Establishment and assessment of an early screening model for cervical cancer based on single-cell Raman spectroscopy combined with machine learning algorithms

Establishment and assessment of an early screening model for cervical cancer based on single-cell Raman spectroscopy combined with machine learning algorithms

Objective To establish an early screening model for cervical cancer based on single-cell Raman spectroscopy (SCRS) combined with machine learning algorithms, and to assess the performance of the model. Methods Cervical exfoliated cell samples were collected from 128 patients who were treated in our...

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Bibliographic Details
Main Author: MA Dongmei, ZHAO Wenjie, LIU Shihai, XU Haicang, CAI Duo, JI Yuetong, XU Jian, GUO Cancan, MA Bo, PAN Huazheng
Format: Article
Language:zho
Published: Editorial Office of Journal of Precision Medicine 2025-08-01
Series:精准医学杂志
Subjects:
uterine cervical neoplasms|single-cell analysis|spectrum analysis, raman|machine learning|algorithms|early detection of cancer
Online Access:https://jpmed.qdu.edu.cn/fileup/2096-529X/PDF/1754471584044-1741177256.pdf
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https://jpmed.qdu.edu.cn/fileup/2096-529X/PDF/1754471584044-1741177256.pdf

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