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AI-Driven Detection of Extranodal Extension Outperforms Radiologists in Predicting Outcomes for HPV-Positive Oropharyngeal Cancer
AIartificial intelligenceExtranodal Extension

AI-Driven Detection of Extranodal Extension Outperforms Radiologists in Predicting Outcomes for HPV-Positive Oropharyngeal Cancer

By MedXY|Feb 11, 2026

A single-center study demonstrates that an AI pipeline for CT-based lymph node segmentation and extranodal extension classification significantly improves prognostic accuracy for HPV-positive oropharyngeal cancer compared to traditional rad

Adjuvant Chemoradiotherapy Helps Patients with Major — Not Minor — Extranodal Extension in Oral Cavity SCC
newsAdjuvant ChemoradiotherapyExtranodal Extension

Adjuvant Chemoradiotherapy Helps Patients with Major — Not Minor — Extranodal Extension in Oral Cavity SCC

By MedXY|Nov 21, 2025

A multicenter cohort study shows adjuvant chemoradiotherapy improves disease-free and overall survival for oral cavity SCC patients with major extranodal extension (>2 mm) but provides no clear benefit for those with minor ENE (≤2 mm).

Evaluating Radiologic Extranodal Extension in HPV-Positive Oropharyngeal Cancer: Accuracy, Prognostic Value, and Clinical Implications from a Multinational Real-World Study
OncologyExtranodal Extensionprognostic biomarkers

Evaluating Radiologic Extranodal Extension in HPV-Positive Oropharyngeal Cancer: Accuracy, Prognostic Value, and Clinical Implications from a Multinational Real-World Study

By MedXY|Oct 22, 2025

This multinational real-world study reveals limited sensitivity and prognostic value of radiologic extranodal extension (iENE) in HPV-positive oropharyngeal cancer, highlighting the enhanced accuracy with combined CT and MRI and the need fo

Imaging-Detected Extranodal Extension as a Predictor of Distant Recurrence in HPV-Positive Oropharyngeal Cancer
newsExtranodal ExtensionHPV-positive oropharyngeal cancer

Imaging-Detected Extranodal Extension as a Predictor of Distant Recurrence in HPV-Positive Oropharyngeal Cancer

By MedXY|Oct 22, 2025

Imaging-based extranodal extension (iENE) in HPV-positive oropharyngeal cancer predicts higher rates of distant metastases and decreased progression-free survival, highlighting its prognostic significance and potential role in refining stag

Revising the TNM Classification for HPV-Associated Oropharyngeal Carcinoma: Improving Prognostic Stratification with Imaging-Detected Extranodal Extension
OncologyExtranodal ExtensionTNM staging

Revising the TNM Classification for HPV-Associated Oropharyngeal Carcinoma: Improving Prognostic Stratification with Imaging-Detected Extranodal Extension

By MedXY|Oct 22, 2025

A new clinical TNM staging proposal incorporating imaging-detected extranodal extension (iENE) refines prognostic accuracy in HPV-positive oropharyngeal carcinoma, aiding risk stratification and future treatment strategies.

Artificial Intelligence in Imaging-Based Extranodal Extension Detection: Advancing Prognostication in HPV-Positive Oropharyngeal Cancer
AIartificial intelligenceExtranodal Extension

Artificial Intelligence in Imaging-Based Extranodal Extension Detection: Advancing Prognostication in HPV-Positive Oropharyngeal Cancer

By MedXY|Oct 22, 2025

An AI-driven model accurately detects imaging-based extranodal extension in HPV-positive oropharyngeal cancer from CT scans, improving outcome prediction beyond expert radiologist assessments and identifying patients at higher risk of poore

Adjuvant Chemoradiotherapy in Oral Cavity SCC: Distinguishing Benefits Between Minor and Major Extranodal Extension
OncologyAdjuvant ChemoradiotherapyExtranodal Extension

Adjuvant Chemoradiotherapy in Oral Cavity SCC: Distinguishing Benefits Between Minor and Major Extranodal Extension

By MedXY|Oct 4, 2025

This multicenter study clarifies that adjuvant chemotherapy improves survival outcomes in oral cavity squamous cell carcinoma with major extranodal extension but offers no clear benefit in cases with minor extranodal extension.

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