Tianyu Liu

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cromdbn: Dynamic brain network analysis for neuropsychiatric diseases classification via multi-knowledge integration.
Pattern Recognit.
Kai Wu, Hong Wang, Fulin Zheng, Feiyan Feng, Tianyu Liu, Yanshen Sun
2026 J jnl
Efficient breast cancer segmentation via Brownian Bridge diffusion with semantic fusion strategy.
Pattern Recognit.
Feiyan Feng, Tianyu Liu, Fulin Zheng, Yanshen Sun, Hong Wang
2026 J jnl
Structured knowledge-inspired two-stage knowledge alignment framework for Alzheimer's disease diagnosis.
Pattern Recognit.
Fulin Zheng, Hong Wang, Tianyu Liu, Feiyan Feng, Kai Wu, Cheng Liang
2025 J jnl
Integrating clinicopathologic information and dynamic contrast-enhanced MRI for augmented prediction of neoadjuvant chemotherapy response in breast cancer.
Biomed. Signal Process. Control.
Tianyu Liu, Hong Wang, Feiyan Feng, Wei Li, Fulin Zheng, Kai Wu, Shengpeng Yu, Yanshen Sun
2025 J jnl
Multi-knowledge informed deep learning model for multi-point prediction of Alzheimer's disease progression.
Neural Networks
Kai Wu, Hong Wang, Feiyan Feng, Tianyu Liu, Yanshen Sun
2024 J jnl
BTSSPro: Prompt-Guided Multimodal Co-Learning for Breast Cancer Tumor Segmentation and Survival Prediction.
IEEE J. Biomed. Health Informatics
Wei Li, Tianyu Liu, Feiyan Feng, Shengpeng Yu, Hong Wang, Yanshen Sun
2024 J jnl
PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation.
CoRR
Feiyan Feng, Tianyu Liu, Hong Wang, Jun Zhao, Wei Li, Yanshen Sun
2023 J jnl
A Soft-Attention Guidance Stacked neural Network for neoadjuvant chemotherapy's pathological response diagnosis using breast dynamic contrast-enhanced MRI.
Biomed. Signal Process. Control.
Tianyu Liu, Hong Wang, Shengpeng Yu, Feiyan Feng, Jun Zhao
2023 J jnl
CasANGCL: pre-training and fine-tuning model based on cascaded attention network and graph contrastive learning for molecular property prediction.
Briefings Bioinform.
Zixi Zheng, Yanyan Tan, Hong Wang, Shengpeng Yu, Tianyu Liu, Cheng Liang
2023 J jnl
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals.
Int. J. Neural Syst.
Shuangyong Zhang, Hong Wang, Zixi Zheng, Tianyu Liu, Weixin Li, Zishan Zhang, Yanshen Sun
2022 J jnl
A knowledge-driven network for fine-grained relationship detection between miRNA and disease.
Briefings Bioinform.
Shengpeng Yu, Hong Wang, Tianyu Liu, Cheng Liang, Jiawei Luo
2022 J jnl
MS-ADR: predicting drug-drug adverse reactions base on multi-source heterogeneous convolutional signed network.
Soft Comput.
Luhe Zhuang, Hong Wang, Wei Li, Tianyu Liu, Shu Han, Hui Zhang