MammoInsight: Innovating Early Breast Cancer Detection through Artificial Intelligence

Abstract

The MammoInsight project aims to revolutionize the interpretation of digital mammographic images through the integration of artificial intelligence (AI) models. Facing the challenge of early and accurate breast cancer detection, this web platform seeks to overcome the subjectivity and heavy workload of specialists, significantly improving survival rates and accelerating the diagnostic process. Through the development and implementation of AI modules for the automatic categorization of breast density, the classification of mammograms, and the detection and segmentation of anomalies, this represents a crucial advancement in the diagnosis of breast pathologies and has a positive impact on the field of radiology and public health.