Lung Nodule Detection based on Ensemble of Hand Crafted and Deep Features

Lung cancer is considered as a deadliest disease worldwide due to which 1.76 million deaths occurred in the year 2018. Keeping in view its dreadful effect on humans, cancer detection at a premature stage is a more significant requirement to reduce the probability of mortality rate. This manuscript d...

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Vydáno v:	Journal of medical systems Ročník 43; číslo 12; s. 332
Hlavní autoři:	Saba, Tanzila, Sameh, Ahmed, Khan, Fatima, Shad, Shafqat Ali, Sharif, Muhammad
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.12.2019 Springer Nature B.V
Témata:	Algorithms Consortia Experimentation Feature extraction Health Informatics Health Informatics and Computer Vision Health Sciences Humans Image & Signal Processing Image databases Image processing Image segmentation Lung cancer Lung Neoplasms - diagnosis Lung Neoplasms - diagnostic imaging Lung Neoplasms - pathology Machine Learning Medical imaging Medicine Medicine & Public Health Radiographic Image Interpretation, Computer-Assisted - methods Recent Advances in Deep Learning for Biomedical Signal Processing Statistics for Life Sciences Tomography, X-Ray Computed - methods VGG 19 SVM Texture Cells Benign
ISSN:	0148-5598, 1573-689X, 1573-689X
On-line přístup:	Získat plný text
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