Applications of Artificial intelligence in the assessment of breast imaging
Artificial intelligence helps doctors and researchers of diagnostic imaging through higher sensitivity and specificity in diagnosis, most importantly, by avoiding wrong positive and negative findings.The purpose of the article is to explain how to enhance 'diagnostic confidence' in imaging diagnosis of nipple lesions to tell the difference between benign and malignant lesions.The article presents the projects and the technology of the AI hybridization with the current mammography, MRI, and ultrasound devices.The development prospects and challenges, encompassing ethical and evolutionary considerations, along with validation and scaling issues, for solutions widely adopted in imaging diagnostics of highlighted breast lesions.
Authors
- Agnieszka Waszczuk
- Anna Tokarska
- Joanna Rybak
- Aleksandra Arnista
- Mateusz Świątko
- Katarzyna Gawrońska
- Piotr Łapiński
- Marcin Grzebyk (ORCID: https://orcid.org/0000-0002-7647-1226)
- Paweł Sosnowski
- Aleksandra Kołodziejczyk
Publication Details
- Journal
- Medical Science
- Published
- 2025-05-30
- DOI
- https://doi.org/10.54905/disssi.v29i158.e69ms3574
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00