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Montefiore Einstein Comprehensive Cancer Center

Rank #231 · 4 unique linked submissions.

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A Retrospective Study Protocol Benchmarking Natural Language Processing and Computer Vision Models for Named Entity Recognition In Prostate Cancer: Extracting Staging, Histology, and Biomarker Data from Clinical Text (HL7 FHIR mCODE)

Approximately 80% of clinically actionable oncology data remains siloed in unstructured formats, including clinical narratives and pathology reports. This study validates an end-to-end Natural Language Processing (NLP) pipeline for extracting oncological Name...

Sandeepan Ganguly, MSBrian Shen, MS
Clinical Trials Specialty Program