Application of deep learning to the classification of images from colposcopy

M Sato, K Horie, A Hara, Y Miyamoto… - Oncology …, 2018 - spandidos-publications.com
… used to classify colposcopy images. … deep learning’ for classification of images from colposcopy
exists to date. Although previous studies have used automation diagnosis, deep learning

Classification of CT brain images based on deep learning networks

XW Gao, R Hui, Z Tian - Computer methods and programs in biomedicine, 2017 - Elsevier
… of the burgeoning deep learning techniques to the task of classification of CT brain images,
in … Towards this end, three categories of CT images (N = 285) are clustered into three groups, …

Deep learning for hyperspectral image classification: An overview

S Li, W Song, L Fang, Y Chen… - … on Geoscience and …, 2019 - ieeexplore.ieee.org
… , deep learning is recognized as an effective feature extraction approach during HSI classification
… In this paper, we focus on deep learning-based classification methodologies for HSIs …

Deep learning for remote sensing image classification: A survey

Y Li, H Zhang, X Xue, Y Jiang… - … Reviews: Data Mining …, 2018 - Wiley Online Library
… review the following three typical deep neural network models that have been used for RS
image classification. More details about DL architectures in machine learning can be found in (…

3D deep learning on medical images: a review

SP Singh, L Wang, S Gupta, H Goli, P Padmanabhan… - Sensors, 2020 - mdpi.com
… be seen for ‘deep learning’ and ‘3D deep learning’ after 2015 … related to deep learning for
both 2D and 3D images. … of 3D deep learning in medical image segmentation, classification, …

Deep learning model for image classification

S Tamuly, C Jyotsna, J Amudha - Computational Vision and Bio-Inspired …, 2020 - Springer
… in classifying images is the use of deep learning for classifying images into pleasant and …
the use of deep learning in image classification because deep learning can give us a deeper

[HTML][HTML] Deep learning classification of lung cancer histology using CT images

TL Chaunzwa, A Hosny, Y Xu, A Shafer, N Diao… - Scientific reports, 2021 - nature.com
… histology classification, however, recent advances in deep learning for medical image analysis
… We also found that using machine learning classifiers such as k-nearest neighbors (kNN) …

Hyperspectral image classification with deep learning models

X Yang, Y Ye, X Li, RYK Lau, X Zhang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… In this paper, we exploit deep learning techniques to address the hyperspectral image
classification … to enhance hyperspectral image classification. In particular, we advocate four new …

High performance vegetable classification from images based on alexnet deep learning model

L Zhu, Z Li, C Li, J Wu, J Yue - International Journal of Agricultural and …, 2018 - ijabe.org
… Automatic vegetable image classification is the … images classification based on deep
learning framework. The AlexNet network model in Caffe was used to train the vegetable image

Medical image classification using synergic deep learning

J Zhang, Y Xie, Q Wu, Y Xia - Medical image analysis, 2019 - Elsevier
deep learning (SDL) model to learn the … of images, which include both similar images in
different categories and dissimilar images in the same category, for medical image classification. …