Lisa Pilgram

10PUBLICATIONS
90CO-AUTHORS
Semi- and unsupervised learningDeep learningData security and protectionModelling and simulationSpeech production
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (10)

|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

|Nov 10, 2025
An assessment of synthetic data generation, use and disclosure under Canadian privacy regulations.

Lisa Pilgram, Anita Fineberg, Elizabeth Jonker

|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 24, 2024
The Costs of Anonymization: Case Study Using Clinical Data.

Lisa Pilgram, Thierry Meurers, Bradley Malin

Pageof 2

Frequent Collaborators

4 joint publications

Khaled El Emam

2 joint publications

Carolin Jakob

2 joint publications

Martin Hower

2 joint publications

Melanie Stecher