Dear colleagues,
We are excited to invite you to submit your research and participate in the upcoming Machine Learning for Cognitive and Mental Health (CMH) Workshop at AAAI 2024.
Topics of Interest
This workshop encourages and promotes research efforts towards more inclusive multimodal technologies for CMH applications and tools to assess those methods. We invite papers which focus on the topics of interest (but is not limited to):
- Datasets and benchmarks (e.g. speech, videos, EEG, fMRI, wearable sensors) for CMH
- Multi-task learning for CMH
- Multimodal or cross-modal learning for CMH combining modules such as imaging, language, speech, videos, genomic data, spatial-temporal data, EHR records
- Evaluation and analysis of models for CMH
- Interpretability of ML models for CMH
- Bias and fairness of ML models for CMH
- Multilingual machine learning for CMH
- CMH disease classification and prediction
- CMH biomarkers for measuring response to treatments
- CMH disease model-building and clinical decision support
- Distributed and federated learning for CMH applications
Submission Details
We are inviting submission of short papers (4 pages) or long papers (8 pages). Deadline for paper submission is November 24th, 2023. Use a paper template from AAAI 2024 Author Kit and submit your work through OpenReview: https://openreview.net/group?id=AAAI.org/2024/Workshop/ML4CMH
To register for the workshop, please visit the AAAI 2024 website: https://aaai.org/aaai-conference/registration/
Early registration opens in December, 2023, and there is a registration fee.
We look forward to your contributions and participation in this exciting workshop. For more information and submission instructions, please visit the workshop website here: https://winterlightlabs.github.io/ml4cmh2024/
You can also follow us on twitter: https://twitter.com/ML4CMH
If you have any questions, feel free to contact the workshop organizers at MML4CMH [at] googlegroups.com