early detection – Medxy AI

Evaluation of a Commercial Pediatric Sepsis Early Detection Alert in Emergency Departments: Efficacy, Equity, and Clinical Implications

By MedXY 10/19/2026

This review synthesizes evidence evaluating the Epic Pediatric Sepsis Early Detection Model (PESM), highlighting its low sensitivity for early sepsis identification, disparities in performance across demographics, and implications for clinical practice and future screening tool development.

Critical Care news Pediatrics

Unveiling Pre-Hospitalization Healthcare Encounters in Pediatric Sepsis: Opportunities for Early Detection and Intervention

By MedXY 09/27/2026

Over half of pediatric sepsis hospitalizations are preceded by healthcare visits within 7 days, highlighting a critical window for early sepsis recognition and intervention in children.

Gastroenterology news Oncology

Nationwide Dutch Study Reveals Limited Prior Endoscopic Surveillance in Barrett’s Esophagus-Related Dysplasia and Cancer Diagnosis

By MedXY 09/26/2026

In a large Dutch cohort, 90% of patients with Barrett’s esophagus-related dysplasia or cancer had no prior endoscopic surveillance, highlighting a critical gap in early detection and the need for evidence-based screening strategies.

AI news OB/GYN & Women’s Health

Harnessing Artificial Intelligence for Early Detection of Ovarian Cancer: Development and Validation of a Predictive Risk Model

By MedXY 08/31/2026

A novel AI-driven risk prediction model for ovarian cancer demonstrates high accuracy and potential to improve early detection in screening settings.

news Oncology Otorhinolaryngology

Advancing Early Detection of Nasopharyngeal Carcinoma: Evaluating the Novel Anti-BNLF2b Antibody Test

By MedXY 07/11/2026

This article critically appraises a multicenter study validating the Anti-BNLF2b antibody (P85-Ab) assay, highlighting its superior sensitivity and specificity for early nasopharyngeal carcinoma detection compared to established EBV-based biomarkers.

Gastroenterology Hematology-Oncology news

New EHR-Based Model PRIME Achieves 0.75 AUC in Predicting Pancreatic Cancer Risk Across 11 Million Patients

By MedXY 04/07/2026

Researchers developed PRIME, a parsimonious risk stratification model for pancreatic ductal adenocarcinoma using electronic health record data. Validated across US health systems and the UK Biobank, PRIME retained 19 predictors and achieved strong discrimination, enabling targeted early detection in high-risk populations.

Neurology news Psychiatry

Unlocking the Predictive Power of Plasma Biomarkers for Early Alzheimer’s Disease Detection

By MedXY 10/27/2025

This review evaluates recent evidence on plasma AD biomarkers, especially phosphorylated tau217 and amyloid PET, for predicting cognitive decline in unimpaired individuals, highlighting their potential and limitations.

Cardiology Dentistry Family Medicine & Nutrition Specialties

Understanding Oral Cancer: Risks, Symptoms, Treatments, and Prevention

By MedXY 09/09/2025

Explore the causes, warning signs, treatment options, and preventive strategies for oral cancer, a malignant tumor commonly affecting adults aged 40 to 60. Early detection significantly improves survival outcomes.

Clinical Updates news Oncology Pathology & Lab Medicine

Revolutionizing Early Detection of Pancreatic Cancer: A cfDNA Fragmentomics and Machine Learning Model

By MedXY 09/08/2025

A new cell-free DNA fragmentomics model combined with machine learning achieves high accuracy for early pancreatic cancer detection, potentially improving patient outcomes through timely intervention.

Family Medicine & Nutrition Medical News news Oncology Specialties

Understanding Breast Cancer Risk: Habits and Genetic Factors That Quietly Increase Danger

By MedXY 08/23/2025

Breast cancer is the most common cancer among women, with 90% of patients belonging to high-risk groups. This article explores five major risk factors, early detection strategies, and lifestyle changes crucial for prevention.