K. Woods

Computer Science · Physical Sciences

11h-index1.6kcitations25works0.02yr avg
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Research Topics

AI in cancer detection(15), Neural Networks and Applications(4), Image Retrieval and Classification Techniques(4), Fuzzy Logic and Control Systems(3), Gene expression and cancer classification(3)

Publications25 total

Computer Assisted Cancer Device - 3D Imaging
2006
Enhancement of Digitized Mammograms Using a Local Thresholding Technique
2005· 5 cited
A neural network approach to microcalcification detection
IEEE Conference on Nuclear Science Symposium and Medical Imaging·2003· 5 cited
Generating ROC curves for artificial neural networks
2002· 8 cited
The detection of micro-calcifications in mammographic images using high dimensional features
2002· 11 cited
Evaluating Detection Algorithms
2002· 4 cited
Computer-aided detection for screening mammography
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·1999· 2 cited
Computer-Aided Diagnosis and Automated Screening of Digital Mammogram.
1997· 1 cited
Generating ROC curves for artificial neural networks
IEEE Transactions on Medical Imaging·1997· 133 cited
Application of Machine Learning In Function-Based Recognition
1997· 1 cited
Combination of multiple classifiers using local accuracy estimates
IEEE Transactions on Pattern Analysis and Machine Intelligence·1997· 951 cited
The Changing Application of Maneuver.
1997
Decision trees and integrated features for computer aided mammographic screening
1997· 1 citedOpen Access
Combination of multiple classifiers using local accuracy estimates
1996· 131 cited
Learning Membership Functions in a Function-Based Object Recognition System
Journal of Artificial Intelligence Research·1995· 12 citedOpen Access
The Use of Fuzzy ARTMAP to Identify Low Risk Coronary Care Patients
Artificial Neural Nets and Genetic Algorithms·1995· 2 cited
The Use of Fuzzy ARTMAP and Modified Fuzzy ARTMAP to Identify Low Risk Coronary Care Patients
White Rose Research Online (University of Leeds, The University of Sheffield, University of York)·1995Open Access
Comparative Evaluation of Pattern Recognition Techniques for Detection of Microcalcifications in Mammography
Series in machine perception and artificial intelligence·1994· 31 cited
Automated image analysis techniques for digital mammography
1994· 29 cited
Learning fuzzy membership functions in a function-based object recognition system
Lecture notes in computer science·1994· 21 cited
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Frequent Co-authors

Kevin W. Bowyer(15), W. Philip Kegelmeyer(5), Laurence P. Clarke(5), Jeffrey L. Solka(4), Carey E. Priebe(4), Diane J. Cook(4), Lawrence Hall(4), Louise Stark(4), Christopher C. Doss(3), Maria Kallergi(2), Wei Qian(2), Robert A. Clark(2), Maha Sallam(2), Joseph Downs(2), Robert F. Harrison(2), R.L. Kennedy(2), Chris C. Doss(1), Wendy L. Poston(1), George W. Rogers(1), Richard A. Lorey(1)