3 papers
cs.AI2026
SNOMED CT Concept Recommendation from Masked Clinical Context
Ali Noori
Standardizing clinical language to SNOMED CT supports interoperability, analytics, and reusable phenotyping, but concept recommendation remains difficult when relevant concepts are…
cs.CL2025
Semantic Analysis of SNOMED CT Concept Co-occurrences in Clinical Documentation using MIMIC-IV
Ali Noori, Somya Mohanty, Prashanti Manda
Clinical notes contain rich clinical narratives but their unstructured format poses challenges for large-scale analysis. Standardized terminologies such as SNOMED CT improve intero…
cs.CL2025
Automated SNOMED CT Concept Annotation in Clinical Text Using Bi-GRU Neural Networks
Ali Noori, Pratik Devkota, Somya Mohanty +1
Automated annotation of clinical text with standardized medical concepts is critical for enabling structured data extraction and decision support. SNOMED CT provides a rich ontolog…