Big data refers to enormous amount of information that can do wonders. The last decades have witnessed the special interest of researchers working in different domains due to the extraordinary potential concealed in big data. Numerous public and private organizations create, store and analyze big data in pursuit of improving the services they provide. In healthcare, big data is observed from various avenues such as hospital records, patients medical records, medical examinations reports and sophisticated devices that are usually part of internet of things. In contrast, biomedical research community also generates substantial amount of big data relevant to public healthcare. This data needs to be properly managed and analyzed in order to extract and utilize meaningful information else it resembles with finding a straw from haystack. However, there are diverse defiance linked with each step of handling big data and can only be exceeded by utilizing high-end computing solutions for big data analysis. Therefore, healthcare providers must be completely equipped with necessary infrastructure for generating and analyzing big data to provide relevant solutions to improve public health. A coherent management, analysis and visualization of big data can make a difference by opening contemporary avenues in modern healthcare.
The intent of this workshop is to bring together researchers,
practitioners, and scientific communities to report and discuss the common challenges, advancements and opportunities of big data in healthcare. The workshop will focus on all relevant aspects of big data in health care. Example topics of interest include, but are not limited, to the following:
⊳ Novel big data based frameworks for healthcare systems
⊳ Predictive analysis and modelling in healthcare systems
⊳ Big data for disease diagnosis
⊳ Big data for electronic health records
⊳ Big data for biomedical informatics
⊳ Behavioral and clinical big data
⊳ Cloud/grid/stream computing for big data
⊳ High performance/parallel computing platforms for big data
⊳ Security and privacy in healthcare systems
⊳ Complex big data applications in medicine and healthcare
⊳ Machine and deep learning for healthcare
⊳ Health Analytics and Informatics
⊳ Digital health and Precision Medicine
⊳ Novel developments and applications of virtual reality (VR), augmented reality (AR) and
extended reality (XR) in healthcare, including, surgery, mental health, pain management,
psychological and physical therapy.
⊳ Submission Deadline: May 27, 2024
⊳ Notification to Author: June 8, 2024
⊳ Camera-ready Deadline: July 17, 2024
⊳ Workshop: TBA
For Author Instructions, please consult the main conference webpage for workshop papers, at: https://sites.google.com/view/mipr2024/calls/paper-submission-instructions?authuser=0
For Submissions, please use the following link and select your track as BDH24: https://cmt3.research.microsoft.com/MIPR2024
List of Accepted Papers:
Paper ID
Title
136
Improving Machine Learning-based Activity Type Prediction from Time-Series EEG Data
142
Patient 3D Data Visualisation with AR-based Interactive Technology for Brain MRI
144
Big Data and Bigger Moral Dilemmas: Ethical Concerns of Data in Healthcare
145
A Clustering-based Sequence Variants Analysis Method for Electronic Medical Records of Multimedical Institutions
146
Privacy-Preserving Disease Prediction with Secure Data Deduplication on Untrusted Cloud Servers
147
Understanding eGFR Trajectories and Kidney Function Decline via Large Multimodal Models
148
Self-Monitoring the Mental-Health State of a Focused Population with Multiple Self-Questionnaires and Sentiment Descriptions
Your camera-ready version of the accepted papers must be submitted using the
IEEE MIPR 2024 Camera-Ready Paper Submission System:
https://sites.google.com/view/mipr2024/services/camera-ready-instructions
• DO NOT submit your camera ready to the CMT system!
• Please carefully follow all the steps provided on the Author Kit page to prepare and submit your paper. Please pay special attention to the page limits (6 pages + 1 page for references) and formatting instructions.
• You must submit the copyright release form as instructed.
• The deadline to submit the camera-ready (and the copyright form) is June 17,2024.
The Workshop is in conjunction with IEEE MIPR 2024, please see there for
registration options. The registration instructions will announce at:
https://sites.google.com/view/mipr2024/services/registration
• Each accepted paper must have at least one author registered at a FULL,non-student/non-life-member rate.
• BDH/MIPR requires that each accepted paper be presented by one author physically at the conference site. Failure to do so will result in the removal of your paper from the conference proceedings.
If you require a visa letter, please fill out the visa letter request form at
https://forms.gle/PFM1oUNz9U1bmQYj9
• Please send an email to Dr. Xiaoliang Wang (xiaoliang.wang@oswego.edu) to notify him of your form completion and visa request.
