An Ontology Driven and Bayesian Network Based Cardiovascular Decision Support Framework. - Kamran Farooq; Amir Hussain 001; Stephen Leslie; Chris Eckl; Calum A. MacRae; Warner V. Slack (BICS, 2012)

Semantically Inspired Electronic Healthcare Records. - Kamran Farooq; Amir Hussain 001; Stephen Leslie; Chris Eckl; Calum A. MacRae; Warner V. Slack (BICS, 2012)

A Novel Clinical Expert System for Chest Pain Risk Assessment. - Kamran Farooq; Amir Hussain 001; Hicham Atassi; Stephen Leslie; Chris Eckl; Calum A. MacRae; Warner V. Slack (BICS, 2013)

Efficient clinical decision making by learning from missing clinical data. - Kamran Farooq; Peipei Yang; Amir Hussain 001; Kaizhu Huang; Calum A. MacRae; Chris Eckl; Warner V. Slack (CICARE, 2013)

A novel cardiovascular decision support framework for effective clinical risk assessment. - Kamran Farooq; Jan Karasek; Hicham Atassi; Amir Hussain 001; Peipei Yang; Calum A. MacRae; Mufti Mahmud; Bin Luo 001; Warner V. Slack (CICARE, 2014)

Extraction of Ejection Fraction from Echocardiography Notes for Constructing a Cohort of Patients having Heart Failure with reduced Ejection Fraction (HFrEF). - Kavishwar B. Wagholikar; Christina M. Fischer; Alyssa P. Goodson; Christopher D. Herrick; Martin Rees; Eloy Toscano; Calum A. MacRae; Benjamin M. Scirica; Akshay S. Desai; Shawn N. Murphy (J. Medical Syst., 2018)

Dynamic Phenotyping to facilitate Accrual for Prospective Clinical studies: A Case Study in Heart Failure. - Kavishwar B. Wagholikar; Christina M. Fischer; Alyssa P. Goodson; Christopher Herrick; Taylor Maclean; Katelyn Smith; Liliana Fera; Thomas Gaziano; Jacqueline Dunning; Joshua Bosque-Hamilton; Lina Matta; Eloy Toscano; et al. (AMIA, 2019)

NoteContrast: Contrastive Language-Diagnostic Pretraining for Medical Text. - Prajwal Kailas; Max Homilius; Rahul C. Deo; Calum A. MacRae (ML4H@NeurIPS, 2023)

Pulse oximetry values from 33,080 participants in the Apple Heart & Movement Study. - Ian Shapiro; Jeff Stein; Calum A. MacRae; Michael O'Reilly (npj Digit. Medicine, 2023)

Towards Precision Cardiovascular Analysis in Zebrafish: The ZACAF Paradigm. - Amir Mohammad Naderi; Jennifer G. Casey; Mao-Hsiang Huang; Rachelle Victorio; David Y. Chiang; Calum A. MacRae; Hung Cao; Vandana A. Gupta (CoRR, 2024)

Understanding activity and physiology at scale: The Apple Heart & Movement Study. - James Truslow; Angela Spillane; Huiming Lin; Katherine Cyr; Adeeti Ullal; Edith Arnold; Ron Huang; Laura Rhodes; Jennifer Block; Jamie Stark; James Kretlow; Alexis L. Beatty; et al. (npj Digit. Medicine, 2024)

Enriched phenotypes in rare variant carriers suggest pathogenic mechanisms in rare disease patients. - Lane Fitzsimmons; Maria T. Acosta; David R. Adams; Ben Afzali; Ali Al-Beshri; Eric Allenspach; Aimee Allworth; Raquel L. Alvarez; Justin Alvey; Ashley Andrews; Euan A. Ashley; Carlos A. Bacino; et al. (BioData Min., 2025)