A Dual-Stage Pseudo-Labeling Method for the Diagnosis of Mental Disorder on MRI Scans-Reference-Cited by-同舟云学术

A Dual-Stage Pseudo-Labeling Method for the Diagnosis of Mental Disorder on MRI Scans

Published:2022-07-18 Issue: Volume: Page:
ISSN:
Container-title:2022 International Joint Conference on Neural Networks (IJCNN)
language:
Short-container-title:

Author:

Hu Yao¹,Huang Zhi-An²,Liu Rui¹,Xue Xiaoming¹,Song Linqi¹,Chen Tan Kay³

Affiliation:

1. City University of Hong Kong,Department of Computer Science,Kowloon Tong,Hong Kong SAR

2. Center for Computer Science and Information Technology, City University of Hong Kong Dongguan Research Institute,Dongguan,China

3. The Hong Kong Polytechnic University,Department of Computing,Hung Hom,Hong Kong SAR

Funder

National Natural Science Foundation of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9891857/9889787/09892792.pdf?arnumber=9892792

Reference31 articles.

1. DPARSF: a MATLAB toolbox for “pipeline” data analysis of resting-state fMRI

2. The neuro bu-reau preprocessing initiative: open sharing of preprocessed neuroimaging data and derivatives;craddock;Frontiers in Neuroinformatics,2013

3. Mixup: Beyond empirical risk minimization;zhang;ArXiv Preprint,2017

4. Adaptive Consistency Regularization for Semi-Supervised Transfer Learning

5. Anatomically informed data augmentation for functional MRI with applications to deep learning

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. The diagnosis of ASD with MRI: a systematic review and meta-analysis;Translational Psychiatry;2024-08-02

2. Heterogeneous Structured Federated Learning with Graph Convolutional Aggregation for MRI-Based Mental Disorder Diagnosis;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

3. Asymmetric Source-Free Unsupervised Domain Adaptation for Medical Image Diagnosis;2024 IEEE Conference on Artificial Intelligence (CAI);2024-06-25

4. A psychological evaluation method incorporating noisy label correction mechanism;Soft Computing;2024-01-23

5. Role of AI and Machine Learning in Mental Healthcare;Data-Intensive Research;2024