Rongtao Jiang

23 papers Misc 3Journal 9Unranked 11
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Adaptive-Similarity-Based Brain Dynamic Functional Connectivity with Spatial-Temporal Attention and Domain Adaptation for Schizophrenia Diagnosis.
ICASSP
Yixin Ji, Vince D. Calhoun, Rongtao Jiang, Daoqiang Zhang, Shile Qi
2025 — conf
CoMa: A Multi-View Contrastive and Masked ROI Learning Pre-Training Strategy for Multiple Brain Diseases Diagnosis.
BIBM
Gengqian Wei, Chuang Liang, Tülay Adali, Jing Sui, Rongtao Jiang, Vince D. Calhoun, Shile Qi
2025 J jnl
Confound Controlled Multimodal Neuroimaging Data Fusion and Its Application to Developmental Disorders.
IEEE Trans. Image Process.
Chuang Liang, Rogers F. Silva, Tülay Adali, Rongtao Jiang, Daoqiang Zhang, Shile Qi, Vince D. Calhoun
2025 Misc conf
Cooperative and Competitive Functional Connectivity Based on Improved Ising Model.
ICASSP
Gengqian Wei, Chuang Liang, Tülay Adali, Rongtao Jiang, Daoqiang Zhang, Vince D. Calhoun, Shile Qi
2025 — conf
MPIDS: Multi-Group Perturbation Based Individualized Differential Structural Brain Network.
ISBI
Zixin Huang, Yijie Zhang, Tülay Adali, Rongtao Jiang, Daoqiang Zhang, Vince D. Calhoun, Shile Qi
2025 J jnl
Multimodal Data Fusion in Neuroscience: Promises, challenges, and future directions [Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology].
IEEE Signal Process. Mag.
Chuang Liang, Rogers F. Silva, Tülay Adali, Rongtao Jiang, Daoqiang Zhang, Shile Qi, Vince D. Calhoun
2025 Misc conf
Reference-Guided Parallel Independent Component Analysis: Estimating Cognition Associated Multimodal Patterns In Schizophrenia.
ICASSP
Jingxian Hu, Chuang Liang, Tülay Adali, Qi Zhu, Daoqiang Zhang, Rongtao Jiang, Vince D. Calhoun, Shile Qi
2024 — conf
GPR-SCSANet: Unequal-Length Time Series Normalization with Split-Channel Residual Convolution and Self-Attention for Brain Age Prediction.
BIBM
Fangling Sun, Chuang Liang, Tülay Adali, Daoqiang Zhang, Rongtao Jiang, Vince D. Calhoun, Shile Qi
2024 J jnl
Maximum Classifier Discrepancy Generative Adversarial Network for Jointly Harmonizing Scanner Effects and Improving Reproducibility of Downstream Tasks.
IEEE Trans. Biomed. Eng.
Weizheng Yan, Zening Fu, Rongtao Jiang, Jing Sui, Vince D. Calhoun
2024 — conf
Overcoming Atlas Heterogeneity in Federated Learning for Cross-Site Connectome-Based Predictive Modeling.
MICCAI (10)
Qinghao Liang, Brendan Adkinson, Rongtao Jiang, Dustin Scheinost
2023 J jnl
Cross Atlas Remapping via Optimal Transport (CAROT): Creating connectomes for different atlases when raw data is not available.
Medical Image Anal.
Javid Dadashkarimi, Amin Karbasi, Qinghao Liang, Matthew Rosenblatt, Stephanie Noble, Maya Foster, Raimundo X. Rodriguez, Brendan Adkinson, Jean Ye, Huili Sun, Chris Camp, Michael Farruggia, Link Tejavibulya, Wei Dai, Rongtao Jiang, Angeliki Pollatou, Dustin Scheinost
2023 — conf
ICA-based Individualized Differential Structure Similarity Networks for Predicting Symptom Scores in Adolescents with Major Depressive Disorder.
EMBC
Xiang Li, Ming Xu, Rongtao Jiang, Xuemei Li, Vince D. Calhoun, Xinyu Zhou, Jing Sui
2023 J jnl
The Individualized Prediction of Neurocognitive Function in People Living With HIV Based on Clinical and Multimodal Connectome Data.
