Tianyu Liu

Orcid: 0000-0003-0774-8663

Affiliations:
  • Shandong Normal University, School of Information Science and Engineering, Jinan, China
  • Shandong Management University, School of Business Administration, Jinan, China


According to our database1, Tianyu Liu authored at least 12 papers between 2022 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Structured knowledge-inspired two-stage knowledge alignment framework for Alzheimer's disease diagnosis.
Pattern Recognit., 2026

Cromdbn: Dynamic brain network analysis for neuropsychiatric diseases classification via multi-knowledge integration.
Pattern Recognit., 2026

Efficient breast cancer segmentation via Brownian Bridge diffusion with semantic fusion strategy.
Pattern Recognit., 2026

2025
Multi-knowledge informed deep learning model for multi-point prediction of Alzheimer's disease progression.
Neural Networks, 2025

Integrating clinicopathologic information and dynamic contrast-enhanced MRI for augmented prediction of neoadjuvant chemotherapy response in breast cancer.
Biomed. Signal Process. Control., 2025

2024
BTSSPro: Prompt-Guided Multimodal Co-Learning for Breast Cancer Tumor Segmentation and Survival Prediction.
IEEE J. Biomed. Health Informatics, December, 2024

PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation.
CoRR, 2024

2023
Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals.
Int. J. Neural Syst., November, 2023

A Soft-Attention Guidance Stacked neural Network for neoadjuvant chemotherapy's pathological response diagnosis using breast dynamic contrast-enhanced MRI.
Biomed. Signal Process. Control., September, 2023

CasANGCL: pre-training and fine-tuning model based on cascaded attention network and graph contrastive learning for molecular property prediction.
Briefings Bioinform., January, 2023

2022
MS-ADR: predicting drug-drug adverse reactions base on multi-source heterogeneous convolutional signed network.
Soft Comput., 2022

A knowledge-driven network for fine-grained relationship detection between miRNA and disease.
Briefings Bioinform., 2022


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