GPU-based Biomedical Image Processing

被引：0

作者：

Berezsky, Oleh ^{[1
]}

Pitsun, Oleh ^{[1
]}

Dubchak, Lesia ^{[1
]}

Liashchynskyi, Petro ^{[1
]}

Liashchynskyi, Pavlo ^{[1
]}

机构：

[1] Ternopil Natl Econ Univ, Comp Engn Dept, Ternopol, Ukraine

来源：

2018 XIVTH INTERNATIONAL CONFERENCE ON PERSPECTIVE TECHNOLOGIES AND METHODS IN MEMS DESIGN (MEMSTECH) | 2018年

关键词：

Convolutional Neural Networks; CUDA Biomedical Image;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this research study, the authors developed an adaptive method and algorithm for image pre-processing and models of convolutional neural networks for cytological and histological image classification. The computer experiments were conducted on the basis of central and graphics processors using CUDA technology. Histological and cytological images of breast precancerous and cancerous conditions were used to test preprocessing and classification algorithms.

引用

页码：96 / 99

页数：4

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