Francis Dutil

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Publication record
22 papers · 1,107 citations · H-index 12

PAPERS

Generalization optimizing machine learning to improve CT scan radiomics and assess immune checkpoint inhibitors’ response in non-small cell lung cancer: a multicenter cohort study
202313 citationsauthor #5
CT SCAN NORMALIZATION TO IMPROVE RADIOMICS GENERALIZABILITY AND ASSESS PROGRESSION-FREE SURVIVAL IN PATIENTS WITH ADVANCED NON-SMALL CELL LUNG CANCER TREATED WITH IMMUNE CHECKPOINT INHIBITORS: A MULTICENTRIC STUDY
20220 citationsauthor #4
Application of Homomorphic Encryption in Medical Imaging
20218 citationsauthor #1
Saliency is a Possible Red Herring When Diagnosing Poor Generalization
202145 citationsauthor #3
CMIM: Cross-Modal Information Maximization For Medical Imaging
20217 citationsauthor #2
FoCL: Feature-Oriented Continual Learning for Generative Models
202016 citationsauthor #4
Cross-Modal Information Maximization for Medical Imaging: CMIM
20206 citationsauthor #2
The TCGA Meta-Dataset Clinical Benchmark
20199 citationsauthor #5
InfoMask: Masked Variational Latent Representation to Localize Chest Disease
201944 citationsauthor #4
Underwhelming Generalization Improvements From Controlling Feature Attribution
20196 citationsauthor #3
Dual Adversarial Inference for Text-to-Image Synthesis
201939 citationsauthor #4
GradMask: Reduce Overfitting by Regularizing Saliency
201925 citationsauthor #2
Towards Gene Expression Convolutions using Gene Interaction Graphs
201834 citationsauthor #1
Towards the Latent Transcriptome
20181 citationsauthor #2
Graph Priors for Deep Neural Networks
20180 citationsauthor #1
Adversarial Generation of Natural Language
2017211 citationsauthor #3
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models
201712 citationsauthor #2
ISLES 2015 ‐ A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
2017514 citationsauthor #12
Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning
20177 citationsauthor #2
Brain Tumor Segmentation by a Generative Model with a Prior on Tumor Shape
201514 citationsauthor #18
A Convolutional Neural Network Approach to Brain Lesion Segmentation
20158 citationsauthor #1
A Convolutional Neural Network Approach to Brain Tumor Segmentation
201592 citationsauthor #2

TIMELINE

2015 114 citations

2017 744 citations

2018 35 citations

2019 123 citations

2020 22 citations

2021 60 citations

2022 0 citations

2023 13 citations

Francis Dutil

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PAPERS

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