Last Updated: 09/26/2026
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Found 31 publications
Phenotypic Diversity in Multiple Sclerosis Can Be Represented by Four Additive Symptom Modules.
Journal: Brain sciences
Published: June 11, 2026
Distinct Regulatory DNA Methylation Signatures Across Multiple Sclerosis, Neuromyelitis Optica, and Neurological Post-Acute Sequelae of COVID-19.
Journal: Journal of clinical medicine
Published: May 08, 2026
Note-Level Phenotyping of Multiple-Sclerosis Notes by a Large Language Model Achieves near Human-Level Agreement.
Journal: Journal of clinical medicine
Published: April 14, 2026
Editorial: The digitalization of neurology-volume II.
Journal: Frontiers in digital health
Published: February 08, 2026
Reframing ontology fact acquisition during large language model fine-tuning as a time-to-event process.
Journal: Frontiers in artificial intelligence
Published: February 06, 2026
From memorization to generalization: fine-tuning large language models for biomedical term-to-identifier normalization.
Journal: Frontiers in digital health
Published: January 08, 2026
REMOTE: A Framework to Create Fast Healthcare Interoperability Resources (FHIR) from Unstructured Clinical Data.
Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: December 03, 2025
Large language models for neurology: a mini review.
Journal: Frontiers in digital health
Published: October 26, 2025
A Large Language Model Outperforms Other Computational Approaches to the High-Throughput Phenotyping of Physician Notes.
Journal: AMIA ... Annual Symposium proceedings. AMIA Symposium
Published: May 26, 2025
A formal explanation space for the simultaneous clustering of neurologic diseases based on their signs and symptoms.
Journal: BMC medical informatics and decision making
Published: April 10, 2025
High Throughput Phenotyping of Physician Notes with Large Language and Hybrid NLP Models.
Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: March 05, 2025
A simplified retriever to improve accuracy of phenotype normalizations by large language models.
Journal: Frontiers in digital health
Published: September 11, 2024
Last Updated: 09/26/2026