BISP-P15.3
FreqMIL: Frequency-Aware Mamba Multi-Instance Learning for Acute Leukemia Typing
Zhaoyi Ye, Wuhan University, China; Liye Mei, Hubei University of Technology, China; Jionghong Li, Yueyun Weng, Wuhan University, China; Hui Shen, FuLing Zhou, Zhongnan Hospital of Wuhan University, China; Cheng Lei, Wuhan University, China
Session:
BISP-P15: Applications and Emerging Methods in biomedical signal and image processing III Poster
Track:
Biomedical Signal and Image Processing [BI]
Location:
Poster Area 14
Presentation Time:
Wed, 6 May, 14:00 - 16:00
Presentation
Discussion
Resources
No resources available.
Session BISP-P15
BISP-P15.1: A NOVEL METHOD FOR SLEEP STAGE CLASSIFICATION BASED ON CROSS ATTENTION WITH DISSIMILARITY
Honggang Liu, Fudan University, China; Wei Yu, Jiangnan University, China; Weidong Yang, Fudan University, China; Jinlong Yang, Jiangnan University, China
BISP-P15.2: MDF: A MODEL DISPATCHING FRAMEWORK WITH NOISE-ESTIMATOR-CENTRIC EXPERTS FOR ROBUST BIOSIGNAL CLASSIFICATION
Zhengyang Miao, Xidong Wu, Liping Xie, Northeast University, China
BISP-P15.3: FreqMIL: Frequency-Aware Mamba Multi-Instance Learning for Acute Leukemia Typing
Zhaoyi Ye, Wuhan University, China; Liye Mei, Hubei University of Technology, China; Jionghong Li, Yueyun Weng, Wuhan University, China; Hui Shen, FuLing Zhou, Zhongnan Hospital of Wuhan University, China; Cheng Lei, Wuhan University, China
BISP-P15.4: PC-MCL: PATIENT-CONSISTENT MULTI-CYCLE LEARNING WITH MULTI-LABEL BIAS CORRECTION FOR RESPIRATORY SOUND CLASSIFICATION
Seung Gyu Jeong, Seong-Eun Kim, Seoul National University of Science and Technology, Korea, Republic of
BISP-P15.5: LLM-ENHANCED MULTIMODAL FUSION OF VOCS, BLOOD BIOMARKERS, AND CLINICAL TEXT FOR LUNG CANCER SCREENING
Xianrui Zhang, Long Zhang, Peng Cheng Laboratory, China; Min Yang, School of Mechanical and Electrical Engineering, Shenzhen Polytechnic University, China; Yawen Zhang, Peng Cheng Laboratory, China; Boshi Duan, Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital，Chinese Academy of Medical Sciences & Peking Union Medical College, China; Wei Ren, Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong; Haofei Wang, Peng Cheng Laboratory, China
BISP-P15.6: EMG-to-Speech with Fewer Channels
Injune Hwang, Jaejun Lee, Kyogu Lee, Seoul National University, Korea, Republic of
BISP-P15.7: GACTodyNet: A Sleep Staging Network Based on Graph Attention Contrastive Learning and Temporal Dynamic Graph Network
Shiqi Liu, China Academy of Engineering Physics, China; Xiaoying Wang, North China Electric Power University, China; Xuemei Yang, Shanghai Jiao Tong University, China; Yuting Zhou, Shanghai Zhangjiang Institute of Mathematics, China; Junping Yin, Beijing Institute of Applied Physics and Computational Mathematics, China
BISP-P15.8: Zero-Shot Long-Term Multi-Animal Tracking Based on SAM
Xiao-Yue Wang, Sanhang Institute for Brain Science and Technology (SiBST), Xi’an 710129, China, China; Yuzhe Zhong, Lanjing Wang, Institute of Flexible Electronics (IFE) & Frontiers Science Center for Flexible Electronics, Northwestern Polytechnical University, Xi’an, Shaanxi, China., China; Zhenda Yu, China Mobile Group Shandong Co., Ltd, China; Yu-Hang Li, Miao-Miao Zhong, Xiu-Wen Deng, Shuangchan Wu, Sanhang Institute for Brain Science and Technology (SiBST), Xi’an 710129, China, China; Haitao Yang, Institute of Flexible Electronics (IFE) & Frontiers Science Center for Flexible Electronics, Northwestern Polytechnical University, Xi’an, Shaanxi, China. Henan Institute of Flexible Electronics (HIFE), Zhengzhou, Henan, China., China; Jun Chen, Sanhang Institute for Brain Science and Technology (SiBST), Xi’an 710129, China, China
BISP-P15.9: A VIDEO PERSPECTIVE ON ELECTROCARDIOGRAMS: ATTENTION-BASED SPATIOTEMPORAL MODELING
Cunnan Wei, Yanjie Lu, Hangzhou Dianzi University, China; Hong Sun, Jiaxing University, China; Fried-Michael Dahlweid, Dedalus Healthcare, Italy; Guodao Zhang, Jiyong Zhang, Hangzhou Dianzi University, China; Bin Lin, Xiaojun Ji, Wenzhou Central Hospital, China
BISP-P15.10: MMRQA: SIGNAL-ENHANCED MULTIMODAL LARGE LANGUAGE MODELS FOR MRI QUALITY ASSESSMENT
Fankai Jia, Daisong Gan, Zhe Zhang, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China; Zhaochi Wen, ShanghaiTech University, China; Chenchen Dan, Southern University of Science and Technology, China; Dong Liang, Haifeng Wang, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China
Contacts