Suchergebnisse - "Recent Advances in Deep Learning for Biomedical Signal Processing"

Automated Detection of Alzheimer’s Disease Using Brain MRI Images– A Study with Various Feature Extraction Techniques von Acharya, U. Rajendra, Fernandes, Steven Lawrence, WeiKoh, Joel En, Ciaccio, Edward J., Fabell, Mohd Kamil Mohd, Tanik, U. John, Rajinikanth, V., Yeong, Chai Hong

“… The aim of this work is to develop a Computer-Aided-Brain-Diagnosis (CABD) system that can determine if a brain scan shows signs of Alzheimer’s disease. The …”
Volltext

Automated Depression Detection Using Deep Representation and Sequence Learning with EEG Signals von Ay, Betul, Yildirim, Ozal, Talo, Muhammed, Baloglu, Ulas Baran, Aydin, Galip, Puthankattil, Subha D., Acharya, U. Rajendra

“… Depression affects large number of people across the world today and it is considered as the global problem. It is a mood disorder which can be detected using …”
Volltext

Brain Tumor Detection by Using Stacked Autoencoders in Deep Learning von Amin, Javaria, Sharif, Muhammad, Gul, Nadia, Raza, Mudassar, Anjum, Muhammad Almas, Nisar, Muhammad Wasif, Bukhari, Syed Ahmad Chan

“… Brain tumor detection depicts a tough job because of its shape, size and appearance variations. In this manuscript, a deep learning model is deployed to …”
Volltext

A New Approach for Brain Tumor Segmentation and Classification Based on Score Level Fusion Using Transfer Learning von Amin, Javeria, Sharif, Muhammad, Yasmin, Mussarat, Saba, Tanzila, Anjum, Muhammad Almas, Fernandes, Steven Lawrence

“… Brain tumor is one of the most death defying diseases nowadays. The tumor contains a cluster of abnormal cells grouped around the inner portion of human brain …”
Volltext

Classification of Mammogram Images Using Multiscale all Convolutional Neural Network (MA-CNN) von Agnes, S. Akila, Anitha, J., Pandian, S. Immanuel Alex, Peter, J. Dinesh

“… Breast cancer is one of the leading causes of cancer death among women in worldwide. Early diagnosis of breast cancer improves the chance of survival by aiding …”
Volltext

Stomach Deformities Recognition Using Rank-Based Deep Features Selection von Khan, Muhammad Attique, Sharif, Muhammad, Akram, Tallha, Yasmin, Mussarat, Nayak, Ramesh Sunder

“… Doctor utilizes various kinds of clinical technologies like MRI, endoscopy, CT scan, etc., to identify patient’s deformity during the review time. Among set of …”
Volltext

Lung Nodule Detection based on Ensemble of Hand Crafted and Deep Features von Saba, Tanzila, Sameh, Ahmed, Khan, Fatima, Shad, Shafqat Ali, Sharif, Muhammad

“… 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 …”
Volltext

Fog Computing Employed Computer Aided Cancer Classification System Using Deep Neural Network in Internet of Things Based Healthcare System von Rajan, J. Pandia, Rajan, S. Edward, Martis, Roshan Joy, Panigrahi, B. K.

“… Computer assisted automatic smart pattern analysis of cancer affected pixel structure takes critical role in pre-interventional decision making for oral cancer …”
Volltext

A Two Layer Sparse Autoencoder for Glaucoma Identification with Fundus Images von Raghavendra, U., Gudigar, Anjan, Bhandary, Sulatha V., Rao, Tejaswi N., Ciaccio, Edward J., Acharya, U. Rajendra

“… Glaucoma is a type of eye condition which may result in partial or consummate vision loss. Higher intraocular pressure is the leading cause for this condition …”
Volltext