References

1. CJ Lapedis et al., "Knowledge and worry following review of standard vs patient-centered pathology reports," JAMA, 333, 8 (2025). PMID: 39745765.
2. S Bhalla et al., "Contemporary trends in reviewing test results through the electronic patient portal among patients with cancer," JAMA Oncol, 10, 1 (2024). PMID: 38032648.
3. K Ruder, "Running your lab results by ChatGPT? Here is what to keep in mind," NPR Shots (2025). Available at https://www.npr.org/sections/shots-health-news/2025/09/11/nx-s1-5537067/ai-medicine-privacy-test-results
4. M Presiado et al., "Health misinformation tracking poll: artificial intelligence and health information," KFF (20240 Available at https://www.kff.org/public-opinion/kff-health-misinformation-tracking-poll-artificial-intelligence-and-health-information/
5. P Prucker et al., "A prospective controlled trial of large language model-based simplification of oncologic CT reports for patients with cancer," Radiology, 317, 2 (2025). PMID: 41251553.
6. J Naidu et al., "Large language models in radiologist-patient communication: a narrative review for clinical practice," Cureus, 18, 1 (2026). PMID: 41728578.
7. H Armitage, "AI tool assists doctors in sharing lab results," Stanford Medicine News (2025). Available at https://med.stanford.edu/news/all-news/2025/01/ai-test-results.html
8. Quest Diagnostics, "Quest Diagnostics introduces AI Companion to help patients understand and act on lab test results," press release, March 2, 2026. Available at https://ir.questdiagnostics.com/press-releases/press-release-details/2026/Quest-Diagnostics-Introduces-AI-Companion-to-Help-Patients-Understand-and-Act-on-Lab-Test-Results/default.aspx
9. College of American Pathologists, "Cancer protocol templates: cancer reporting and biomarker reporting protocols," Q2 2026 release, 17 June 2026. Available at https://www.cap.org/protocols-and-guidelines/cancer-protocols/current-cancer-protocols/
10. AL Booth et al., "Please help me see the dragon I am slaying: implementation of a novel patient-pathologist consultation program and survey of patient experience," Arch Pathol Lab Med, 143, 7 (2019). PMID:30398913.
11. E Shachar et al., "Pathology consultation clinic for patients with cancer: meeting the clinician behind the microscope," JCO Oncol Pract, 17, 10 (2021). PMID: 33797957.
12. C Lapedis et al., "The patient-pathologist consultation program: a mixed-methods study of interest and motivations in cancer patients," Arch Pathol Lab Med, 144, 4 (2020). PMID: 31429605.
13. SE Bergholtz et al., "A mixed-methods study of clinicians' attitudes toward pathology explanation clinics," Am J Clin Pathol, 159, 5 (2023). PMID: 36821476.
14. H Bristow, "Pathology clinics: bringing the lab out of the basement," The Pathologist (2026). Available at https://thepathologist.com/issues/2026/articles/january/pathology-clinics-bringing-the-lab-out-of-the-basement/
15. American Society for Clinical Pathology, "ASCP deepens commitment to pathologist workforce development," press release, September 11, 2025. Available at https://www.ascp.org/news/news-details/2025/09/11/ascp-deepens-commitment-to-pathologist-workforce-development?srsltid=AfmBOoptJ48DIsub9BeZ_WDQqjGCktfoUiId4rfXJcXdZ7TpwYKOm587
16. Artera, "Artera receives US FDA De Novo marketing authorization for AI-digital pathology software," press release, August 13, 2025. Available at https://artera.ai/news/artera-receives-u-s-fda-de-novo-marketing-authorization-for-ai-digital-pathology-software-revolutionizing-prostate-cancer-care