Rapid diagnosis of lung cancer and glioma based on serum Raman spectroscopy combined with deep learning

Author:

Chen Chen12,Wu Wei3,Chen Cheng12ORCID,Chen Fangfang1,Dong Xiaogang4,Ma Mingrui5,Yan Ziwei12,Lv Xiaoyi23ORCID,Ma Yuhua67,Zhu Min78

Affiliation:

1. College of Information Science and Engineering Xinjiang University Urumqi China

2. Key Laboratory of Signal Detection and Processing Xinjiang University Urumqi China

3. College of Software Xinjiang University Urumqi China

4. Department of Hepatobiliary and Pancreatic Surgery Tumor Hospital of Xinjiang Uygur Autonomous Region Urumqi China

5. Department of Information Management Tumor Hospital of Xinjiang Uygur Autonomous Region Urumqi China

6. Tongji University Shanghai China

7. Department of Pathology Karamay Central Hospital of XinJiang Karamay Karamay China

8. Department of Oncology Dongfang Hospital Affiliated to Tongji University Shanghai China

Funder

National Natural Science Foundation of China

Publisher

Wiley

Subject

Spectroscopy,General Materials Science

Reference48 articles.

1. Latest global cancer data: Cancer burden rises to 19.3 million new cases and 10.0 million cancer deaths in 2020. Retrieved Dec 16 2020 https://www.iarc.fr/fr/news-events/latest-global-cancer-data-cancer-burden-rises-to-19-3-million-new-cases-and-10-0-million-cancer-deaths-in-2020/

2. The molecular biology of lung cancer brain metastasis: an overview of current comprehensions and future perspectives

3. Brain metastases as the first symptom of lung cancer: a clinical study from an Asian medical center

4. The incidence and mortality of major cancers in China, 2012

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