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Book

Artificial Neural Networks in Cancer Diagnosis, Prognosis, and Patient Management

Book

Artificial Neural Networks in Cancer Diagnosis, Prognosis, and Patient Management

DOI link for Artificial Neural Networks in Cancer Diagnosis, Prognosis, and Patient Management

Artificial Neural Networks in Cancer Diagnosis, Prognosis, and Patient Management book

Artificial Neural Networks in Cancer Diagnosis, Prognosis, and Patient Management

DOI link for Artificial Neural Networks in Cancer Diagnosis, Prognosis, and Patient Management

Artificial Neural Networks in Cancer Diagnosis, Prognosis, and Patient Management book

Edited ByRaouf N.G. Naguib, Gajanan V. Sherbet
Edition 1st Edition
First Published 2001
eBook Published 17 June 2019
Pub. Location Boca Raton
Imprint CRC Press
DOI https://doi.org/10.1201/9781420036381
Pages 216
eBook ISBN 9780429124747
Subjects Engineering & Technology, Medicine, Dentistry, Nursing & Allied Health
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Naguib, R.N.G., & Sherbet, G.V. (Eds.). (2001). Artificial Neural Networks in Cancer Diagnosis, Prognosis, and Patient Management (1st ed.). CRC Press. https://doi.org/10.1201/9781420036381

ABSTRACT

The potential value of artificial neural networks (ANN) as a predictor of malignancy has begun to receive increased recognition. Research and case studies can be found scattered throughout a multitude of journals. Artificial Neural Networks in Cancer Diagnosis, Prognosis, and Patient Management brings together the work of top researchers - primaril

TABLE OF CONTENTS

chapter Chapter 1|6 pages

Introduction to Artificial Neural Networks and Their Use in Cancer Diagnosis, Prognosis, and Patient Management §

ByR.N.G. Naguib, G.V. Sherbet

chapter Chapter 2|14 pages

Analysis of Molecular Prognostic Factors in Breast Cancer by Artificial Neural Networks

ByB. Angus, T.W.J. Lennard, R.N.G. Naguib, G.V. Sherbet

chapter Chapter 3|6 pages

Artificial Neural Approach to Analysing the Prognostic Significance of DNA Ploidy and Cell Cycle Distribution of Breast Cancer Aspirate Cells

ByR.N.G. Naguib, G.V. Sherbet

chapter Chapter 4|10 pages

Neural Networks for the Estimation of Prognosis in Lung Cancer

ByH. Esteva, M. Bellotti, A.M. Marchevsky

chapter Chapter 5|16 pages

The use of a Genetic Algorithm Neural Network (GANN) for Prognosis in Surgically Treated Nonsmall Cell Lung Cancer (NSCLC)

ByM.F. Jefferson, N. Pendleton, S.B. Lucas, M.A. Horan

chapter Chapter 6|18 pages

The Use of Machine Learning in Screening for Oral Cancer

ByP. M. Speight, P. Hammond

chapter Chapter 7|19 pages

Outcome Prediction of Oesophago-Gastric Cancer Using Neural Analysis of Pre- and Postoperative Parameters

ByJ. Wayman, S.M. Griffin

chapter Chapter 8|10 pages

Artificial Neural Networks in Urologic Oncology

ByT.H. Douglas, J.W. Moul

chapter Chapter 9|12 pages

Neural Networks in Urologic Oncology

ByC. Niederberger, D. Ridout

chapter Chapter 10|10 pages

Comparison of a Neural Network with High Sensitivity and Specificity to Free/total Serum PSA for Diagnosing Prostate Cancer in Men with a PSA < 4.0 ng/mL

ByT.A. Stamey, S.D. Barnhill, Z. Zhang, C.M. Yemoto, H. Zhang, K.R. Madyastha

chapter Chapter 11|8 pages

Artificial Neural Networks and Prognosis in Prostate Cancer

ByF.C. Hamdy

chapter Chapter 12|8 pages

Comparison Between Urologists and Artificial Neural Networks in Bladder Cancer Outcome Prediction §

ByK.N. Qureshi, J.K. Mellon

chapter Chapter 13|44 pages

A Probabilistic Neural Network Framework for the Detection of Malignant Melanoma

ByM. Hintz-Madsen, L.K. Hansen, J. Larsen, K.T. Drzewiecki
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