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Proceedings of Machine Learning Research|November 27, 2025
Balancing Interpretability and Flexibility in Modeling Diagnostic Trajectories with an Embedded Neural Hawkes Process ModelYuankang Zhao, Matthew M EngelhardCurrent Psychiatry Reports|August 15, 2019
The Many Channels of Screen Media Technology in ADHD: a Paradigm for Quantifying Distinct Risks and Potential BenefitsMatthew M Engelhard, Scott H KollinsProceedings of Machine Learning Research|November 27, 2025
Borrowing From the Future: Enhancing Early Risk Assessment through Contrastive LearningMinghui Sun, Matthew M Engelhard, Benjamin A GoldsteinNPJ Digital Medicine|March 21, 2020
Digital envirotyping: quantifying environmental determinants of health and behaviorMatthew M Engelhard, Jason A Oliver, F Joseph McClernonMultiple Sclerosis (Houndmills, Basingstoke, England)|August 21, 2016
Fatigue and fluid hydration status in multiple sclerosis: A hypothesisMolly C Cincotta, Matthew M Engelhard, Makela Stankey, et al.BMC Medical Informatics and Decision Making|July 25, 2024
Incorporating informatively collected laboratory data from EHR in clinical prediction modelsMinghui Sun, Matthew M Engelhard, Armando D Bedoya, et al.IEEE Journal of Biomedical and Health Informatics|August 18, 2025
Discrete Time Neural Network Models to address time-varying predictor importance: An illustration in predicting mortality over different time horizonsMufan Wang, Matthew M Engelhard, Patrick H Pun, et al.Gait & Posture|October 28, 2017
Real-world walking in multiple sclerosis: Separating capacity from behaviorMatthew M Engelhard, Stephen D Patek, John C Lach, et al.Proceedings of the Conference. Association for Computational Linguistics. Meeting|August 18, 2025
IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document SequencesFengnan Li, Elliot D Hill, Shu Jiang, et al.Advances in Neural Information Processing Systems|April 8, 2025
On Neural Networks as Infinite Tree-Structured Probabilistic Graphical ModelsBoyao Li, Alexander J Thomson, Houssam Nassif, et al.Pageof 5