ASD-DiagNet: A hybrid learning approach for detection of Autism Spectrum Disorder using fMRI data

16 April 2019

ArXiv (abs)PDF HTML Github (30★)

Papers citing "ASD-DiagNet: A hybrid learning approach for detection of Autism Spectrum Disorder using fMRI data"

23 / 23 papers shown

Title
A Confounding Factors-Inhibition Adversarial Learning Framework for Multi-site fMRI Mental Disorder Identification Xin Wen Shijie Guo Wenbo Ning Rui Cao Yan Niu Bin Wan Peng Wei Xiaobo Liu Jie Xiang 56 0 0 12 Apr 2025
Efficient 4D fMRI ASD Classification using Spatial-Temporal-Omics-based Learning Framework Ziqiao Weng Weidong (Tom) Cai Bo Zhou 76 1 0 26 Feb 2025
BrainMAP: Learning Multiple Activation Pathways in Brain Networks Song Wang Zhenyu Lei Zhen Tan Jiaqi Ding Xinyu Zhao ... Guorong Wu Tianlong Chen Chen Chen Aiying Zhang Jundong Li 98 0 0 23 Dec 2024
HyperGALE: ASD Classification via Hypergraph Gated Attention with Learnable Hyperedges Mehul Arora Chirag Shantilal Jain Lalith Bharadwaj Baru Kamalaker Dadi Raju Surampudi Bapi 116 0 0 21 Mar 2024
Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing Sergio Rubio-Martín María Teresa García-Ordás Martín Bayón-Gutiérrez Natalia Prieto-Fernández J. Benítez-Andrades 42 16 0 06 Mar 2024
HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification Parniyan Jalali M. Safayani 54 1 0 06 Nov 2023
EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning Wonsik Jung Eunjin Jeon Eunsong Kang Heung-Il Suk 30 8 0 05 Oct 2023
Early Autism Diagnosis based on Path Signature and Siamese Unsupervised Feature Compressor Zhuowen Yin Xinyao Ding Xin Zhang Zhengwang Wu Liwen Wang Xiangmin Xu Gang Li 144 5 0 12 Jul 2023
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics Anwar Said Roza G. Bayrak Hanyu Wang Mudassir Shabbir Daniel Moyer Catie Chang X. Koutsoukos 86 27 0 09 Jun 2023
Comparison of Probabilistic Deep Learning Methods for Autism Detection Godfrin Ismail Kenneth Chesoli G. Moni Kinyua Gikunda 11 4 0 09 Mar 2023
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification S. Yap Junn Yong Loo Chee-Ming Ting Fuad M. Noman Raphaël C.-W. Phan C. Ting David L. Dowe 72 2 0 14 Feb 2023
Multimodal Brain Disease Classification with Functional Interaction Learning from Single fMRI Volume Weiming Dai Zi-Ke Zhang L. Tian Shengyuan Yu Shuhui Wang Zhao Dong Hairong Zheng MedIm 53 2 0 05 Aug 2022
Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A review Parisa Moridian Navid Ghassemi M. Jafari S. Salloum-Asfar Delaram Sadeghi ... A. Subasi R. Alizadehsani Juan M Gorriz Sara A. Abdulla U. Acharya 100 76 0 20 Jun 2022
Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression A. Shoeibi Navid Ghassemi Marjane Khodatars Parisa Moridian Abbas Khosravi A. Zare Juan M Gorriz Amir Hossein Chale-Chale Ali Khadem U. Rajendra Acharya 87 61 0 31 May 2022
Identification of Autism spectrum disorder based on a novel feature selection method and Variational Autoencoder F. Zhang Yanjie Wei Jin Liu Yanling Wang Wenhui Xi Yi-Lun Pan 61 28 0 07 Apr 2022
Improving the Level of Autism Discrimination through GraphRNN Link Prediction Haonan Sun Q. He Shouliang Qi Yudong Yao Yueyang Teng 62 0 0 19 Feb 2022
Identifying Autism Spectrum Disorder Based on Individual-Aware Down-Sampling and Multi-Modal Learning Li Pan Jundong Liu M. Shi C. Wong K. Chan 108 12 0 19 Sep 2021
Functional Magnetic Resonance Imaging data augmentation through conditional ICA Badr Tajini Hugo Richard Bertrand Thirion DiffM MedIm 23 4 0 11 Jul 2021
Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources Yun-Yun Tsai Pin-Yu Chen Tsung-Yi Ho AAML MLAU BDL 82 99 0 17 Jul 2020
Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review Marjane Khodatars A. Shoeibi Delaram Sadeghi Navid Ghaasemi M. Jafari ... Abbas Khosravi S. Nahavandi Sadiq Hussain U. Acharya M. Berk 121 207 0 02 Jul 2020
A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis Li Zhang Mingliang Wang Mingxia Liu Daoqiang Zhang 88 161 0 10 May 2020
Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks Ismail Bilgen Goktug Guvercin I. Rekik 45 54 0 28 Apr 2020
Explainable and Scalable Machine-Learning Algorithms for Detection of Autism Spectrum Disorder using fMRI Data Taban Eslami Joseph S. Raiker F. Saeed 53 20 0 02 Mar 2020