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Electronic medical records  
PLOS Digital Health  
Step-by-step causal analysis of EHRs to ground decision-making

Matthieu Doutreligne, Tristan Struja, Judith Abecassis, Claire Morgand, Leo Anthony Celi, Gaël Varoquaux

Research Article | published 03 Feb 2025 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000721

Views: 713Citations: 0Saves: 4 • Shares: 1

Predicting the onset of chronic kidney disease (CKD) for diabetic patients with aggregated longitudinal EMR data

Neda Aminnejad, Michelle Greiver, Huaxiong Huang

Research Article | published 22 Jan 2025 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000700

Views: 467Citations: 0Saves: 0 • Shares: 0

Study protocol for a multi-center stepped-wedge cluster randomized trial to explore the usability and outcomes among young people living with HIV in Kiambu and Kirinyaga counties of Kenya, using an online health portal

Eric Nturibi, Jared Mecha, Elizabeth Kubo, Albert Orwa, Florence Kaara, Faith Musau, Christine Wamuyu, Justus Kilonzi, Randeep Gill, Sanne Roels

Research Article | published 17 Jan 2025 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000380

Views: 587Citations: 0Saves: 0 • Shares: 0

A scoping review of the electronic collection and capture of patient reported outcome measures for children and young people in the hospital setting

Anne Alarilla, Neil J. Sebire, Josh Keith, Mario Cortina-Borja, Jo Wray, Gwyneth Davies

Research Article | published 06 Jan 2025 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000704

Views: 512Citations: 0Saves: 3 • Shares: 2

CPLLM: Clinical prediction with large language models

Ofir Ben Shoham, Nadav Rappoport

Research Article | published 06 Dec 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000680

Views: 1585Citations: 7Saves: 0 • Shares: 0

A transparent and standardized performance measurement platform is needed for on-prescription digital health apps to enable ongoing performance monitoring

Cindy Welzel, Stefanie Brückner, Celia Brightwell, Matthew Fenech, Stephen Gilbert

Review | published 15 Nov 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000656

Views: 811Citations: 1Saves: 0 • Shares: 0

Leveraging explainable artificial intelligence for early prediction of bloodstream infections using historical electronic health records

Rajeev Bopche, Lise Tuset Gustad, Jan Egil Afset, Birgitta Ehrnström, Jan Kristian Damås, Øystein Nytrø

Research Article | published 14 Nov 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000506

Views: 2506Citations: 0Saves: 6 • Shares: 2

Bias in medical AI: Implications for clinical decision-making

James L. Cross, Michael A. Choma, John A. Onofrey

Review | published 07 Nov 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000651

Views: 5281Citations: 16Saves: 71 • Shares: 2

Conceptualizing bias in EHR data: A case study in performance disparities by demographic subgroups for a pediatric obesity incidence classifier

Elizabeth A. Campbell, Saurav Bose, Aaron J. Masino

Research Article | published 23 Oct 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000642

Views: 689Citations: 1Saves: 0 • Shares: 0

Learning and diSentangling patient static information from time-series Electronic hEalth Records (STEER)

Wei Liao, Joel Voldman

Research Article | published 21 Oct 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000640

Views: 520Citations: 0Saves: 0 • Shares: 0

Using interpretable machine learning to predict bloodstream infection and antimicrobial resistance in patients admitted to ICU: Early alert predictors based on EHR data to guide antimicrobial stewardship

Davide Ferrari, Pietro Arina, Jonathan Edgeworth, Vasa Curcin, Veronica Guidetti, Federica Mandreoli, Yanzhong Wang

Research Article | published 16 Oct 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000641

Views: 1781Citations: 2Saves: 10 • Shares: 6

Unsupervised clustering of longitudinal clinical measurements in electronic health records

Arshiya Mariam, Hamed Javidi, Emily C. Zabor, Ran Zhao, Tomas Radivoyevitch, Daniel M. Rotroff

Research Article | published 15 Oct 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000628

Views: 762Citations: 0Saves: 0 • Shares: 0

Aspiring to clinical significance: Insights from developing and evaluating a machine learning model to predict emergency department return visit admissions

Yiye Zhang, Yufang Huang, Anthony Rosen, Lynn G. Jiang, Matthew McCarty, Arindam RoyChoudhury, Jin Ho Han, Adam Wright, Jessica S. Ancker, Peter AD Steel

Research Article | published 27 Sep 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000606

Views: 847Citations: 1Saves: 0 • Shares: 0

Impact of electronic medical records on healthcare delivery in Nigeria: A review

Sarah Oreoluwa Olukorode, Oluwakorede Joshua Adedeji, Adetayo Adetokun, Ajibola Ibraheem Abioye

Research Article | published 13 Sep 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000420

Views: 2351Citations: 0Saves: 0 • Shares: 0

Artificial intelligence and social accountability in the Canadian health care landscape: A rapid literature review

Alex Anawati, Holly Fleming, Megan Mertz, Jillian Bertrand, Jennifer Dumond, Sophia Myles, Joseph Leblanc, Brian Ross, Daniel Lamoureux, Div Patel, Renald Carrier, Erin Cameron

Review | published 12 Sep 2024 PLOS Digital Health

https://doi.org/10.1371/journal.pdig.0000597

Views: 1712Citations: 0Saves: 1 • Shares: 9

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