A Comprehensive Review of Artificial Intelligence Applications in Prostate CancerI.

EasyChair Preprint 15346

Abstract

This comprehensive review explores the applications of artificial intelligence (AI) in prostate cancer management, emphasizing its impact on early detection, treatment personalization, and patient monitoring. Prostate cancer remains a prevalent malignancy, making advancements in diagnostic and therapeutic strategies essential. The review outlines the methodologies used in the selection of relevant studies and discusses various AI technologies, including machine learning and deep learning, highlighting their roles in enhancing imaging analysis, biomarker evaluation, and histopathology. Despite the promising applications, the review also addresses challenges such as data quality, ethical considerations, and integration into clinical practice. Future directions for research are proposed, focusing on innovations in AI, collaborative approaches in oncology, and the necessity for rigorous validation and regulatory frameworks. Overall, this review underscores the potential of AI to significantly improve patient outcomes in prostate cancer care while identifying critical areas for further exploration and development.

Keyphrases: AI technologies, Methodologies, rigorous validation

@booklet{EasyChair:15346,
  author    = {Victor Victor Niyi and George Christopher and Jolly Kehinde},
  title     = {A Comprehensive Review of Artificial Intelligence Applications in Prostate CancerI.},
  howpublished = {EasyChair Preprint 15346},
  year      = {EasyChair, 2024}}