Shay Freger

No ORCID on file · 3 papers in corpus · active 2021-2026

Study types

  • other 1
  • preprint 1
  • review 1

Condition tags

  • endometriosis 3
preprint 2026
Who Fails Where? LLM and Human Error Patterns in Endometriosis Ultrasound Report Extraction
·doi:10.48550/arxiv.2601.09053

In this study, we evaluate a locally-deployed large-language model (LLM) to convert unstructured endometriosis transvaginal ultrasound (eTVUS) scan reports into structured data for imaging informatics workflows. Across 49 eTVUS reports, we …

other 2025
The Development and Validation of a Patient Questionnaire Tool for the Assessment of Patient-Reported Experiences With Endometriosis Ultrasound
Journal of obstetrics and gynaecology Canada : JOGC = Journal d'obstetrique et gynecologie du Canada : JOGC ·doi:10.1016/j.jogc.2024.102760

OBJECTIVES: Endometriosis ultrasound is an accurate, cost-effective, and non-invasive diagnostic tool that can help improve the diagnostic delay that patients with endometriosis experience. As an emerging diagnostic method, the perspectives…

review 2021
Exosomes and their cargo are important regulators of cell function in endometriosis
Reproductive biomedicine online ·doi:10.1016/j.rbmo.2021.05.022