24. DIAGNOSIS TREE FOR PROSTATE CANCER IN MEN OVER 50 YEARS OF DEVELOPMENT AT MEDIC MEDICAL CENTER
Main Article Content
Abstract
Introduction: Prostate cancer diagnosis (PCa) has potential for improvement through algorithms combining clinical and paraclinical information. This study aims to develop a PCa diagnostic tree based on data from men over 50 with biopsy indications.
Methods: A cross-sectional study was conducted at the MEDIC Medical Center from 2020 to 2023. Retrospective records of men ≥50 with lower urinary tract symptoms and biopsy indications were analyzed. Patients who were indicated for biopsy due to suspected PCa via digital rectal examination (DRE) or tPSA≥4ng/ml according to Vietnam Ministry of Health guidelines were selected, excluding cases with concurrent other cancers.
Results: The diagnostic tree based on tPSA, DRE, TRUS achieved stable performance on both training and internal validation sets with sensitivity over 90%, specificity over 70%, positive predictive value over 70%, negative predictive value over 95%, and accuracy over 80%. ư
Conclusion: The developed diagnostic tree ensures reliability and practical applicability in clinical settings. Furthermore, TRUS makes a greater contribution than MRI in the diagnostic tree of PCa, and the simultaneous use of TRUS and MRI may not be necessary.
Article Details
Keywords
Cây phân loại và hồi quy, chẩn đoán, ung thư, tuyến tiền liệt, MEDIC
References
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