Number of images in each dataset.

<div><p>Compared with histological examination of lung cancer, cytology is less invasive and provides better preservation of complete morphology and detail. However, traditional cytological diagnosis requires an experienced pathologist to evaluate all sections individually under a micros...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Qingyang Wang (460264) (author)
مؤلفون آخرون:	Yazhi Luo (20648632) (author), Ying Zhao (16546) (author), Shuhao Wang (4637881) (author), Yiru Niu (11141535) (author), Jinxi Di (20648635) (author), Jia Guo (156736) (author), Guorong Lan (20648638) (author), Lei Yang (102719) (author), Yu Shan Mao (20648641) (author), Yuan Tu (11231151) (author), Dingrong Zhong (740693) (author), Pei Zhang (232846) (author)
منشور في:	2025
الموضوعات:	Medicine Cell Biology Biotechnology Cancer Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified xlink "> compared provides better preservation low interobserver consistency deep neural networks pulmonary lesions based model &# 8217 intraoperative cytological segmentation mean pixel accuracy pixel level mean intersection yolov8 algorithm test set strongly correlated sections individually proposed method pathologist diagnoses model predictions model achieved microscopic images make clinical lung cancer level decisions less invasive initial diagnosis impressive speed histological examination gold standard experienced pathologist detection model deemed suitable consuming process complete morphology automated recognition
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Number of images in each dataset.

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