Publications by authors named "Hunter S Robinson"

Article Synopsis
  • The study aimed to evaluate how well ChatGPT can interpret medical imaging in urology, focusing on its strengths and weaknesses as a diagnostic tool in healthcare.
  • Using cases from Radiopaedia.com, ChatGPT analyzed CT and MRI images to provide ranked differential diagnoses, assessing its accuracy with and without organ-specific guidance.
  • Results showed that while ChatGPT had low initial accuracy in diagnosing conditions, it improved significantly with organ guidance, indicating that the AI can enhance medical imaging diagnostics when given clear direction and more data.
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Background: Recognizing the limitations of prostate-specific antigen (PSA) screening and the morbidity of prostate biopsies, several blood- and urine-based biomarkers have been proposed for pre-biopsy risk stratification. These assays aim to reduce the frequency of unnecessary biopsies (i.e.

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Importance: Benefits of prostate cancer (PCa) screening with prostate-specific antigen (PSA) alone are largely offset by excess negative biopsies and overdetection of indolent cancers resulting from the poor specificity of PSA for high-grade PCa (ie, grade group [GG] 2 or greater).

Objective: To develop a multiplex urinary panel for high-grade PCa and validate its external performance relative to current guideline-endorsed biomarkers.

Design, Setting, And Participants: RNA sequencing analysis of 58 724 genes identified 54 markers of PCa, including 17 markers uniquely overexpressed by high-grade cancers.

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