26-30 July 2026

EMBC 2026

Toronto, Canada
Tu.1.5: Oncologic Imaging and Radiogenomics
Tuesday, 28 July, 08:30 - 10:00
Location: Room 701A
Session Type: Oral
Session Co-Chairs: Hui Hui and Huajun Sun
Theme 2: Biomedical Imaging and Image Processing
Tue, 28 Jul, 08:30 - 08:45

Tu.1.5.1: PGPCL:A Proliferative Subtype for HCC Diagnosis Based on Gaussian Probabilistic Prototypes and Contrastive Learning
Borui Zhu, Huanlong Gao, Wenjian Xu, Shuai Zhang, Xuelei He, Yuqing Hou, Northwest University, Xi’an; Yanrong Chen, First Affiliated Hospital of Xi'an Jiaotong University, Xi’an, China.
Tue, 28 Jul, 08:45 - 09:00

Tu.1.5.2: Prediction of pathological grade of hepatocellular carcinoma based on causal reasoning*
Jiayin Li, Zhizhong Fu, Wei Zhou, Yifu Hou, Yifan Chen, jiayin li, zhizhong Fu, Wei Zhou, Yifu Hou, Yifan Chen, University of Electronic Science and Technology
Tue, 28 Jul, 09:00 - 09:15

Tu.1.5.3: Segmentation-Guided Feature Extraction from Multi-Sequence MRI for Predicting Lymph Node Metastasis in Cervical Cancer
Yihao Xing, Dalian University of Technology; Yue Dong, Cancer Hospital of Dalian University of Technology; Xinyu Hao, Lanxi Hu, Dalian University of Technology; Fengying Qin, Mingke Tian, Yiyi Luan, Huiting Pang, Cancer Hospita of Dalian University of Technology; Hongming Xu, Dalian University of Technology
Tue, 28 Jul, 09:15 - 09:30

Tu.1.5.4: STRUCTURE-AWARE KNOWLEDGE DISTILLATION FROM MULTIMODAL TEACHERS FOR GLIOMA MOLECULAR CLASSIFICATION
Qiao Chen, University of Jyväskylä; Hongming Xu, Xinyu Hao, Lanxi Hu, Dalian University of Technology; Huamin Qin, Capital Medical University; Tommi Kärkkäinen, University of Jyväskylä; Fengyu Cong, Dalian University of Technology
Tue, 28 Jul, 09:30 - 09:45

Tu.1.5.5: Tumor-Centric Deep Learning Framework for Survival Prediction in Multiphase DCE-MRI
Sara Hashemi, Virginia Tech; Xinran Zhang, OmicsCraft; Yue Wang, Virginia Tech; Dawit Mengistu, Habtom Ressom, OmicsCraft
Tue, 28 Jul, 09:45 - 10:00

Tu.1.5.6: COMBINING DEEP LEARNING AND RADIOMICS FOR HEAD AND NECK LYMPH NODE MALIGNANCY CLASSIFICATION
Enrique Almar-Munoz, Matthias Santer, Agnes Mayr, Gerlig Widmann, Siegfried Kollotzek, Wolfgang Freysinger, Medical University of Innsbruck