Computer Vision and Pattern Recognition · Computer Science
DeepASL: Kinetic Model Incorporated Loss for Denoising Arterial Spin Labeled MRI via Deep Residual Learning
Cagdas Ulas, Giles Tetteh, Stephan Kaczmarz, Christine Preibisch +1
2018-06-13
Image and Video Processing · Electrical Eng. & Systems
A Learning-from-noise Dilated Wide Activation Network for denoising Arterial Spin Labeling (ASL) Perfusion Images
Danfeng Xie, Yiran Li, Hanlu Yang, Li Bai +2
2020-05-19
Machine Learning · Computer Science
Deep Labeling of fMRI Brain Networks Using Cloud Based Processing
Sejal Ghate, Alberto Santamaria-Pang, Ivan Tarapov, Haris I Sair +1
2022-09-22
Machine Learning · Computer Science
Detecting abnormalities in resting-state dynamics: An unsupervised learning approach
Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2019-08-20
Applications · Statistics
Physiologically Informed Bayesian Analysis of ASL fMRI Data
Aina Frau-Pascual, Thomas Vincent, Jennifer Sloboda, Philippe CIUCIU +1
2015-01-07
Machine Learning · Computer Science
Deep Labeling of fMRI Brain Networks
Ammar Ahmed Pallikonda Latheef, Sejal Ghate, Zhipeng Hui, Alberto Santamaria-Pang +3
2023-05-09
Image and Video Processing · Electrical Eng. & Systems
Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-Scale Generative Adversarial Network
Jianan Cui, Kuang Gong, Paul Han, Huafeng Liu +1
2020-09-15
Image and Video Processing · Electrical Eng. & Systems
Optimizing MRF-ASL Scan Design for Precise Quantification of Brain Hemodynamics using Neural Network Regression
Anish Lahiri, Jeffrey A Fessler, Luis Hernandez-Garcia
2019-05-17
Neurons and Cognition · Quantitative Biology
Data Integration with Fusion Searchlight: Classifying Brain States from Resting-state fMRI
Simon Wein, Marco Riebel, Lisa-Marie Brunner, Caroline Nothdurfter +2
2025-05-13
Neurons and Cognition · Quantitative Biology
Multi-Scale Graph Theoretical Analysis of Resting-State fMRI for Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Healthy Controls
Ali Khazaee, Abdolreza Mohammadi, Ruairi O'Reilly
2025-09-24
Neurons and Cognition · Quantitative Biology
Spectral Dynamic Causal Modelling of Resting-State fMRI: Relating Effective Brain Connectivity in the Default Mode Network to Genetics
Yunlong Nie, Eugene Opoku, Laila Yasmin, Yin Song +7
2020-06-03
Neurons and Cognition · Quantitative Biology
Modeling functional resting-state brain networks through neural message passing on the human connectome
Julio A. Peraza-Goicolea, Eduardo Martínez-Montes, Eduardo Aubert, Pedro A. Valdés-Hernández +1
2019-06-14
Image and Video Processing · Electrical Eng. & Systems
Deep-learning-enabled Brain Hemodynamic Mapping Using Resting-state fMRI
Xirui Hou, Pengfei Guo, Puyang Wang, Peiying Liu +17
2023-06-23
Image and Video Processing · Electrical Eng. & Systems
Estimating regional cerebral blood flow using resting-state functional MRI via machine learning
Ganesh B Chand, Mohamad Habes, Sudipto Dolui, John A Detre +2
2019-11-20
Neurons and Cognition · Quantitative Biology
Resting-State Functional Connectivity in Late-Life Depression: Higher Global Connectivity and More Long Distance Connections
Iwo Jerzy Bohr, Eva Kenny, Andrew Blamire, John T. O'Brien +3
2013-02-21
Neurons and Cognition · Quantitative Biology
Point process analysis of large-scale brain fMRI dynamics
Enzo Tagliazucchi, Pablo Balenzuela, Daniel Fraiman, Dante R. Chialvo
2011-07-25
Image and Video Processing · Electrical Eng. & Systems
ICA-based Resting-State Networks Obtained on Large Autism fMRI Dataset ABIDE
Sjir J. C. Schielen, Jesper Pilmeyer, Albert P. Aldenkamp, Danny Ruijters +1
2024-12-19
Medical Physics · Physics
Time-encoded pseudo-continuous arterial spin labeling: increasing SNR in ASL angiography
Joseph G. Woods, S. Sophie Schauman, Mark Chiew, Michael A. Chappell +1
2022-04-05
Optimization and Control · Mathematics
Estimating effective connectivity in linear brain network models
Giulia Prando, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso
2017-03-31
Neurons and Cognition · Quantitative Biology
DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks
Bishal Thapaliya, Robyn Miller, Jiayu Chen, Yu-Ping Wang +7
2025-02-25
Computation and Language · Computer Science
Deep Semantic Role Labeling with Self-Attention
Zhixing Tan, Mingxuan Wang, Jun Xie, Yidong Chen +1
2017-12-06
Neurons and Cognition · Quantitative Biology
Simple 1-D Convolutional Networks for Resting-State fMRI Based Classification in Autism
Ahmed El Gazzar, Leonardo Cerliani, Guido van Wingen, Rajat Mani Thomas
2019-07-03