Optimising Classifiers for the Detection of Physiological Deterioration in Patient Vital-sign Data. - Sara Khalid; David A. Clifton; Lei A. Clifton; Lionel Tarassenko (BIOSIGNALS, 2011)

A Two-Class Approach to the Detection of Physiological Deterioration in Patient Vital Signs, With Clinical Label Refinement. - Sara Khalid; David A. Clifton; Lei A. Clifton; Lionel Tarassenko (IEEE Trans. Inf. Technol. Biomed., 2012)

A Bayesian Patient-Based Model for Detecting Deterioration in Vital Signs Using Manual Observations. - Sara Khalid; David A. Clifton; Lionel Tarassenko (FHIES, 2013)

A 5.2nV/√Hz noise density third-order FDNR filter for DVB-H mobile-TV receiver. - Soliman A. Mahmoud; Aisha Abdallah; Sara Khalid (ICECS, 2013)

An Unsupervised Learning Model for Pattern Recognition in Routinely Collected Healthcare Data. - Sara Khalid; Andrew Judge; Rafael Pinedo-Villanueva (HEALTHINF, 2018)

Cluster Analysis to Detect Patterns of Drug Use from Routinely Collected Medical Data. - Sara Khalid; M. Sanni Ali; Daniel Prieto-Alhambra (CBMS, 2018)

A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data. - Sara Khalid; Cynthia Yang; Clair Blacketer; Talita Duarte-Salles; Sergio Fernández-Bertolín; Chungsoo Kim; Rae Woong Park; Jimyung Park; Martijn J. Schuemie; Anthony G. Sena; Marc A. Suchard; Seng Chan You; et al. (Comput. Methods Programs Biomed., 2021)

Unsupervised Learning to Understand Patterns of Comorbidity in 633, 330 Patients Diagnosed with Osteoarthritis. - Marta Pineda-Moncusi; Victoria Y. Strauss; Danielle E. Robinson; Daniel Prieto-Alhambra; Sara Khalid (BIOINFORMATICS, 2022)

Machine Learning for Risk Factor Identification and Cardiovascular Mortality Prediction Among Patients with Osteoporosis. - Seyed Alireza Hasheminasab; Daniel Prieto-Alhambra; Marta Pineda-Moncusi; Sara Khalid (EMBC, 2023)

Mitigating climate and health impact of small-scale kiln industry using multi-spectral classifier and deep learning. - Usman Nazir; Murtaza Taj; Momin Uppal; Sara Khalid (CoRR, 2023)

Integrating real-world data from Brazil and Pakistan into the OMOP common data model and standardized health analytics framework to characterize COVID-19 in the Global South. - Elzo Pereira Pinto Junior; Priscilla Normando; Renzo Flores-Ortiz; Muhammad Usman Afzal; Muhammad Asaad Jamil; Sergio Fernández-Bertolín; Vinícius de Araújo Oliveira; Valentina Martufi; Fernanda de Sousa; Amir Bashir; Edward Burn; Maria Yury Ichihara; et al. (J. Am. Medical Informatics Assoc., 2023)

A Robust Intelligent System for Text-Based Traffic Signs Detection and Recognition in Challenging Weather Conditions. - Sara Khalid; Jamal Hussain Shah; Muhammad Sharif 001; Fadl Dahan; Rabia Saleem; Anum Masood (IEEE Access, 2024)

Advancing oncology with federated learning: transcending boundaries in breast, lung, and prostate cancer. A systematic review. - Anshu Ankolekar; Sebastian Boie; Maryam Abdollahyan; Emanuela Gadaleta; Seyed Alireza Hasheminasab; Guang Yang 006; Charles Beauville; Nikolaos Dikaios; George A. Kastis; Michael Bussmann; Sara Khalid; Hagen Kruger; et al. (CoRR, 2024)

Is Fine-Tuning Useful in EHR-Based Prediction Models? a Use Case on Mortality Prediction with Longitudinal Data from Spanish (SIDIAP) and UK (CPRD) Populations Aged Over 65 Years. - Lucia A. Carrasco-Ribelles; Margarita Cabrera-Bean; Albert Prats-Uribe; Sara Khalid; Concepción Violán (CBMS, 2025)

Advancing breast, lung and prostate cancer research with federated learning. A systematic review. - Anshu Ankolekar; Sebastian Boie; Maryam Abdollahyan; Emanuela Gadaleta; Seyed Alireza Hasheminasab; Guang Yang 006; Charles Beauville; Nikolaos Dikaios; George A. Kastis; Michael Bussmann; Claude Chelala; Sara Khalid; et al. (npj Digit. Medicine, 2025)

Critical Appraisal of Fairness Metrics in Clinical Predictive AI. - João Matos; Ben Van Calster; Leo Anthony Celi; Paula Dhiman; Judy Wawira Gichoya; Richard D. Riley; Chris Russell 001; Sara Khalid; Gary S. Collins (CoRR, 2025)

Development of Attention-based Prediction Models for All-cause Mortality, Home Care Need, and Nursing Home Admission in Ageing Adults in Spain Using Longitudinal Electronic Health Record Data. - Lucia A. Carrasco-Ribelles; Margarita Cabrera-Bean; Sara Khalid; Albert Roso-Llorach; Concepción Violán (J. Medical Syst., 2025)