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Guillaume Lemaître
Guillaume Lemaître
scikit-learn @ foundation Inria
Dirección de correo verificada de inria.fr - Página principal
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Año
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
17782017
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
2662015
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
197*2021
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
1292020
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
902017
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
812016
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
542017
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
472020
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
472017
Association between FIASMAs and Reduced Risk of Intubation or Death in Individuals Hospitalized for Severe COVID‐19: an observational multicenter study
N Hoertel, M Sánchez‐Rico, E Gulbins, J Kornhuber, A Carpinteiro, ...
Clinical Pharmacology & Therapeutics 110 (6), 1498-1511, 2021
462021
Obesity Doubles Mortality in Patients Hospitalized for Severe Acute Respiratory Syndrome Coronavirus 2 in Paris Hospitals, France: A Cohort Study on 5,795 Patients
S Czernichow, N Beeker, C Rives‐Lange, E Guerot, JL Diehl, S Katsahian, ...
Obesity 28 (12), 2282-2289, 2020
462020
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 Meyer, M Bernaux, A Gramfort, ...
MedRxiv, 2020
402020
Observational study of haloperidol in hospitalized patients with COVID-19
N Hoertel, M Sánchez-Rico, R Vernet, AS Jannot, A Neuraz, C Blanco, ...
PloS one 16 (2), e0247122, 2021
372021
Observational Study of Chlorpromazine in Hospitalized Patients with Covid-19
N Hoertel, M Sánchez-Rico, R Vernet, AS Jannot, A Neuraz, C Blanco, ...
Clinical drug investigation, 1-13, 2021
332021
External validation of prognostic scores for COVID-19: a multicenter cohort study of patients hospitalized in Greater Paris University Hospitals
Y Lombardi, L Azoyan, P Szychowiak, A Bellamine, G Lemaitre, ...
Intensive care medicine 47 (12), 1426-1439, 2021
312021
Classification of melanoma lesions using sparse coded features and random forests
M Rastgoo, G Lemaître, O Morel, J Massich, R Garcia, F Mériaudeau, ...
Medical Imaging 2016: Computer-Aided Diagnosis 9785, 73-81, 2016
292016
Classification of SD-OCT volumes with LBP: application to DME detection
G Lemaître, M Rastgoo, J Massich, S Sankar, F Mériaudeau, D Sidibé
Ophthalmic Medical Image Analysis International Workshop 2 (2015), 2015
292015
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
262016
Dexamethasone use and mortality in hospitalized patients with coronavirus disease 2019: a multicentre retrospective observational study
N Hoertel, M Sánchez‐Rico, R Vernet, N Beeker, A Neuraz, JM Alvarado, ...
British journal of clinical pharmacology 87 (10), 3766-3775, 2021
232021
Tackling the problem of data imbalancing for melanoma classification
M Rastgoo, G Lemaitre, J Massich i Vall, O Morel, F Marzani, ...
232016
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