Classification of Esophageal Adenocarcinoma, Esophageal Squamous Cell Carcinoma, and Stomach Adenocarcinoma Based on Machine Learning Algorithms

Xiaoping Chen; Lihui Zheng; Jianqi Yao; Cheng-Fu Yang

doi:10.18494/sam.2021.3392

Classification of Esophageal Adenocarcinoma, Esophageal Squamous Cell Carcinoma, and Stomach Adenocarcinoma Based on Machine Learning Algorithms

Sensors and Materials ◽

10.18494/sam.2021.3392 ◽

2021 ◽

Vol 33 (8) ◽

pp. 2639

Author(s):

Xiaoping Chen ◽

Lihui Zheng ◽

Jianqi Yao ◽

Cheng-Fu Yang

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Esophageal Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Esophageal Adenocarcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Stomach Adenocarcinoma

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Review for "Comparison of machine learning algorithms for the prediction of five‐year survival in oral squamous cell carcinoma"

10.1111/jop.13135/v2/review1 ◽

2020 ◽

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Oral Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Machine Learning Algorithms

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Rapid identification of cervical adenocarcinoma and cervical squamous cell carcinoma tissue based on Raman spectroscopy combined with multiple machine learning algorithms

Photodiagnosis and Photodynamic Therapy ◽

10.1016/j.pdpdt.2020.102104 ◽

2021 ◽

Vol 33 ◽

pp. 102104

Author(s):

Huiting Zhang ◽

Chen Cheng ◽

Rui Gao ◽

Ziwei Yan ◽

Zhimin Zhu ◽

...

Keyword(s):

Machine Learning ◽

Raman Spectroscopy ◽

Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Cervical Squamous Cell Carcinoma ◽

Rapid Identification ◽

Machine Learning Algorithms ◽

Carcinoma Tissue

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Comparison of machine learning algorithms for the prediction of five‐year survival in oral squamous cell carcinoma

Journal of Oral Pathology and Medicine ◽

10.1111/jop.13135 ◽

2020 ◽

Author(s):

Huda Alkhadar ◽

Michaelina Macluskey ◽

Sharon White ◽

Ian Ellis ◽

Alexander Gardner

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Oral Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Machine Learning Algorithms

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Decision letter for "Comparison of machine learning algorithms for the prediction of five‐year survival in oral squamous cell carcinoma"

10.1111/jop.13135/v1/decision1 ◽

2020 ◽

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Oral Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Machine Learning Algorithms

Download Full-text

Decision letter for "Comparison of machine learning algorithms for the prediction of five‐year survival in oral squamous cell carcinoma"

10.1111/jop.13135/v2/decision1 ◽

2020 ◽

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Oral Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Machine Learning Algorithms

Download Full-text

Review for "Comparison of machine learning algorithms for the prediction of five‐year survival in oral squamous cell carcinoma"

10.1111/jop.13135/v1/review2 ◽

2020 ◽

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Oral Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Machine Learning Algorithms

Download Full-text

Review for "Comparison of machine learning algorithms for the prediction of five‐year survival in oral squamous cell carcinoma"

10.1111/jop.13135/v1/review1 ◽

2020 ◽

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Oral Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Machine Learning Algorithms

Download Full-text

Devising novel imaging biomarkers for Human Papillomavirus (HPV) status in oropharyngeal squamous cell carcinoma (OPSCC): applying radiomics and machine learning algorithms

10.1055/s-0040-1711024 ◽

2020 ◽

Author(s):

Stefan Philipp Haider ◽

A Mahajan ◽

T Zeevi ◽

R Forghani ◽

B Kann ◽

...

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Human Papillomavirus ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Oropharyngeal Squamous Cell Carcinoma ◽

Machine Learning Algorithms ◽

Imaging Biomarkers ◽

Hpv Status

Download Full-text

Author response for "Comparison of machine learning algorithms for the prediction of five‐year survival in oral squamous cell carcinoma"

10.1111/jop.13135/v2/response1 ◽

2020 ◽

Author(s):

Huda Alkhadar ◽

Michaelina Macluskey ◽

Sharon White ◽

Ian Ellis ◽

Alexander Gardner

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Oral Squamous Cell Carcinoma ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Author Response

Download Full-text

Devising novel imaging biomarkers for Human Papillomavirus (HPV) status in oropharyngeal squamous cell carcinoma (OPSCC): applying radiomics and machine learning algorithms

10.1055/s-0041-1727889 ◽

2021 ◽

Author(s):

SP Haider ◽

A Mahajan ◽

T Zeevi ◽

R Forghani ◽

BH. Kann ◽

...

Keyword(s):

Machine Learning ◽

Squamous Cell Carcinoma ◽

Human Papillomavirus ◽

Cell Carcinoma ◽

Squamous Cell ◽

Learning Algorithms ◽

Oropharyngeal Squamous Cell Carcinoma ◽

Machine Learning Algorithms ◽

Imaging Biomarkers ◽

Hpv Status

Download Full-text