Khaled El-Emam

23PUBLICATIONS
75CO-AUTHORS
Semi- and unsupervised learningDeep learningAdolescent healthModelling and simulationSpeech production
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Publications (23)

|Jun 15, 2026
An Evaluation of Pretrained Generative Models for Augmenting Small Health Data: Comparative Modeling Study.

|Apr 14, 2026
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study.

Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless

|Oct 13, 2025
Applying Machine Learning to Predict Complex Clinical Course in Youth With Eating Disorders.

Stephanie Ryall, Abigail Bradley, Khaled El Emam

|Oct 10, 2025
Should we synthesize more than we need: impact of synthetic data generation for high-dimensional cross-sectional medical data.

Lisa Pilgram, Samer El Kababji, Dan Liu

|Aug 18, 2025
Magnitude and Impact of Hallucinations in Tabular Synthetic Health Data on Prognostic Machine Learning Models: Validation Study.

Lisa Pilgram, Samer El Kababji, Dan Liu

|Apr 22, 2025
TRANSCENDENT (Transforming Research by Assessing Neuroinformatics across the Spectrum of Concussion by Embedding iNterdisciplinary Data-collection to Enable Novel Treatments): protocol for a prospective observational cohort study of concussion patients with embedded comparative effectiveness research within a network of learning health system concussion clinics in Canada.

Roger Zemek, Lisa M Albrecht, Sharon Johnston

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Frequent Collaborators

5 joint publications

Lucy Mosquera

4 joint publications

Lisa Pilgram

4 joint publications

Marie-France Savard

4 joint publications

Samer El Kababji