Application of neural networks to the classification of pancreatic intraductal proliferative lesions

Analytical Cellular Pathology

Volumn 23, Issue 3-4, 2001, Pages 129-136

  Okon, Krzysztof ^a   Tomaszewska, Romana ^b   Nowak, Krystyna ^a   Stachura, Jerzy ^b  

^a JAGIELLONIAN UNIVERSITY   (Poland)

^b JAGIELLONIAN UNIVERSITY MEDICAL COLLEGE   (Poland)

Author keywords

Chromatin; Classification; Hyperplasia; Image processing; Neural networks; Pancreatic duct

Indexed keywords

ADULT; ALGORITHM; ANALYTIC METHOD; ARTICLE; CAMERA; CANCER CLASSIFICATION; CANCER DIAGNOSIS; CANCER GRADING; CELL NUCLEUS; CHROMATIN STRUCTURE; CHRONIC PANCREATITIS; CLINICAL ARTICLE; COMPUTER PROGRAM; CONTROLLED STUDY; DIAGNOSTIC ERROR; FEMALE; HUMAN; HUMAN TISSUE; IMAGE ANALYSIS; MALE; MICROCOMPUTER; MICROSCOPE; NERVE CELL NETWORK; PANCREAS CARCINOMA; PANCREAS DUCT; PANCREAS ISLET CELL HYPERPLASIA; PANCREAS RESECTION; PRIORITY JOURNAL; SIMULATOR; SURFACE PROPERTY;

EID: 0035741189     PISSN: 09218912     EISSN: None     Source Type: Journal    
DOI: 10.1155/2001/657268     Document Type: Article

References (19)

1. Automation in the objective analysis of prostate lesions
2. Morphological lesions associated with human primary invasive nonendocrine pancreas cancer
3. Discrimination between dysplastic and malignant epithelium in ampulla of Vater based on quantitative image cytometric data
4. Neural net-based identification of cells expressing the p300 tumor-related antigen using fluorescence image analysis
5. Comparative study of artificial neural networks in the discrimination between benign from malignant gastric cells
6. Potential of the back propagation neural network in the discrimination of benign from malignant gastric cells
7. Neural network application in the discrimination of benign from malignant gastric cells
8. Evaluation of esophageal cytology using a neural net-based interactive scanning system (the PAPNET system): Its possible role in screening for esophageal and gastric carcinoma
9. Relation of pancreatic duct hyperplasia to carcinoma
10. Classification of astrocytomas and malignant astrocytomas by principal components analysis and a neural net
11. Application of multivariate, fuzzy set and neural network analysis in quantitative cytological examinations
12. HER-2/neu expression as a progression marker in pancreatic intraepithelial neoplasia
13. Proliferation index and karyometric features of pancreatic intraepithelial proliferative lesions