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Computer-Aided Cytogenic Method of Cancer Diagnosis [Hardback]

  • Formāts: Hardback, 303 pages, height x width: 180x260 mm, weight: 724 g, Illustrations
  • Izdošanas datums: 01-May-2006
  • Izdevniecība: Nova Science Publishers Inc
  • ISBN-10: 159454882X
  • ISBN-13: 9781594548826
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  • Hardback
  • Cena: 215,96 €
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  • Formāts: Hardback, 303 pages, height x width: 180x260 mm, weight: 724 g, Illustrations
  • Izdošanas datums: 01-May-2006
  • Izdevniecība: Nova Science Publishers Inc
  • ISBN-10: 159454882X
  • ISBN-13: 9781594548826
Citas grāmatas par šo tēmu:
The noninvasive cytogenetic method of cancer diagnosis, according to the authors (whose credentials are not given), employs "mathematical/statistical techniques of pattern recognition and state of the art results in oncomorphology and cytometry to identify malignancy-associated DNA changes in patient's buccal epithelium, which occur in the presence of breast cancer and cancer of the thyroid gland." After reviewing the problem associated with conventional methods of noninvasive diagnosis for early diagnosis, they turn to problems associated with cytogenetic diagnosis of malignant neoplasms, particularly the malignancy-associated DNA changes that occur in the nuclei of cells of buccal epithelium, and present the materials and methodology of cytogenetic diagnosis. They then introduce the mathematical and statistical basis for the algorithm used in their methodology. Finally, they present results justifying the validity of the method and provide quantitative estimates of malignancy-associated DNA changes for fibroadenomatosis and breast cancer, adenocarcinoma of the thyroid gland, nodular goiter, and autoimmune thyroiditis. Annotation ©2007 Book News, Inc., Portland, OR (booknews.com)
Preface ix
Acknowledgement xi
Part
1. Introduction
1(4)
Part
2. Biomedical Background of Cytogenetic Diagnostic Method in Oncology
5(40)
Morphological Properties of Buccal Epithelium and their Changes under Pathological Processes
7(8)
Structural Organization of Genetic Material in Interphase Nuclei
15(8)
Computer-Aided Diagnosis of Tumors: Principles and Techniques
23(22)
Part
3. Statistical and Geometrical Methods of Pattern Recognition in the Diagnosis of Cancer
45(190)
Lattice Model of the Theory of Probability
47(20)
Random Values and the Main Inequalities in the Theory of Probability
67(20)
General Population and Sampling Method
87(4)
Elements of Variational Statistics
91(26)
A Generalization of the Bernoulli Model Occurring in Order Statistics
117(24)
Nonparametric Population Equivalence Test Based on Proximity Measure Between Samples
141(20)
Statistical Tests in the Theory of Pattern Recognition
161(40)
Confidence Limits for Unknown Probability and Statistical Tests
201(18)
Pattern Recognition with the Help of Quadratic Discriminant Functions
219(16)
Part
4. Differential Diagnosis of Malignant Neoplasms and Benign Processes, Based on Malignancy-Associated Changes of DNA in the Nuclei of Buccal Epitheliocytes
235(60)
Statistical Investigation of Malignancy Associated Changes in Buccal Epithelium in the Case of Breast Cancer
237(16)
Computer-Aided Diagnosis of Breast Cancer Based on Analysis of Malignancy Associated Changes in Buccal Epithelium
253(18)
Diagnosis of Breast Cancer by the Modified Nearest Neighbor Recognition Method
271(6)
Cancer Diagnostic Method Based on Pattern Recognition of DNA Changes in Buccal Epithelium in the Pathology of the Thyroid and Mammary Glands
277(18)
Index 295