Guillaume Lemaître
Guillaume Lemaître
scikit-learn @ foundation Inria
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
Imbalanced-learn: A python toolbox to tackle the curse of imbalanced datasets in machine learning
G Lemaıtre, F Nogueira, CK Aridas
Journal of Machine Learning Research 18, 1-5, 2017
8352017
Computer-Aided Detection and Diagnosis for prostate cancer based on mono and multi-parametric MRI: A Review
G Lemaitre, R Marti, J Freixenet, JC Vilanova, PM Walker, F Meriaudeau
Computers in Biology and Medicine, 2015
1772015
Machine learning techniques for diabetic macular edema (DME) classification on SD-OCT images
K Alsaih, G Lemaitre, M Rastgoo, J Massich, D Sidibé, F Meriaudeau
BioMedical Engineering OnLine 16 (1), 68, 2017
522017
Classification of SD-OCT volumes using local binary patterns: Experimental Validation for DME detection
G Lemaître, M Rastgoo, J Massich, CY Cheung, TY Wong, E Lamoureux, ...
Journal of Ophthalmology 2016, 2016
412016
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium
GA Brat, GM Weber, N Gehlenborg, P Avillach, NP Palmer, L Chiovato, ...
Npj Digital Medicine 3 (1), 1-9, 2020
362020
An anomaly detection approach for the identification of DME patients using spectral domain optical coherence tomography images
D Sidibe, S Sankar, G Lemaitre, M Rastgoo, J Massich, CY Cheung, ...
Computer methods and programs in biomedicine 139, 109-117, 2017
322017
Hydroxychloroquine with or without azithromycin and in-hospital mortality or discharge in patients hospitalized for COVID-19 infection: a cohort study of 4,642 in-patients in …
E Sbidian, J Josse, G Lemaitre, I Mayer, M Bernaux, A Gramfort, ...
medRxiv, 2020
222020
Tackling the problem of data imbalancing for melanoma classification
M Rastgoo, G Lemaitre, J Massich i Vall, O Morel, F Marzani, ...
202016
Computer-aided diagnosis for prostate cancer using multi-parametric magnetic resonance imaging
G Lemaitre
Universitat de Girona. Escola Politècnica Superior, 2016
182016
Classification of SD-OCT volumes with multi pyramids, LBP and HOG descriptors: application to DME detections
K Alsaih, G Lemaître, JM Vall, M Rastgoo, D Sidibé, TY Wong, ...
38th IEEE Engineering in Medicine and Biology Society (EMBC), 2016
182016
Computer-aided detection for prostate cancer detection based on multi-parametric magnetic resonance imaging
G Lemaitre, R Martí, M Rastgoo, F Mériaudeau
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
172017
Classification of SD-OCT volumes with LBP: application to DME detection
G Lemaitre, M Rastgoo, J Massich, S Sankar, F Mériaudeau, D Sidibé
University of Iowa, 2015
172015
Classification of melanoma lesions using sparse coded features and random forests
M Rastgoo, G Lemaître, O Morel, J Massich, R Garcia, F Meriaudeau, ...
Medical Imaging 2016: Computer-Aided Diagnosis 9785, 97850C, 2016
162016
Association between antidepressant use and reduced risk of intubation or death in hospitalized patients with COVID-19: results from an observational study
N Hoertel, M Sánchez-Rico, R Vernet, N Beeker, AS Jannot, A Neuraz, ...
Molecular psychiatry, 1-14, 2021
15*2021
Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers
DA Engemann, O Kozynets, D Sabbagh, G Lemaître, G Varoquaux, ...
eLife 9, e54055, 2020
122020
Normalization of T2W-MRI prostate images using Rician a priori
G Lemaitre, M Rastgoo, J Massich, J Vilanova, P Walker, J Freixenet, ...
SPIE Medical Imaging, 2016
112016
Video-based depression detection using local Curvelet binary patterns in pairwise orthogonal planes
A Pampouchidou, K Marias, M Tsiknakis, P Simos, F Yang, G Lemaître, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
102016
Nondestructive testing based on scanning-from-heating approach: application to nonthrough defect detection and fiber orientation assessment
M Belkacemi, C Stolz, A Mathieu, G Lemaitre, J Massich, O Aubreton
Journal of Electronic Imaging 24 (6), 061112, 2015
102015
Nondestructive testing based on scanning-from-heating approach: application to nonthrough defect detection and fiber orientation assessment
M Belkacemi, C Stolz, A Mathieu, G Lemaitre, J Massich, O Aubreton
Journal of Electronic Imaging 24 (6), 061112, 2015
102015
Classifying DME vs normal SD-OCT volumes: a review
J Massich, M Rastgoo, G Lemaître, CY Cheung, TY Wong, D Sidibé, ...
2016 23rd International Conference on Pattern Recognition (ICPR), 1297-1302, 2016
92016
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Articles 1–20