Improving Early Prostate Cancer Detection Using Fragmentomics and Ensemble Machine Learning Models

In order to protect the health of the insured population, EsSalud Ica, through the “Prevenir” program of CAP II La Tinguiña, carried out medical evaluation and laboratory samples to more than 300 workers of the El Pedregal fund, with the aim of preventing metabolic diseases such as diabetes and arterial hypertension.Professional servicesDuring the day, hemoglobin, cholesterol, triglycerides, glucose and specific prostate antigen (PSA) tests were…

New cancer tests make early detection easier

Liquid biopsy offers a non-invasive way to detect cancer early, track treatment, and personalise care. AI and genetic testing improve accuracy. Latest Health Report

Improving Early Prostate Cancer Detection Using Fragmentomics and Ensemble Machine Learning Models

Prostate cancer (PCa) detection remains challenging when prostate-specific antigen (PSA) levels fall within the ambiguous 4–20 ng/mL range. This study aimed to develop a non-invasive, cost-effective method for early PCa detection using circulating tumor DNA (ctDNA) fragmentomic features....