ICME'24 Special Session 

Multimedia Computing for Health 

15-19 July 2024 | Niagara Falls, ON, Canada 

Scope

In healthcare, an immense amount of data is being generated by distributed sensors and cameras, as well as multi-modal digital health platforms that support multimedia, such as audio, video, image, 3D geometry, and textThe availability of data from medical devices and digital record systems has greatly increased the potential for automated diagnosis. The past several years have witnessed an explosion of interest, and a dizzyingly fast development, in computer aided medical investigations using MRI, CTXrays, images, point clouds etc.

This special session focuses on various computing techniques (including mobile solutions and hardware solutions) for multimedia data in health.

Topics of Interest (not limited to) 

• Developing better deep learning based debugging methods and tools

• Intelligent medical and health systems

• Novel theories and methods of deep learning for medical imaging

• Pandemic (e.g., COVID-19) management with deep learning

• Health and medical behavior analytics with deep learning

• Dealing with the vulnerability to adversarial examples

• Medical visual question and answering

• Un-/semi-/weakly/fully supervised medical data (text, images etc)

• Graph learning on medical data (text, images etc)

• Generating diagnostic reports from medical images

• Fewer Labels in clinical informatics

• Summarization of clinical information

• Knowledge transfer and domain adaptation under various health environments

• Multimodal medical image analysis

• Medical image registration

• Organ and lesion segmentation/detection

• Image classification with MRI/CT/PET etc

• Medical image enhancement/denoising

• Learning robust medical image representation with noisy annotation

• Predicting clinical outcomes from multimodal medical data

• Anomaly detection in medical images

• Active Learning and Life-long Learning

• User/patient psychometric modeling from video, image, audio, and text

Important Dates

Paper Submissions：30-Dec-23 (extended and final) 

Acceptance Notification：12-Mar-24

Portal for Submission:

https://cmt3.research.microsoft.com/ICME2024

Organizers 

Xuequan Lu,  La Trobe University 

Imran Razzak, University of New South Wales

Feng Xia, RMIT University

Bin Sheng, Shanghai Jiao Tong University

Nilmini Wickramasinghe, La Trobe University