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Advancing Colorectal Cancer Diagnostics from Barium Enema to AI-Assisted Colonoscopy
Dumitru-Dragos Chitca1, Valentin Popescu1,2, Anca Dumitrescu3
1General Surgery Clinic, Colentina Clinical Hospital, 020125 Bucharest, Romania.
Artificial intelligence (AI)-assisted colonoscopy improves colorectal cancer (CRC) detection over traditional methods. A hybrid approach combining AI endoscopy and liquid biopsy will enhance early diagnosis and patient outcomes.
Area of Science:
- Oncology
- Medical Imaging
- Artificial Intelligence
Background:
- Colorectal cancer (CRC) poses a significant global health challenge.
- Traditional CRC screening methods are being superseded by advanced diagnostics.
- Continuous innovation in diagnostic tools is crucial for effective CRC management.
Purpose of the Study:
- To review the evolution of colorectal cancer diagnostic tools.
- To compare conventional, endoscopic, liquid biopsy, and AI-assisted imaging techniques.
- To assess the clinical utility, cost-effectiveness, and integration of these methods.
Main Methods:
- Comprehensive literature search of PubMed, Medline, and Scopus databases.
- Inclusion of studies evaluating diagnostic accuracy, sensitivity, specificity, and clinical outcomes.
- Focus on endoscopic advancements, liquid biopsy, and AI-assisted imaging for CRC detection.
Main Results:
- AI-assisted colonoscopy shows higher adenoma detection rates (ADR) and reduced variability.
- AI colonoscopy offers a cost-effective alternative to liquid biopsy in high-volume settings.
- Liquid biopsy is valuable for surveillance but remains costly for initial screening.
Conclusions:
- The future of CRC diagnostics involves a hybrid model integrating AI endoscopy and liquid biopsy.
- This integrated approach promises to revolutionize early detection, risk stratification, and personalized treatment.
- Enhanced diagnostic precision and efficiency are expected to improve patient outcomes.
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