Andrea Bozoki

According to our database, Andrea Bozoki authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Hyperbolic Kernel Graph Neural Networks for Neurocognitive Decline Analysis from Multimodal Brain Imaging.

Meimei Yang, Yongheng Sun, Qianqian Wang, Andrea Bozoki, Maureen Kohi, Mingxia Liu

CoRR, July, 2025

Source-free collaborative domain adaptation via multi-perspective feature enrichment for functional MRI analysis.

Yuqi Fang, Jinjian Wu, Qianqian Wang, Shijun Qiu, Andrea Bozoki, Mingxia Liu

Pattern Recognit., 2025

Dual Multi-Atlas Representation Alignment for Brain Disorder Diagnosis Using Morphological Connectome.

Kangfu Han, Dan Hu, Jiale Cheng, Tianming Liu, Andrea Bozoki, Dajiang Zhu, Gang Li

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Topology-Aware Graph Augmentation for Predicting Clinical Trajectories in Neurocognitive Disorders.

Qianqian Wang, Wei Wang, Yuqi Fang, Hong-Jun Li, Andrea Bozoki, Mingxia Liu

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Federated learning for medical image analysis: A survey.

Hao Guan, Pew-Thian Yap, Andrea Bozoki, Mingxia Liu

Pattern Recognit., 2024

Functional Imaging Constrained Diffusion for Brain PET Synthesis from Structural MRI.

Minhui Yu, Mengqi Wu, Ling Yue, Andrea Bozoki, Mingxia Liu

CoRR, 2024

2023

Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline With Structural MRI.

Hao Guan, Ling Yue, Pew-Thian Yap, Shifu Xiao, Andrea Bozoki, Mingxia Liu

IEEE J. Biomed. Health Informatics, June, 2023

Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis.

Yuqi Fang, Jinjian Wu, Qianqian Wang, Shijun Qiu, Andrea Bozoki, Huaicheng Yan, Mingxia Liu

CoRR, 2023

Hybrid Multimodality Fusion with Cross-Domain Knowledge Transfer to Forecast Progression Trajectories in Cognitive Decline.

Minhui Yu, Yunbi Liu, Jinjian Wu, Andrea Bozoki, Shijun Qiu, Ling Yue, Mingxia Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

2022

Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline with Structural MRI.

Hao Guan, Ling Yue, Pew-Thian Yap, Andrea Bozoki, Mingxia Liu

CoRR, 2022

2021

Learning Transferable 3D-CNN for MRI-Based Brain Disorder Classification from Scratch: An Empirical Study.

Hao Guan, Li Wang, Dongren Yao, Andrea Bozoki, Mingxia Liu

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021