25 citations · 30 across the 5 of their papers we have counts for
7 papers
Multimedia Respiratory Database (RespiratoryDatabase@TR): Auscultation Sounds and Chest X-rays
Gokhan Altan, Yakup Kutlu, Yusuf Garbi +2
Auscultation is a method for diagnosis of especially internal medicine diseases such as cardiac, pulmonary and cardio-pulmonary by listening the internal sounds from the body parts…
Superiorities of Deep Extreme Learning Machines against Convolutional Neural Networks
Gokhan Altan, Yakup Kutlu
Deep Learning (DL) is a machine learning procedure for artificial intelligence that analyzes the input data in detail by increasing neuron sizes and number of the hidden layers. DL…
Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis
Gokhan Altan, Yakup Kutlu
Deep Learning (DL) is a two-step classification model that consists feature learning, generating feature representations using unsupervised ways and the supervised learning stage a…
The Diagnosis of Asthma using Hilbert-Huang Transform and Deep Learning on Lung Sounds
Gökhan Altan, Yakup Kutlu, Adnan Özhan Pekmezci +1
Lung auscultation is the most effective and indispensable method for diagnosing various respiratory disorders by using the sounds from the airways during inspirium and exhalation u…
On improving learning capability of ELM and an application to brain-computer interface
Apdullah Yayık, Yakup Kutlu, Gökhan Altan
As a type of pseudoinverse learning, extreme learning machine (ELM) is able to achieve high performances in a rapid pace on benchmark datasets. However, when it is applied to real…
Regularized HessELM and Inclined Entropy Measurement for Congestive Heart Failure Prediction
Apdullah Yayık, Yakup Kutlu, Gökhan Altan
Our study concerns with automated predicting of congestive heart failure (CHF) through the analysis of electrocardiography (ECG) signals. A novel machine learning approach, regular…