Quantitative fMRI assessment of the differences in lateralization of language-related brain activation in patients with temporal lobe epilepsy, Neuroimage, vol.18, issue.2, pp.13-20, 2003. ,
Memory and language impairments and their relationships to hippocampal and perirhinal cortex damage in patients with medial temporal lobe epilepsy, Epilepsy Behav, vol.8, issue.3, pp.593-600, 2006. ,
Brain plasticity for verbal and visual memories in patients with mesial temporal lobe epilepsy and hippocampal sclerosis : an fMRI study, Hum. Brain Mapp, vol.34, issue.1, pp.186-199, 2013. ,
What do patients with epilepsy tell us about language dynamics? A review of fMRI studies, Rev. Neurosci, vol.26, issue.3, pp.323-341, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01413836
The interictal language profile in adult epilepsy, Epilepsia, vol.55, issue.10, pp.1512-1525, 2014. ,
The neurobiology of cognitive disorders in temporal lobe epilepsy, Nat. Rev. Neurol, vol.7, p.154, 2011. ,
New concepts in classification of the epilepsies : entering the 21st century, Epilepsia, vol.52, issue.6, pp.1058-1062, 2011. ,
Structural connectivity differences in left and right temporal lobe epilepsy, Neuroimage, vol.100, pp.135-144, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01098831
Social cognition in temporal lobe epilepsy : a systematic review and meta-analysis, Epilepsy Behav, vol.60, pp.50-57, 2016. ,
Neuropsychologie des ? epilepsies de l'adulte : Approche clinique et pratique, 2018. ,
Altered functional connectivity in mesial temporal lobe epilepsy, Epilepsy Res, vol.137, pp.45-52, 2017. ,
Cross-trial prediction of treatment outcome in depression : a machine learning approach, The Lancet Psychiatry, vol.3, issue.3, pp.243-250, 2016. ,
XGBoost : a scalable tree boosting system, Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp.785-794, 2016. ,
Computer-automated focus lateralization of temporal lobe epilepsy using fMRI, J. Magn. Reson. Imag, vol.41, issue.6, pp.1689-1694, 2015. ,
Support-vector networks, Mach. Learn, vol.20, issue.3, pp.273-297, 1995. ,
Hemispheric predominance assessment of phonology and semantics : a divided visual field experiment, Brain Cognit, vol.61, issue.3, pp.298-304, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-00169565
Test de d? enomination orale d'images : DO 80, 1997. ,
The new approach to classification of focal epilepsies : epileptic discharge and disconnectivity in relation to cognition, Epilepsy Behav.: E&B, vol.64, pp.322-328, 2016. ,
MR-based neurological disease classification methodology : application to lateralization of seizure focus in temporal lobe epilepsy, Neuroimage, vol.29, issue.2, pp.557-566, 2006. ,
The hippocampus and the flexible use and processing of language, Front. Hum. Neurosci, vol.6, 2012. ,
Bilateral hemispheric alteration of memory processes in right medial temporal lobe epilepsy, J. Neurol. Neurosurg. Psychiatr, vol.73, issue.5, pp.478-485, 2002. ,
URL : https://hal.archives-ouvertes.fr/hal-00349705
What is machine learning?, Machine Learning in Radiation Oncology : Theory and Applications, pp.3-11, 2015. ,
Chronic epilepsy and cognition, Lancet Neurol, vol.3, issue.11, pp.906-914, 2004. ,
Epileptic seizures and epilepsy : definitions proposed by the international League against epilepsy (ILAE) and the international bureau for epilepsy (IBE), Epilepsia, vol.46, issue.4, pp.470-472, 2005. ,
Machine learning as a new paradigm for characterizing localization and lateralization of neuropsychological test data in temporal lobe epilepsy, Epilepsy Behav, vol.86, pp.58-65, 2018. ,
Greedy function approximation : a gradient boosting machine, Ann. Stat, vol.29, issue.5, pp.1189-1232, 2001. ,
Graph theory and cognition : a complementary avenue for examining neuropsychological status in epilepsy, Epilepsy Behav, vol.64, pp.329-335, 2016. ,
How to characterize the function of a brain region, Trends Cognit. Sci, vol.22, issue.4, pp.350-364, 2018. ,
Fonctions ex? ecutives et pathologies neurologiques et psychiatriques : Evaluation en pratique clinique, 2008. ,
Multivariate neuroanatomical classification of cognitive subtypes in schizophrenia : a support vector machine learning approach, Neuroimage: Clinical, vol.6, pp.229-236, 2014. ,
Clinical application of language and memory fMRI in epilepsy, Epileptologie, vol.30, pp.101-108, 2013. ,
The aspects and mechanisms of cognitive alterations in Epilepsy : the role of antiepileptic medications, CNS Neurosci. Ther, vol.15, issue.2, pp.134-156, 2009. ,
Clinical neuropsychology in epilepsy, Handbook of Clinical Neurology, vol.107, pp.437-459, 2012. ,
Long-term memory impairment in patients with focal epilepsy, Epilepsia, vol.48, issue.s9, pp.26-29, 2007. ,
Semantic processing impairment in patients with temporal lobe epilepsy, Epilepsy Res. Treat, pp.1-8, 2015. ,