IEEE J. Biomed. Health Informatics
Xiang Li, Sheri L. Towe, Ryan P. Bell, Rongtao Jiang, Shana A. Hall, Vince D. Calhoun, Christina S. Meade, Jing Sui
2022 J jnl
Interpreting Brain Biomarkers: Challenges and solutions in interpreting machine learning-based predictive neuroimaging.
IEEE Signal Process. Mag.
Rongtao Jiang, Choong-Wan Woo, Shile Qi, Jing Wu, Jing Sui
2021 — conf
3-way Parallel Fusion of Spatial (sMRI/dMRI) and Spatio-temporal (fMRI) Data with Application to Schizophrenia.
ISBI
Shile Qi, Sergey M. Plis, Robyn L. Miller, Rogers F. Silva, Victor M. Vergara, Rongtao Jiang, Dongmei Zhi, Jing Sui, Vince D. Calhoun
2021 — conf
An Attention-Based Hybrid Deep Learning Framework Integrating Temporal Coherence And Dynamics For Discriminating Schizophrenia.
ISBI
Min Zhao, Weizheng Yan, Rongtao Xu, Dongmei Zhi, Rongtao Jiang, Tianzi Jiang, Vince D. Calhoun, Jing Sui
2021 — conf
BNCPL: Brain-Network-based Convolutional Prototype Learning for Discriminating Depressive Disorders.
EMBC
Dongmei Zhi, Vince D. Calhoun, Chuanyue Wang, Xianbin Li, Xiaohong Ma, Luxian Lv, Weizheng Yan, Dongren Yao, Shile Qi, Rongtao Jiang, Jianlong Zhao, Xiao Yang, Zheng Lin, Yujin Zhang, Young Chul Chung, Chuanjun Zhuo, Jing Sui
2020 J jnl
Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships.
NeuroImage
Rongtao Jiang, Nianming Zuo, Judith M. Ford, Shile Qi, Dongmei Zhi, Chuanjun Zhuo, Yong Xu, Zening Fu, Juan R. Bustillo, Jessica A. Turner, Vince D. Calhoun, Jing Sui
2018 — conf
Abnormal Dynamic Functional Network Connectivity and Graph Theoretical Analysis in Major Depressive Disorder.
EMBC
Dongmei Zhi, Xiaohong Ma, Luxian Lv, Qing Ke, Yongfeng Yang, Xiao Yang, Miao Pan, Shile Qi, Rongtao Jiang, Yuhui Du, Qingbao Yu, Vince D. Calhoun, Tianzi Jiang, Jing Sui
2018 J jnl
Connectome-based individualized prediction of temperament trait scores.
NeuroImage
Rongtao Jiang, Vince D. Calhoun, Nianming Zuo, Dongdong Lin, Jin Li, Lingzhong Fan, Shile Qi, Hailun Sun, Zening Fu, Ming Song, Tianzi Jiang, Jing Sui
2017 — conf
Discriminating schizophrenia from normal controls using resting state functional network connectivity: A deep neural network and layer-wise relevance propagation method.
MLSP
Weizheng Yan, Sergey M. Plis, Vince D. Calhoun, Shengfeng Liu, Rongtao Jiang, Tian-Zi Jiang, Jing Sui
2017 J jnl
Predicting individualized clinical measures by a generalized prediction framework and multimodal fusion of MRI data.
NeuroImage
Xing Meng, Rongtao Jiang, Dongdong Lin, Juan R. Bustillo, Thomas R. Jones, Jiayu Chen, Qingbao Yu, Yuhui Du, Yu Zhang, Tianzi Jiang, Jing Sui, Vince D. Calhoun
2017 — conf
Predicting individualized intelligence quotient scores using brainnetome-atlas based functional connectivity.
MLSP
Rongtao Jiang, Shile Qi, Yuhui Du, Weizheng Yan, Vince D. Calhoun, Tianzi Jiang, Jing Sui