Project Title: Noninvasive Seizure Localization in Epilepsy Patients via Multimodal Magnetic Resonance Imaging
Project Team: Emily Johnson (Neurology), Christophe Jouny (Neurology), Haris Sair (Neuroradiology)
More information can be found here.
Neural Systems Analysis LaboratoryDecoding the Brain, One Snapshot at a Time |
Project Title: Noninvasive Seizure Localization in Epilepsy Patients via Multimodal Magnetic Resonance Imaging
Project Team: Emily Johnson (Neurology), Christophe Jouny (Neurology), Haris Sair (Neuroradiology)
More information can be found here.
Title: A Multi-Speaker Emotion Morphing Model Using Highway Networks and Maximum Likelihood Objective (Oral Presentation)
Title: VESUS: A Crowd-Annotated Database to Study Emotion Production and Perception in Spoken English (Oral Presentation)
Title: Weakly Supervised Syllable Segmentation by Vowel-Consonant Peak Classification
Title: Automated Emotion Morphing in Speech Based on Diffeomorphic Curve Registration and Highway Networks
Jeff Craley’s Paper: Automated Noninvasive Seizure Detection and Localization Using Switching Markov Models and Convolutional Neural Networks
Sayan Ghosal’s Paper: Bridging Imaging, Genetics, and Diagnosis in a Coupled Low-Dimensional Framework
Niharika Shimona D’Souza’s Paper: A Coupled Manifold Optimization Framework to Jointly Model the Functional Connectomics and Behavioral Data Spaces
Jeff Craley’s Paper: Epileptic Seizure Detection in Multichannel EEG
Project Title: Small Data in a Big World: Balancing Interpretability and Generalizability for Data Integration in Clinical Neuroscience
More information can be found here.
Title: A Generative-Predictive Framework to Capture Altered Brain Activity in fMRI and its Association with Genetic Risk: Application to Schizophrenia
Project Title: Discovering Network Structure in the Space of Group-Level Functional Differences
More information can be found here.
Title: Defining Patient Specific Functional Parcellations in Lesional Cohorts via Markov Random Fields