A contemporary review of breast cancer risk factors and the role of artificial intelligence

Orietta Nicolis, Denisse De Los Angeles, Carla Taramasco

Producción científica: Contribución a una revistaArtículo de revisiónrevisión exhaustiva

1 Cita (Scopus)

Resumen

Background: Breast cancer continues to be a significant global health issue, necessitating advancements in prevention and early detection strategies. This review aims to assess and synthesize research conducted from 2020 to the present, focusing on breast cancer risk factors, including genetic, lifestyle, and environmental aspects, as well as the innovative role of artificial intelligence (AI) in prediction and diagnostics. Methods: A comprehensive literature search, covering studies from 2020 to the present, was conducted to evaluate the diversity of breast cancer risk factors and the latest advances in Artificial Intelligence (AI) in this field. The review prioritized high-quality peer-reviewed research articles and meta-analyses. Results: Our analysis reveals a complex interplay of genetic, lifestyle, and environmental risk factors for breast cancer, with significant variability across different populations. Furthermore, AI has emerged as a promising tool in enhancing the accuracy of breast cancer risk prediction and the personalization of prevention strategies. Conclusion: The review highlights the necessity for personalized breast cancer prevention and detection approaches that account for individual risk factor profiles. It underscores the potential of AI to revolutionize these strategies, offering clear recommendations for future research directions and clinical practice improvements.

Idioma originalInglés
Número de artículo1356014
PublicaciónFrontiers in Oncology
Volumen14
DOI
EstadoPublicada - 2024

Áreas temáticas de ASJC Scopus

  • Oncología
  • Investigación sobre el cáncer

Huella

Profundice en los temas de investigación de 'A contemporary review of breast cancer risk factors and the role of artificial intelligence'. En conjunto forman una huella única.

Citar esto