Label-Free, Noncontact Hyperspectral Imaging for Classification of Histologic Grade in Gross Specimens of Squamous Cell Carcinoma Using Deep Learning

Halicek M.; Dormer J.; Pham M.; Little J.; Chen A.; Myers L.; Sumer B.; Fei B.

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Label-Free, Noncontact Hyperspectral Imaging for Classification of Histologic Grade in Gross Specimens of Squamous Cell Carcinoma Using Deep Learning

机译：无标签，非接触高光谱成像，用于使用深度学习鳞状细胞癌的总标本中组织学等学分类的分类

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《Medical Physics》 |2019年第6期|共2页
作者
Halicek M.; Dormer J.; Pham M.; Little J.; Chen A.; Myers L.; Sumer B.; Fei B.;
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作者单位

Univ Texas Dallas Richardson TX 75083 USA;

Univ Texas Dallas Richardson TX 75083 USA;

Univ Texas Dallas Richardson TX 75083 USA;

Emory Univ Sch Med Atlanta GA USA;

Emory Univ Sch Med Atlanta GA USA;

Univ Texas Southwestern Med Ctr Dallas Dallas TX 75390 USA;

Univ Texas Southwestern Med Ctr Dallas Dallas TX 75390 USA;

Univ Texas Dallas Richardson TX 75083 USA;

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原文格式 PDF
正文语种 eng
中图分类基础医学;
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1. Label-Free, Noncontact Hyperspectral Imaging for Classification of Histologic Grade in Gross Specimens of Squamous Cell Carcinoma Using Deep Learning [J] . Halicek M., Dormer J., Pham M., Medical Physics . 2019,第6期

机译：无标签，非接触高光谱成像，用于使用深度学习鳞状细胞癌的总标本中组织学等学分类的分类
2. Classification of adeno carcinoma, high squamous intraephithelial lesion, and squamous cell carcinoma in Pap smear images based on extreme learning machine [J] . Andriyan Bayu Suksmono, Riries Rulaningtyas, Kuwat Triyana, Computer methods in biomechanics and biomedical engineering . 2021,第1a2期

机译：基于极端学习机的PAP涂片图像中腺癌腺癌，高鳞状上皮内病变和鳞状细胞癌的分类
3. The value of histological grading of biopsy and resection specimens in early stage oral squamous cell carcinomas [J] . Dik Eric A., Ipenburg Norbertus A., Kessler Peter A., Journal of Cranio-Maxillofacial Surgery . 2018,第6期

机译：早期口腔鳞状细胞癌活检和切除试样的组织学分级的价值
4. Hyperspectral Microscopic Imaging for Automatic Detection of Head and Neck Squamous Cell Carcinoma Using Histologic Image and Machine Learning [C] . Ling Ma, Martin Halicek, Ximing Zhou, Conference on Medical Imaging: Digital Pathology . 2020

机译：使用组织学图像和机器学习，高光谱微观成像用于自动检测头部和颈部鳞状细胞癌
5. A Deep Learning Architecture for Histology Image Classification [D] . Kao, Chia-Yu. 2018

机译：用于组织学图像分类的深度学习架构
6. Hyperspectral Imaging of Head and Neck Squamous Cell Carcinoma for Cancer Margin Detection in Surgical Specimens from 102 Patients Using Deep Learning [O] . Martin Halicek, James D. Dormer, James V. Little, 2019

机译：头颈部鳞状细胞癌的高光谱成像技术可用于102位使用深度学习的患者的手术标本中的癌旁检测
7. Hyperspectral Imaging of Head and Neck Squamous Cell Carcinoma for Cancer Margin Detection in Surgical Specimens from 102 Patients Using Deep Learning [O] . Martin Halicek, James D. Dormer, James V. Little, 2019

机译：102例利用深度学习的102例手术标本中癌症边缘检测的头部和颈部鳞状细胞癌的高光谱成像

Label-Free, Noncontact Hyperspectral Imaging for Classification of Histologic Grade in Gross Specimens of Squamous Cell Carcinoma Using Deep Learning

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