi-task representation learning approach for predicting postoperative complications in cardiac surgery patients.

Junbo Shen, Bing Xue, Thomas Kannampallil

|Oct 14, 2024
Just another tool in their repertoire: uncovering insights into public and patient perspectives on clinicians' use of machine learning in perioperative care.

Xiomara T Gonzalez, Karen Steger-May, Joanna Abraham

|Jul 31, 2024
Effect of standardized EHR-integrated handoff report on intraoperative communication outcomes.

Joanna Abraham, Christopher R King, Lavanya Pedamallu

|Mar 20, 2023
Potential uses of AI for perioperative nursing handoffs: a qualitative study.

Christopher Ryan King, Ayanna Shambe, Joanna Abraham

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Frequent Collaborators

7 joint publications

Thomas Kannampallil

2 joint publications

Christopher Ryan King

1 joint publications

Vimla L Patel

1 joint publications

Bela Patel