The value of AI in the Diagnosis, Treatment, and Prognosis of Malignant Lung Cancer

The value of AI in the Diagnosis, Treatment, and Prognosis of Malignant Lung Cancer

Malignant tumors is a serious public health threat. Among them, lung cancer, which has the highest fatality rate globally, has significantly endangered human health. With the development of artificial intelligence (AI) and its integration with medicine, AI research in malignant lung tumors has becom...

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Veröffentlicht in:Frontiers in radiology 2022-05, Vol.2, p.810731-810731
Hauptverfasser: Wang, Yue, Cai, Haihua, Pu, Yongzhu, Li, Jindan, Yang, Fake, Yang, Conghui, Chen, Long, Hu, Zhanli
Format: Artikel
Sprache:eng
Schlagworte:
CAD
deep learning
lung cancer
Radiology
radiomics
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Zusammenfassung:Malignant tumors is a serious public health threat. Among them, lung cancer, which has the highest fatality rate globally, has significantly endangered human health. With the development of artificial intelligence (AI) and its integration with medicine, AI research in malignant lung tumors has become critical. This article reviews the value of CAD, computer neural network deep learning, radiomics, molecular biomarkers, and digital pathology for the diagnosis, treatment, and prognosis of malignant lung tumors.
ISSN:2673-8740
2673-8740
DOI:10.3389/fradi.2022.810731