Portable noninvasive technologies for early breast cancer detection: A systematic review

乳腺癌 计算机科学 癌症 医学 医学物理学 数据科学 内科学
作者
Shadrack O. Aboagye,John Hunt,Graham Ball,Yang Wei
出处
期刊:Computers in Biology and Medicine [Elsevier BV]
卷期号:182: 109219-109219 被引量:12
标识
DOI:10.1016/j.compbiomed.2024.109219
摘要

Breast cancer remains a leading cause of cancer mortality worldwide, with early detection crucial for improving outcomes. This systematic review evaluates recent advances in portable non-invasive technologies for early breast cancer detection, assessing their methods, performance, and potential for clinical implementation. A comprehensive literature search was conducted across major databases for relevant studies published between 2015 and 2024. Data on technology types, detection methods, and diagnostic performance were extracted and synthesized from 41 included studies. The review examined microwave imaging, electrical impedance tomography (EIT), thermography, bioimpedance spectroscopy (BIS), and pressure sensing technologies. Microwave imaging and EIT showed the most promise, with some studies reporting sensitivities and specificities over 90 %. However, most technologies are still in early stages of development with limited large-scale clinical validation. These innovations could complement existing gold standards, potentially improving screening rates and outcomes, especially in underserved populations, whiles decreasing screening waiting times in developed countries. Further research is therefore needed to validate their clinical efficacy, address implementation challenges, and assess their impact on patient outcomes before widespread adoption can be recommended.
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