publications

2025

  1. device_smartphone.png
    Exploring Smartphone-based Spectrophotometry for Vitamin B12 Quantification
    Andrew Balch, Maria Cardei, and Afsaneh Doryab
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Dec 2025
    PDF
  2. rhythms_imwut.png
    Biobehavioral Rhythms in Everyday Life: Data and Models for Capturing Cyclic Behavior in Naturalistic Settings
    Chong Zhao*, Maria Cardei*, Matthew Clark*, and 2 more authors
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Nov 2025
    * Equal contribution for the first three authors
    PDF
  3. DMbench.png
    DM-Bench: Benchmarking LLMS for Personalized Decision Making in Diabetes Management
    Maria Cardei, Josephine Lamp, Mark Derdzinski, and 1 more author
    arXiv preprint arXiv:2510.00038v2, Oct 2025
    PDF
  4. micro.png
    Towards an Accessible, Noninvasive Micronutrient Status Assessment Method: A Comprehensive Review of Existing Techniques
    Andrew Balch, Maria Cardei, Sibylle Kranz, and 1 more author
    ACM Transactions on Computing for Healthcare, Jun 2025
    PDF
  5. VTRL_arxiv.png
    Factorized Deep Q-Network for Cooperative Multi-Agent Reinforcement Learning in Victim Tagging
    Maria Cardei, and Afsaneh Doryab
    arXiv preprint arXiv:2503.00684, Mar 2025
    PDF

2024

  1. cowalking_arxiv.png
    Pairwise Spatiotemporal Partial Trajectory Matching for Co-Movement Analysis
    Maria Cardei, Sabit Ahmed, Gretchen Chapman, and 1 more author
    arXiv preprint arXiv:2412.02879, Dec 2024
    PDF
  2. case_img.png
    Practical Heuristics for Victim Tagging During a Mass Casualty Incident Emergency Medical Response
    Maria Cardei, and Afsaneh Doryab
    In 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE) , Aug 2024
    PDF
  3. ICCPS_MCI_abstract_image.png
    Multi-Agent System for Optimizing Victim Tagging in Human/Autonomous Responder Teams (Abstract)
    Maria Cardei, and Afsaneh Doryab
    In 2024 ACM/IEEE 15th International Conference on Cyber-Physical Systems (ICCPS) , Jul 2024
    PDF
  4. photo.jpg
    Deep neural networks for wearable sensor-based activity recognition in Parkinsons disease: investigating generalizability and model complexity
    Shelly Davidashvilly, Maria Cardei, Murtadha Hssayeni, and 2 more authors
    BioMedical Engineering OnLine, Feb 2024
    PDF