BISP-L11: Methods for image-based diagnosis
Oral
Fri, 8 May, 14:00 - 16:00
Location: Room 122+123
Session Type: Oral
Track: Biomedical Signal and Image Processing [BI]
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Fri, 8 May, 14:00 - 14:20

BISP-L11.1: BRAINBLIP: BOOTSTRAPPING LANGUAGE-IMAGE PRETRAINING FROM MRI AND COGNITION ALIGNMENT TO DIAGNOSE MULTIPLE BRAIN DISORDERS
Chunzhi Zhao, Nanjing University of Aeronautics and Astronautics, China; Jing Sui, Rongtao Jiang, Beijing Normal University, China; Daoqiang Zhang, Shile Qi, Nanjing University of Aeronautics and Astronautics, China
Fri, 8 May, 14:20 - 14:40

BISP-L11.2: MEDCOREF: CO-TRAINING WITH PSEUDO-LABEL REFINEMENT FOR ROBUST MEDICAL IMAGE CLASSIFICATION
Shiming Guo, The University of Sydney, Australia; Yining Zhao, University of Technology Sydney, Australia; Haodong Chen, Chenghao Yang, Yang Wang, Ali Anaissi, The University of Sydney, Australia; Ali Braytee, University of Technology Sydney, Australia
Fri, 8 May, 14:40 - 15:00

BISP-L11.3: SALIENT DIAGNOSTIC VALUE PERCEPTION FOR PREOPERATIVE POSTERIOR FOSSA TUMOR DIAGNOSIS
Zheng Chen, University of Science and Technology of China; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, China; Peng Li, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, China; Zheyu Zhang, University of Science and Technology of China, China; Siying Wu, Jing Zhang, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, China; Cuiling Hu, Yunwei Ou, Beijing Tiantan Hospital, Capital Medical University, China; Xiaoyan Sun, University of Science and Technology of China; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, China
Fri, 8 May, 15:00 - 15:20

BISP-L11.4: Resource-Efficient Vision Transformers for Multi-Scale Chest X-Ray Analysis with Distillation, Compression, and Coresets
Shivam Vyas, Tushar Shinde, IIT Madras Zanzibar, Tanzania, United Republic of
Fri, 8 May, 15:20 - 15:40

BISP-L11.5: EHLM-Gen: Explicit Hierarchical And Localized Visual Context Modeling for Histopathology Report Generation
Chengxin Ye, Guangli Li, Shiying Zeng, East China Jiaotong University, China; Kaichun Hu, Zhejiang University, China; Jingqin Lv, Qingzhong Zhou, Hongbin Zhang, East China Jiaotong University, China
Fri, 8 May, 15:40 - 16:00

BISP-L11.6: ABNORMALITY-AWARE KNOWLEDGE GRAPH AND HIERARCHICAL CROSS-ATTENTION IN LLM FOR RADIOLOGY REPORT GENERATION
Tae Seong Eom, Byung Cheol Song, Inha University, Korea, Republic of