The Role of Artificial Intelligence in Personalized Medicine through Advanced Imaging

Опубликована: Авг. 22, 2024

This paper discusses the application of artificial intelligence in imaging omics, especially cancer research. Imaging omics enables detailed analysis spatial and temporal heterogeneity tumours through high-throughput extraction quantitative features from medical images such as MRI, PET, CT. focuses on applying PARKS systems to automate recognition, segmentation, image features, significantly enhancing capabilities clinical decision support (CDSS). The future direction is establish a robust network infrastructure for radiology Medication-led Health care (RLHC) facilitate development personalised treatment protocols, improve diagnostic accuracy, prognosis assessment, recommendations by uploading shared database comparing them with historical images.

Язык: Английский

Enhancing Media Convergence with Artificial Intelligence to Stabilize Financial Markets

Опубликована: Янв. 14, 2025

This study explores the application of artificial intelligence (AI) technology in media convergence, focusing on how AI is driving deep integration and financial markets through big data analytics, AIGC (AI-generated content), intelligent communication technologies. Ai-driven sentiment analysis fake news detection tools effectively solve problem information asymmetry spread false market promote stability transparency. Through personalized recommendations communication, provides users with a more accurate content experience improves user engagement satisfaction. In addition, rapid development ecology has promoted intellectualization dissemination public opinion analysis, providing forward-looking support for decision-making.

Язык: Английский

Exploring Material Selection and Applications for Embedded Carbon Reduction in the Built Environment

SSRN Electronic Journal, Год журнала: 2025, Номер unknown

Опубликована: Янв. 1, 2025

Язык: Английский