Concepedia

Isabelle Lajoie

IL

Statistics

Publications

2

Citations

5K

H-Index

2

Active since

2010

Affiliations

Douglas Mental Health University Institute(Current)

Isabelle Lajoie is an author at Douglas Mental Health University Institute specializing in machine vision, data augmentation, and computer vision.

Top concepts

EngineeringData ScienceNeuroscienceDeep LearningImage AnalysisMachine VisionComputer VisionComputer ScienceMachine LearningData Augmentation

Publications per year

2010–2025

2

Publications

2

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

Pascal Vincent, Hugo Larochelle, Isabelle Lajoie et al. · 2010 · 5K citations

Convolutional Neural Network, Engineering, Machine Learning +18

Regional Cerebral Atrophy Contributes to Personalized Survival Prediction in Amyotrophic Lateral Sclerosis: A Multicentre, Machine Learning, Deformation‐Based Morphometry Study

Isabelle Lajoie, Sanjay Kalra, Mahsa Dadar · Annals of Neurology · 2025 · 12 citations · Full text

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