Microscopic biopsy image reconstruction using inception block with denoising auto-encoder approach

The use of computer-aided image analysis for disease diagnosis and prognosis has dramatically increased during the past 10 years. The introduction of computer-assisted image analysis of images produced by equipment employed in medical science for the prognosis of various diseases has been made possi...

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Vydané v:	International journal of information technology (Singapore. Online) Ročník 16; číslo 4; s. 2413 - 2423
Hlavní autori:	Singh, Shiksha, Kumar, Rajesh
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Singapore Springer Nature Singapore 01.04.2024 Springer Nature B.V
Predmet:	Artificial Intelligence Biopsy Computer Imaging Computer Science Data acquisition Datasets Deep learning Digital imaging Feature maps Frequency distribution Histopathology Image analysis Image Processing and Computer Vision Image quality Image reconstruction Image resolution Literature reviews Machine Learning Magnetic resonance imaging Mammography Medical equipment Medical imaging Medical science Methods Noise Noise reduction Original Research Pattern Recognition and Graphics Prognosis Radiation Signal processing Software Engineering Ultrasonic imaging Vision X-rays Histopathological image Medical image Denoising autoencoder Inception network Convolutional neural network
ISSN:	2511-2104, 2511-2112
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