Identifying primary tumor site of origin for liver metastases via a combination of handcrafted and deep learning features.

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第一作者： Chuheng,Chen

第一单位： Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA.

作者： Chuheng,Chen ^[1] ; Cheng,Lu ^[1] ; Vidya,Viswanathan ^[2] ; Brandon,Maveal ^[3] ; Bhunesh,Maheshwari ^[3] ; Joseph,Willis ^[4] ; Anant,Madabhushi ^[5]

作者单位： Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA. ^[1] Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA. ^[2] Department of Pathology, University Hospitals Cleveland Medical Center and Case Western Reserve University, Cleveland, OH, USA. ^[3] Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA.;Department of Pathology, University Hospitals Cleveland Medical Center and Case Western Reserve University, Cleveland, OH, USA. ^[4] Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA.;Radiology and Imaging Sciences, Biomedical Informatics (BMI) and Pathology, Georgia Institute of Technology and Emory University, Atlanta, GA, USA.;Atlanta Veterans Administration Medical Center, Atlanta, GA, USA. ^[5]

关键词 deep learning digital pathology machine learning quantitative histomorphometric image analysis

主题词人类(Humans);试点项目(Pilot Projects);肝肿瘤(Liver Neoplasms);算法(Algorithms)

DOI 10.1002/cjp2.344

PMID 37822044

发布时间 2024-07-09

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The journal of pathology. Clinical research

2024年10卷1期

e344页

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Identifying primary tumor site of origin for liver metastases via a combination of handcrafted and deep learning features.

The journal of pathology. Clinical research

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The journal of pathology. Clinical research

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Identifying primary tumor site of origin for liver metastases via a combination of handcrafted and deep learning features.

The journal of pathology. Clinical research

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The journal of pathology. Clinical research

相关期刊

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