Applications and Challenges of Artificial Intelligence in Early Diagnosis and Precise Treatment of Lung Cancer
The incidence and mortality of lung cancer are extremely high, and the 5-year survival rate of patients after diagnosis is less than 20%; as such, early screening and intervention are important. However, doctors are overwhelmed with a large workload of CT scan review in a short period of time and sh...
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Magazine House of Cancer Research on Prevention and Treatment
2024-12-01
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| Series: | Zhongliu Fangzhi Yanjiu |
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| Online Access: | http://www.zlfzyj.com/cn/article/doi/10.3971/j.issn.1000-8578.2024.24.0755 |
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| _version_ | 1850054607265333248 |
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| author | Shouyu ZHANG Bojiang CHEN Weimin LI |
| author_facet | Shouyu ZHANG Bojiang CHEN Weimin LI |
| author_sort | Shouyu ZHANG |
| collection | DOAJ |
| description | The incidence and mortality of lung cancer are extremely high, and the 5-year survival rate of patients after diagnosis is less than 20%; as such, early screening and intervention are important. However, doctors are overwhelmed with a large workload of CT scan review in a short period of time and should ensure that the rate of missed diagnosis and misdiagnosis is low. Artificial intelligence can assist doctors in early diagnosis and precise treatment of lung cancer, but this technology has problems. This paper reviews the application of artificial intelligence in the prediction of benign and malignant lung nodules, pathology, gene mutation, intervention scheme, treatment response, and prognosis and presents the corresponding challenges. |
| format | Article |
| id | doaj-art-d0f5cb45a3044dcfa7f1e4eb450c002c |
| institution | DOAJ |
| issn | 1000-8578 |
| language | zho |
| publishDate | 2024-12-01 |
| publisher | Magazine House of Cancer Research on Prevention and Treatment |
| record_format | Article |
| series | Zhongliu Fangzhi Yanjiu |
| spelling | doaj-art-d0f5cb45a3044dcfa7f1e4eb450c002c2025-08-20T02:52:12ZzhoMagazine House of Cancer Research on Prevention and TreatmentZhongliu Fangzhi Yanjiu1000-85782024-12-0151121000100610.3971/j.issn.1000-8578.2024.24.075520240755Applications and Challenges of Artificial Intelligence in Early Diagnosis and Precise Treatment of Lung CancerShouyu ZHANG0Bojiang CHEN1Weimin LI2Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu 610041, ChinaDepartment of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu 610041, ChinaDepartment of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu 610041, ChinaThe incidence and mortality of lung cancer are extremely high, and the 5-year survival rate of patients after diagnosis is less than 20%; as such, early screening and intervention are important. However, doctors are overwhelmed with a large workload of CT scan review in a short period of time and should ensure that the rate of missed diagnosis and misdiagnosis is low. Artificial intelligence can assist doctors in early diagnosis and precise treatment of lung cancer, but this technology has problems. This paper reviews the application of artificial intelligence in the prediction of benign and malignant lung nodules, pathology, gene mutation, intervention scheme, treatment response, and prognosis and presents the corresponding challenges.http://www.zlfzyj.com/cn/article/doi/10.3971/j.issn.1000-8578.2024.24.0755artificial intelligencediagnosis and treatmentapplicationschallenges |
| spellingShingle | Shouyu ZHANG Bojiang CHEN Weimin LI Applications and Challenges of Artificial Intelligence in Early Diagnosis and Precise Treatment of Lung Cancer Zhongliu Fangzhi Yanjiu artificial intelligence diagnosis and treatment applications challenges |
| title | Applications and Challenges of Artificial Intelligence in Early Diagnosis and Precise Treatment of Lung Cancer |
| title_full | Applications and Challenges of Artificial Intelligence in Early Diagnosis and Precise Treatment of Lung Cancer |
| title_fullStr | Applications and Challenges of Artificial Intelligence in Early Diagnosis and Precise Treatment of Lung Cancer |
| title_full_unstemmed | Applications and Challenges of Artificial Intelligence in Early Diagnosis and Precise Treatment of Lung Cancer |
| title_short | Applications and Challenges of Artificial Intelligence in Early Diagnosis and Precise Treatment of Lung Cancer |
| title_sort | applications and challenges of artificial intelligence in early diagnosis and precise treatment of lung cancer |
| topic | artificial intelligence diagnosis and treatment applications challenges |
| url | http://www.zlfzyj.com/cn/article/doi/10.3971/j.issn.1000-8578.2024.24.0755 |
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