Automatic evaluation of tumor budding in immunohistochemically stained colorectal carcinomas and correlation to clinical outcome

Autor: Hanaa Al-ahmdi, Cord Langner, Susanne Melchers, Timo Gaiser, Cleo-Aron Weis, Marion J. Pollheimer, Jakob Nikolas Kather
Jazyk: angličtina
Rok vydání: 2018
Předmět:
0301 basic medicine
Male
Pathology
Colorectal cancer
Tumor budding
Machine Learning
0302 clinical medicine
610 Medical sciences Medicine
Cell Movement
Cluster Analysis
Observer Variation
Budding
Tissue microarray
General Medicine
Prognosis
Immunohistochemistry
Colorectal carcinoma
030220 oncology & carcinogenesis
Keratins
Female
Colorectal Neoplasms
lcsh:RB1-214
medicine.medical_specialty
Histology
Convolutional neural network
TNM staging system
Biology
Pathology and Forensic Medicine
03 medical and health sciences
Image processing
Predictive Value of Tests
Image Interpretation
Computer-Assisted
lcsh:Pathology
medicine
Biomarkers
Tumor
Cell Adhesion
Humans
Digital pathology
Neoplasm Invasiveness
Aged
Automation
Laboratory
Research
Reproducibility of Results
medicine.disease
Hierarchical clustering
030104 developmental biology
Tissue Array Analysis
Neural Networks
Computer
Zdroj: Diagnostic Pathology
Diagnostic Pathology, Vol 13, Iss 1, Pp 1-12 (2018)
Popis: Background Tumor budding, meaning a detachment of tumor cells at the invasion front of colorectal carcinoma (CRC) into single cells or clusters (
Databáze: OpenAIRE
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