Skip to content
Review Open access

A COMPREHENSIVE EVALUATION OF BREAST CANCER DETECTION AND DIAGNOSTIC METHODS: TRADITIONAL AND EMERGING TECHNOLOGIES

2026 · International journal of medical laboratory research · Vol 11, pp. 01-14 · 0 citations

TL;DR

No single modality is universally optimal for breast cancer detection, and a risk-stratified, personalised screening approach is recommended, with DBT as preferred standard for average-risk populations and MRI for high-risk individuals.

Abstract

ABSTRACT: Background: Breast cancer is the most frequently diagnosed malignancy in women worldwide, with over 2.3 million new cases annually. Despite advances in treatment, early detection remains the primary determinant of survival. Objective: To systematically evaluate the diagnostic performance of Digital Mammography (DM), Digital Breast Tomosynthesis (DBT), Ultrasound, MRI, Contrast-Enhanced Mammography (CEM), and AI-assisted imaging for breast cancer detection in women aged 30–70 years. Methods: A PRISMA-compliant systematic review of peer-reviewed literature (2010–2024) was conducted. Studies sourced from PubMed/MEDLINE, Cochrane Library, Embase, and Scopus. QUADAS-2 was applied for quality assessment. Outcome measures: cancer detection rate (CDR), sensitivity, specificity, stage at diagnosis, and recall rate. Results: Of 142 included studies (>4.2 million examinations), DBT demonstrated superior CDR (4.0–6.5/1000; 95% CI: 3.7–6.9) over DM (3.4–5.0/1000; 95% CI: 3.1–5.4) with lower recall rates. MRI achieved the highest sensitivity (90–99%) but lowest specificity (72–89%). CEM and AI-assisted imaging showed clinically promising performance, though evidence remains emerging. Conclusion: No single modality is universally optimal. A risk-stratified, personalised screening approach is recommended, with DBT as preferred standard for average-risk populations and MRI for high-risk individuals. Future prospective trials should address equity, AI validation, and access.

Read PDF

Similar papers

Review Open access Sep 2026

Comparative Evaluation of Digital Breast Tomosynthesis and Contrast-Enhanced Mammography in Breast Cancer Screening

Background: Breast cancer remains a leading cause of cancer-related mortality and is the most frequent cancer diagnosed in women globally. Early detection by imaging screening is crucial to reducing disease-specific mortality and improve treatment outcomes. The traditional screening modality for many years has been con...

R. Rupali, Mamta Verma · 0 citations
Open access Sep 2026

An Explainable AI Protocol for Early Detection of Malignancy in BIRADS 0 Mammography Studies

Background: The global shift towards value-based, preventive healthcare requires diagnostic strategies that are accurate, patient-centered, and resource-efficient. Breast cancer remains [1] the most prevalent cancer in women worldwide, making effective screening a public health priority. While mammography is a corners...

Ainhoa Osa-Sanchez, Paulina Carcamo-Ibarra, B. Garcia-Zapirain · 0 citations
Sep 2026

Diagnostic accuracy of iBreastExam and clinical breast examination using mammography and ultrasonography as standards: a single-centre study in North India.

BACKGROUND Breast cancer remains the leading cause of cancer-related mortality among women. The high mortality rate is due to late detection, low awareness, inadequate screening programs, and limited access to diagnostic and treatment options. OBJECTIVES Aim is to evaluate the diagnostic performance of iBreastExam (i...

Meenakshi Khapre, A. M, Farhanul Huda et al. · 0 citations
Review Open access Sep 2026

CONTRAST-ENHANCED MAMMOGRAPHY VERSUS ABBREVIATED BREAST MRI IN INTERMEDIATE-RISK BREAST CANCER SCREENING: A SYSTEMATIC REVIEW OF DIAGNOSTIC EFFICACY, ECONOMICS, AND CLINICAL UTILITY

While abMRI remains the benchmark for pure vascular sensitivity, CEM provides an operationally agile, cost-effective alternative that bridges functional vascular imaging with conventional anatomical resolution that offers compelling diagnostic benefits for intermediate-risk screening.

S. Al-Harthi, Huda Bandar Al-Anzi · 0 citations
Review Open access Sep 2026

The young breast cancer patient: A tertiary institution’s experience

Bimodal BI-RADS assessment showed high concordance with histopathological diagnosis in females aged ≤ 40 years with biopsy-confirmed BC, supporting the use of combined mammography and ultrasound for evaluating suspicious breast lesions in this setting.

Yvonne K. Ruhinda-Radebe, M. Joffe, O. Ayeni et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.