2025 CMMCA Workshop

Oral

01 - A Lightweight Optimization Framework for Estimating 3D Brain Tumor Infiltration
Jonas Weidner
Poster | PPT
02 - A data-driven approach to optimise parameters of a computational digital twin model in response to SBRT on MR-Linac
Valentin Septiers
Poster | PPT
05 - Score-based Diffusion Model for Unpaired Virtual Histology Staining
Anran Liu
Poster | PPT
07 - CT Image Segmentation Using Frequency Domain Feature-Assisted Selective Long Memory State Space Model
Tianye Niu, Author H
Poster
12 - OG-SAM: Enhancing Multi-Organ Segmentation with Organogenesis-Based Adaptive Modeling
Xidong Wu
Poster | PPT
17 - Region-aware Diagnosis of Clinically Significant Prostate Cancer via Semi-supervised Learning Segmentation
Guantian Huang
Poster | PPT

03 - FMIC-AI: Annotation-Free Tumor Cell Detection in Fluorescence Microscopy via Self-Supervised Anomaly
Yinglan Kuang
Poster | Video
06 - Redefining spectral unmixing for in-vivo brain tissue analysis from hyperspectral imaging
Martin Hartenberger
Poster | Video
08 - Towards Robust Skin Lesion Classification: Lesion Segmentation, Mole Collision Simulation and Hierarchical learning
Hang Nguyen
Poster | Video
09 - Key Clinical Parameters Detection and Ovarian Tumor Benign/Malignant Classification in Multi-Modal Ultrasound Images via a Multi-Task Model
Chunjun Qian
Poster | Video
15 - CoMoSeg: Anatomical Consistency and Cross Modality Guidance for Robust Brain Tumor Segmentation Using Partially Labeled MR Sequences
Zehao Weng
Poster | Video
19 - GraphMMP: A Graph Neural Network Model with Mutual Information and Global Fusion for Multimodal Medical Prognosis
Xuhao Shan
Poster | Video
21 - Dual-Guided 3D Liver CT Image Generation for Medical Analysis
Zhizhen Song
Poster | Video
22 - HaDM-ST: Histology-Assisted Differential Modeling for Spatial Transcriptomics Generation
Xuepeng Liu
Poster | Video
23 - Projection-Driven Robust Motion Compensation for CBCT using a Patient-Specific Model Learned from Prior Scans
Yilin Shao
Poster | Video
25 - Revealing New Possibilities for Breast MRI Enhancement: Mamba- Driven Cross-Attention GAN with VMKANet
Yao PU
Poster | Video
29 - Hierarchical Brain Structure Modeling for Predicting Genotype of Glioma
Haotian Tang
Poster | Video