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Publikováno v:
Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and Applications.
Convolutional neural networks (CNNs) are the state-of-the-art deep learning network architectures that can be used in a range of applications, including computer vision and medical image analysis. It exhibits a powerful representation learning mechan
Autor:
Meng Joo Er, Wei Keat Lim
Publikováno v:
Medical Imaging: Image Processing
In this paper, computer-aided classification of mammographic masses using generalized dynamic fuzzy neural networks (GDFNN) is presented. The texture parameters, derived from first-order gradient distribution and gray-level co-occurrence matrices (GC
Publikováno v:
SPIE Proceedings.
A combination of image processing with neural network sorting was conducted to demonstrate feasibility of automated cervical smear screening. Nuclei were isolated to generate a series of data points relating to the density and size of individual nucl
Publikováno v:
SPIE Proceedings.
A computer aided diagnostic system has been developed to predict the status of a breast implant (intact/ruptured) based on mammographic findings. Mammograms were obtained from 112 patients who presented for surgical removal of breast implants. Findin