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MCHM@MM 2024: Melbourne VIC, Australia
- Xuequan Lu, Wenxi Yue, Imran Razzak, Kun Hu, Jinglei Lv, Sen Zhang, Junhui Hou, Zhiyong Wang, Jiebo Luo, Wei Xiang:
Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine, MCHM 2024, Melbourne VIC, Australia, 28 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-1195-4 - Xuequan Lu
, Wenxi Yue
, Imran Razzak
, Kun Hu
, Jinglei Lv
, Sen Zhang
, Junhui Hou
, Zhiyong Wang
, Jiebo Luo
, Wei Xiang
:
MCHM '24: The 1st International Workshop on Multimedia Computing for Health and Medicine. 1 - Wei Chen
:
Unobtrusive Sensor Systems and Health Informatics. 2 - Luping Zhou
:
Automated Medical Report Generation and Visual Question Answering. 3-4 - Hamid Laga
:
Statistical 3D and 4D Shape Analysis: Theory and Applications in the Era of Generative AI. 5-6 - Hongqiu Wang
, Zhaohu Xing
, Weitong Wu
, Yijun Yang
, Qingqing Tang
, Meixia Zhang
, Yanwu Xu
, Lei Zhu
:
Non-Invasive to Invasive: Enhancing FFA Synthesis from CFP with a Benchmark Dataset and a Novel Network. 7-15 - Mingyu Sheng
, Jianan Fan
, Dongnan Liu
, Ron Kikinis
, Tom Weidong Cai
:
Revisiting Surgical Instrument Segmentation Without Human Intervention: A Graph Partitioning View. 16-25 - Md. Zahid Hasan
, Shahed Hossain
, Risul Islam Jim
, Abdullah Al-Mamun Bulbul
, Md. Tanvir Rahman
, Mohammad Ali Moni
:
EAH-Net: A Novel Ensemble Attention-Based Hybrid Architecture for Breast Cancer Diagnosis Utilizing Ultrasound Images. 26-34 - Lei Lyu
, Tongze Liu
, Chen Pang
, Jingping Qiao
:
MFS-Net: Multi-Stage Feature Fusion and Shape Fitting Network for Ultrasound Image Segmentation. 35-43 - Di Shao
, Xiao Liu
, Imran Razzak
, Nilmini Wickramasinghe
, Xuequan Lu
:
Contrastive Learning with Self-reconstruction for 3D Intracranial Aneurysm Detection. 44-52 - Yuxuan Chen
, Haoyan Yang
, Hengkai Pan
, Fardeen Siddiqui
, Antonio Verdone
, Qingyang Zhang
, Sumit Chopra
, Chen Zhao
, Yiqiu Shen
:
BURExtract-Llama: An LLM for Clinical Concept Extraction in Breast Ultrasound Reports. 53-58 - Wei Zhang
, Xi Jiang
, Shijie Zhao
, Ning Qiang
, Yu Bao
, Jinglei Lv
:
Deep Linear Matrix Approximate Reconstruction Reveals Reproducible Large-Scale Functional Connectivity Networks in the Human Brain. 59-63 - Zekang Yang
, Hong Liu
, Xiangdong Wang
:
A Multimodal Adaptive Cooperative Learning Framework for Cancer Survival Risk Prediction. 64-69 - Achhardeep Kaur
, Azadeh Noori Hoshyar
, Xiaoxia Wang
, Feng Xia
:
Beyond Deception: Exploiting Deepfake Technology for Ethical Innovation in Healthcare. 70-78 - Ereena Bagga
, Ang Yang
:
Real-Time Posture Monitoring and Risk Assessment for Manual Lifting Tasks Using MediaPipe and LSTM. 79-85
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