Connectionists: [CfP] International Workshop on Deep Learning for Biomedical Big Data Analysis (DL4BBDA) - IEEE Big Data

[Larbi Boubchir]

_[Apologies for multiple postings]_

The International Workshop on Deep Learning for Biomedical Big Data 
Analysis (DL4BBDA) will be held *online*, from 8 to 11 december 2025, in 
conjunction with the IEEE International Conference on Big Data (IEEE 
BigData 2025 <https://conferences.cis.um.edu.mo/ieeebigdata2025/>).

https://dl4bbda2025.sciencesconf.org/

*Overview*

Due to growing innovations in the biomedical research field, substantial 
huge volumes of data are generated needing to be explored, analyzed and 
processed using advanced algorithms and techniques. In artificial 
intelligence, Deep learning (DL) has received a great attention to solve 
difficult and complex problems in various domains. Its ability to train 
learning models for large-volume data as well as their performances 
compared to conventional machine learning algorithms, as made it a major 
asset. This workshop aims to present and discuss the recent advances in 
deep learning for biomedical data analysis and processing. It is an 
opportunity to bring together academic and industrial scientists to 
discuss recent advances.

*Topics of interest include, but are not limited to, the following:*

- DL for biomedical signal analysis and processing (e.g., EEG, EMG, ECG, 
EOG, …)
- DL for medical image analysis and processing (e.g., CT, MRI, fMRI, 
PET, SPECT, DTI, …)
- DL for diseases detection and diagnosis (e.g., Epileptic seizure, 
Alzheimer, Sleep disorders, …)
- DL for pandemics detection and forecasting
- DL for biometrics
- DL in biomedical engineering
- DL for health informatics (healthcare, e-health, m-health, telehealth, …)
- DL for brain-computer interfaces
- DL for neural rehabilitation engineering
- Generative AI in biomedical research
- Related applications

*Important Dates*

*Oct. 26, 2025* (11:59 pm CST): Due date for full workshop papers submission
Nov. 15, 2025: Notification of paper acceptance to authors
Nov. 23, 2025: Camera-ready of accepted papers
Dec 8-11, 2025: Workshops

*Paper submission*

- Please submit a full-length paper (up to 10 pages IEEE 2-column format 
including references) or a short-length paper (5 to 7 pages including 
references)  through the online submission system.
- Papers should be formatted to IEEE Computer Society Proceedings 
Manuscript Formatting Guidelines. See link to "formatting instructions" 
here : https://www.ieee.org/conferences/publishing/templates.html 
<https://www.ieee.org/conferences/publishing/templates.html>
- Electronic submissions in PDF format are required.
- All papers accepted for this workshop will be published in the 
Workshop Proceedings of IEEE Big Data Conference, made available in the 
IEEE eXplore digital library.

*Online Submission *

https://wi-lab.com/cyberchair/2025/bigdata25/scripts/submit.php?subarea=S48&undisplay_detail=1&wh=/cyberchair/2025/bigdata25/scripts/ws_submit.php 
<https://wi-lab.com/cyberchair/2025/bigdata25/scripts/submit.php?subarea=S48&undisplay_detail=1&wh=/cyberchair/2025/bigdata25/scripts/ws_submit.php>

*Contact*
Prof. Larbi Boubchir (/Workshop Chair/)
University of Paris 8, France
E-mail: larbi.boubchir at univ-paris8.fr

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