Leila Cammoun

Massachusetts Institute of Technology — United States

Medicine · Health Sciences

21h-index8.0kcitations59works0.02yr avg
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Research Topics

Advanced Neuroimaging Techniques and Applications(28), Functional Brain Connectivity Studies(27), Advanced MRI Techniques and Applications(16), Neural dynamics and brain function(6), Medical Image Segmentation Techniques(5)

Publications59 total

Endothelium and Subendothelial Matrix Mechanics Modulate Cancer Cell Transendothelial Migration
Advanced Science·2023· 30 citedOpen Access
Interpreting deep learning models for epileptic seizure detection on EEG signals
Artificial Intelligence in Medicine·2021· 4 citedOpen Access
Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG\n signals
arXiv (Cornell University)·2020Open Access
Noninvasive detection of focal seizures in ambulatory patients
Epilepsia·2020· 31 citedOpen Access
A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection
Mobile Networks and Applications·2019· 44 citedOpen Access
Tailoring SVM Inference for Resource-Efficient ECG-Based Epilepsy Monitors
2019· 6 citedOpen Access
Reliable power and time-constraints-aware predictive management of heterogeneous exascale systems
2018· 18 citedOpen Access
Physiological characterization of need for assistance in rescue missions with drones
2018· 16 citedOpen Access
Structural connectivity to the motor cortical areas per STN voxel, cumulated over all subjects, in MNI152 atlas space.
Figshare·2015Open Access
Extraction of a Whole Brain Structural Connection Matrix.
Figshare·2015Open Access
Intrahemispheric cortico-cortical connections of the human auditory cortex
Brain Structure and Function·2014· 47 citedOpen Access
Reduced Fronto-Temporal and Limbic Connectivity in the 22q11.2 Deletion Syndrome: Vulnerability Markers for Developing Schizophrenia?
PLoS ONE·2013· 41 citedOpen Access
Graph theory reveals dysconnected hubs in 22q11DS and altered nodal efficiency in patients with hallucinations
Frontiers in Human Neuroscience·2013· 67 citedOpen Access
The Connectome Mapper: An Open-Source Processing Pipeline to Map Connectomes with MRI
PLoS ONE·2012· 318 citedOpen Access
Structural and Resting State Functional Connectivity of the Subthalamic Nucleus: Identification of Motor STN Parts and the Hyperdirect Pathway
PLoS ONE·2012· 140 citedOpen Access
High b-value diffusion-weighted imaging: A sensitive method to reveal white matter differences in schizophrenia
Psychiatry Research Neuroimaging·2012· 23 citedOpen Access
Dynamics of large-scale neuronal networks of the human cortex functional connectivity
2012
Mapping the human connectome at multiple scales with diffusion spectrum MRI
Journal of Neuroscience Methods·2011· 513 citedOpen Access
Adaptive Strategy for the Statistical Analysis of Connectomes
PLoS ONE·2011· 43 citedOpen Access
Mapping the human connectome with Lausanne Neuroimaging Tools
IRIS·2011Open Access
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Frequent Co-authors

Jean‐Philippe Thiran(31), Reto Meuli(26), Patric Hagmann(24), Xavier Gigandet(16), Olaf Sporns(9), Djalel Eddine Meskaldji(9), David Atienza(7), Philippe Maeder(6), Philippe Ryvlin(5), Christopher J. Honey(4), Van J. Wedeen(4), Alessandro Daducci(4), Emma Muñoz‐Moreno(4), Slim Mhiri(4), Kim Q.(3), Meritxell Bach Cuadra(3), Stephan Gerhard(3), Stéphanie Clarke(3), Marie-Christine Ottet(3), Stephan Morgenthaler(3)