Research Catalog

Title

Artificial neural networks in cancer diagnosis, prognosis, and patient management / edited by Raouf N.G. Naguib, Gajanan V. Sherbet.

Publication

Boca Raton : CRC Press, 2001.

Items in the Library & Off-site

Details

Additional Authors

• Naguib, Raouf N. G.
• Sherbet, G. V. (Gajanan V.)

Description

187 p. : ill. (some col.); 26 cm.

Series Statement

Biomedical engineering series

Uniform Title

Biomedical engineering series (Boca Raton, Fla.)

Subject

• Neoplasms > diagnosis
• Diagnosis, Computer-Assisted
• Neoplasms > therapy
• Neural Networks (Computer)
• Prognosis

Bibliography (note)

• Includes bibliographical references and index.

Contents

• Ch. 1. Introduction to Artificial Neural Networks and Their Use in Cancer Diagnosis, Prognosis, and Patient Management / R. N. G. Naguib and G. V. Sherbet -- Ch. 2. Analysis of Molecular Prognostic Factors in Breast Cancer by Artificial Neural Networks / B. Angus, T. W. J. Lennard and R. N. G. Naguib / [et al.] -- Ch. 3. Artificial Neural Approach to Analysing the Prognostic Significance of DNA Ploidy and Cell Cycle Distribution of Breast Cancer Aspirate Cells / R. N. G. Naguib and G. V. Sherbet -- Ch. 4. Neural Networks for the Estimation of Prognosis in Lung Cancer / H. Esteva, M. Bellotti and A. M. Marchevsky -- Ch. 5. The Use of a Genetic Algorithms Neural Network (GANN) for Prognosis in Surgically Treated Nonsmall Cell Lung Cancer (NSCLC) / M. F. Jefferson, N. Pendleton and S. B. Lucas / [et al.] -- Ch. 6. The Use of Machine Learning the Screening for Oral Cancer / P. M. Speight and P. Hammond --
• Ch. 7. Outcome Prediction of Oesophago-Gastric Cancer Using Neural Analysis of Pre- and Postoperative Parameters / J. Wayman and S. M. Griffin -- Ch. 8. Artificial Neural Networks in Urologic Oncology / T. H. Douglas and J. W. Monl -- Ch. 9. Neural Networks in Urologic Oncology / C. Niederberger and D. Ridout -- Ch. 10. Comparison of a Neural Network with High Sensitivity and Specificity of Free/Total Serum PSA for Diagnosing Prostate Cancer in Men with a PSA < 4.0 ng/mL / T. A. Stamey, S. D. Barnhill and Z. Zhang / [et al.] -- Ch. 11. Artificial Neural Networks and Prognosis in Prostate Cancer / F. C. Hamdy -- Ch. 12. Comparison between Urologists and Artificial Neural Networks in Bladder Cancer Outcome Prediction / K. N. Qureshi and J. K. Mellon -- Ch. 13. A Probabilistic Neural Network Framework for the Detection of Malignant Melanoma / M. Hintz-Madsen, L. K. Hansen and J. Larsen / [et al.].

ISBN

0849396921 (alk. paper)

LCCN

2001025509

OCLC

• ocm46402503
• SCSB-4791025

Owning Institutions

Columbia University Libraries