XinYu Hao | University of Jyväskylä

Publication

2025

Comparative Validation of Graph Neural Networks for Glioma Grading in Whole Slide Images

International Conference on Image, Vision and Intelligent Systems. Lecture Notes in Electrical Engineering. Springer.

Chen, Qiao

Xu, Hongming

Qin, Huamin

Hao, Xinyu

Jin, Shan

Hämäläinen, Timo

Cong, Fengyu

Publication

2025

Cyclic translations between pathomics and genomics improve automatic cancer diagnosis from whole slide images

Engineering Applications of Artificial Intelligence.

Hao, Xinyu

Xu, Hongming

Wang, Xiaofeng

Wang, Tong

Hämäläinen, Timo

Cong, Fengyu

Publication

2025

Distilling Genomic Knowledge into Whole Slide Imaging for Glioma Molecular Classification

International Symposium on Computer-Based Medical Systems. Proceedings (IEEE International Symposium on Computer-Based Medical Systems).

Chen, Qiao

Xu, Hongming

Hao, Xinyu

Zhang, Qibin

Qin, Huamin

Kärkkäinen, Tommi

Cong, Fengyu

Publication

2025

Dual Selective Gleason Pattern-Aware Multiple Instance Learning for Grade Group Prediction in Histopathology Images

International Conference on Medical Image Computing and Computer-Assisted Intervention. Lecture Notes in Computer Science. Springer.

Hao, Xinyu

Xu, Hongming

Zhang, Qibin

Xu, Qi

Pölönen, Ilkka

Cong, Fengyu

Publication

2025

Multi-modal Knowledge Decomposition Based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology

International Conference on Medical Image Computing and Computer-Assisted Intervention. Lecture Notes in Computer Science. Springer.

Zhang, Qibin

Hao, Xinyu

Chen, Qiao

Xu, Rui

Cong, Fengyu

Lu, Cheng

Xu, Hongming

Publication

2025

Multimodal medical data analysis for improved disease diagnosis and treatment outcome prediction

JYU Dissertations.

Hao, Xinyu

Publication

2025

Predicting Radiation Therapy Response Based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRI

International Conference on Medical Image Computing and Computer-Assisted Intervention. Lecture Notes in Computer Science. Springer.

Hao, Xinyu

Xu, Hongming

Zhang, Qibin

Xu, Qi

Wang, Xiaofeng

Pölönen, Ilkka

Cong, Fengyu

Publication

2024

Effect of variable selection strategy on the predictive models for adverse pregnancy outcomes of pre-eclampsia : A retrospective study

Placenta and Reproductive Medicine.

Zheng, Dongying

Hao, Xinyu

Khan, Muhanmmad

Kang, Fuli

Li, Fan

Hämäläinen, Timo

Wang, Lixia

Publication

2024

Predicting pathological complete response based on weakly and semi-supervised joint learning in breast cancer multi-parametric MRI

Biomedical Signal Processing and Control.

Hao, Xinyu

Xu, Hongming

Zhao, Nannan

Yu, Tao

Hämäläinen, Timo

Cong, Fengyu

Publication

2024

Self-supervised Contrastive Pre-training Integrated with Multi-level Co-attention for Survival Prognosis from Whole Slide Images

International Conference on Image, Vision and Intelligent Systems. Lecture Notes in Electrical Engineering. Springer.

Gao, Junxiu

Hao, Xinyu

Jin, Shan

Xu, Hongming