When and how should multiple imputation be used for handling missing data in randomised clinical trialsa practical guide with flowcharts, BMC Med. Res. Methodol, vol.17, issue.1, p.162, 2017. ,
Multivariate neuropsychological prediction of seizure lateralization in temporal epilepsy surgical cases, Epilepsia, vol.48, issue.8, pp.1438-1446, 2007. ,
Mapping the neuropsychological profile of temporal lobe epilepsy using cognitive network topology and graph theory, Epilepsy Behav, vol.63, pp.9-16, 2016. ,
Lateralization of epileptic foci by neuropsychological testing in mesial temporal lobe epilepsy, Neuropsychology, vol.18, issue.1, pp.141-151, 2004. ,
A comprehensive review of temporal lobe epilepsy, Neurological Disorders : Clinical Methods, 2014. ,
The right hemisphere's contribution to discourse processing : a study in temporal lobe epilepsy, Brain Lang, vol.171, pp.31-41, 2017. ,
Differential neuropsychological test sensitivity to left temporal lobe epilepsy, J. Int. Neuropsychol. Soc, vol.14, issue.3, pp.394-400, 2008. ,
Age, executive function and social decision making : a dorsolateral prefrontal theory of cognitive aging, Psychol. Aging, vol.17, issue.4, pp.598-609, 2002. ,
Semantic memory and the brain : structure and processes, Curr. Opin. Neurobiol, vol.11, issue.2, pp.196-199, 2001. ,
Interictal memory and language impairment in temporal lobe epilepsy, Neurology, vol.30, issue.2, pp.120-120, 1980. ,
Neuropsychology in temporal lobe Epilepsy : influences from cognitive neuroscience and functional neuroimaging, Epilepsy Res. Treat, 2012. ,
Verbal fluency in focal Epilepsy : a systematic review and meta-analysis, 2014. ,
, Neuropsychol. Rev, vol.24, issue.2, pp.200-218
Interpretable Machine Learning, 2018. ,
Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data, Neuroimage, vol.118, pp.219-230, 2015. ,
On the Stability of Feature Selection Algorithms, 2018. ,
The nature and course of neuropsychological morbidity in chronic temporal lobe epilepsy, Neurology, vol.62, issue.10, pp.1736-1742, 2004. ,
Functional connectivity MR imaging of the language network in patients with drug-resistant epilepsy, J. Mach. Learn. Res, vol.12, issue.3, pp.532-540, 2011. ,
Predicting the laterality of temporal lobe epilepsy from PET, MRI, and DTI : a multimodal study, Neuroimage: Clinical, vol.9, pp.20-31, 2015. ,
Model-Agnostic Interpretability of Machine Learning, 2016. ,
The link between structural connectivity and neurocognition illustrated by focal epilepsy, Epileptic Disord Epileptic Disord, vol.20, pp.88-98, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01790816
Epilepsy and neuropsychological comorbidities, CONTINUUM: Lifelong Learn. Neurol, vol.19, issue.3, 2013. ,
Machine learning on brain MRI data for differential diagnosis of Parkinson's disease and Progressive Supranuclear Palsy, J. Neurosci. Methods, vol.222, pp.230-237, 2014. ,
Machine learning and neurosurgical outcome Prediction : a systematic review, World Neurosurgery, vol.109, pp.476-486, 2018. ,
Handbook of the Neuroscience of Language, 2008. ,
Studies of interference in serial verbal reactions, J. Exp. Psychol, vol.18, issue.6, pp.643-662, 1935. ,
Mesial temporal lobe epilepsy, J. Clin. Neurophysiol, vol.29, issue.5, p.356, 2012. ,
Predictors of health-related quality of life and costs in adults with epilepsy : a systematic review, Epilepsia, vol.52, issue.12, pp.2168-2180, 2011. ,
Productive and perceptive language reorganization in temporal lobe epilepsy, Neuroimage, vol.24, issue.3, pp.841-851, 2005. ,
Machine learning-XGBoost analysis of language networks to classify patients with epilepsy, Brain Informatics, vol.4, issue.3, pp.159-169, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01526248
Long-term memory deficits in temporal lobe epilepsy, Rev. Neurol, vol.173, issue.7, pp.490-497, 2017. ,
The associative-semantic network for words and pictures : effective connectivity and graph analysis, Brain Lang, vol.127, issue.2, pp.264-272, 2013. ,
Current standards of neuropsychological assessment in epilepsy surgery centers across Europe, Epilepsia, vol.58, issue.3, pp.343-355, 2017. ,
Neuropsychological performance and seizure-related risk factors in patients with temporal lobe epilepsy : a retrospective cross-sectional study, Epilepsy Behav, vol.22, issue.4, pp.728-734, 2011. ,
, Wechsler Adult Intelligence Scale-Fourth Edition, 2011.
Test MEM-IV ? echelle clinique de m? emoire de WECHSLER-quatri? eme ? edition-Psychologie clinique, 2012. ,
, Mesial temporal lobe epilepsy with hippocampal sclerosis, Epilepsia, vol.45, issue.6, pp.695-714, 2004.
Which drug-induced side effects would be tolerated in the prospect of seizure control?, Epilepsy Behav, vol.29, issue.1, pp.141-143, 2013. ,
Should cognition be screened in new-onset epilepsies? A study in 247 untreated patients, J. Neurol, vol.259, issue.8, pp.1727-1731, 2012. ,
Cognition in the early stages of adult epilepsy, Seizure, vol.26, pp.65-68, 2015. ,