Dynamically Adaptive Deformable Feature Fusion for Medical Imaging
Jalali, A. et al. (2025). "Dynamically Adaptive Deformable Feature Fusion for Medical Imaging." Engineering Applications of Artificial Intelligence.
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- GitHub University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- GitHub University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- GitHub University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Adaptive Metadata-Guided Supervised Contrastive Learning for Epilepsy Detection
Jalali, A. et al. (2025). "Adaptive Metadata-Guided Supervised Contrastive Learning for Epilepsy Detection." IEEE Journal of Biomedical and Health Informatics.
Learnable Feature Alignment with Attention-Based Data Augmentation for Medical Time Series
Jalali, A. et al. (2024). "Learnable Feature Alignment with Attention-Based Data Augmentation for Medical Time Series." Applied Soft Computing.
Talks
AI Pipelines for Epilepsy Detection: From MRI to Clinical Decision Support
Invited Talk at Queen's University, Centre for Neuroscience Studies, Kingston, Ontario, Canada
Hierarchical Time-Series Representation Learning for Medical AI
Conference Talk at International Conference on Medical AI, Seoul, South Korea
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Teaching
Service and leadership
- Currently signed in to 43 different slack teams