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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…