Mesut Toğaçar

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Brain Hemorrhage Detection based on Heat Maps, Autoencoder and CNN Architecture

Mesut Toğaçar, Zafer Cömert, Burhan Ergen, 2019, 2019 1st International Informatics and Software Engineering Conference (UBMYK).

Tumor type detection in brain MR images of the deep model developed using hypercolumn technique, attention modules, and residual blocks

Mesut Toğaçar, Zafer Cömert, Burhan Ergen, 2020, Medical & Biological Engineering & Computing.

COVID-19 detection using deep learning models to exploit Social Mimic Optimization and structured chest X-ray images using fuzzy color and stacking approaches

Mesut Toğaçar, Burhan Ergen, Zafer Cömert, 2020, Computers in Biology and Medicine.

BrainMRNet: Brain tumor detection using magnetic resonance images with a novel convolutional neural network model.

Mesut Toğaçar, Zafer Cömert, Burhan Ergen, 2019, Medical hypotheses.

Predicting fetal hypoxia using common spatial pattern and machine learning from cardiotocography signals

Mesut Toğaçar, Kemal Polat, Wafaa Alsaggaf, 2020 .

Application of breast cancer diagnosis based on a combination of convolutional neural networks, ridge regression and linear discriminant analysis using invasive breast cancer images processed with autoencoders.

Mesut Toğaçar, Zafer Cömert, Burhan Ergen, 2019, Medical hypotheses.

Determination of Tympanic Membrane Region in the Middle Ear Otoscope Images with Convolutional Neural Network Based YOLO Method

Mesut Toğaçar, Zafer Cömert, Yuksel Celik, 2020 .

Detection of weather images by using spiking neural networks of deep learning models

Mesut Toğaçar, Burhan Ergen, Zafer Cömert, 2020, Neural Computing and Applications.

A Novel Application based on Spectrogram and Convolutional Neural Network for ECG Classification

Mesut Toğaçar, Zafer Cömert, Burhan Ergen, 2019, 2019 1st International Informatics and Software Engineering Conference (UBMYK).

Classification of white blood cells using deep features obtained from Convolutional Neural Network models based on the combination of feature selection methods

Mesut Toğaçar, Burhan Ergen, Zafer Cömert, 2020, Appl. Soft Comput..

Chronic Tympanic Membrane Diagnosis based on Deep Convolutional Neural Network

Mesut Toğaçar, Zafer Cömert, Ümit Budak, 2019, 2019 4th International Conference on Computer Science and Engineering (UBMK).

Enhancing of dataset using DeepDream, fuzzy color image enhancement and hypercolumn techniques to detection of the Alzheimer's disease stages by deep learning model

Mesut Toğaçar, Zafer Cömert, Burhan Ergen, 2021, Neural Computing and Applications.

Disease type detection in lung and colon cancer images using the complement approach of inefficient sets

Mesut Toğaçar, Mesut Toğaçar, 2021, Comput. Biol. Medicine.

Intelligent skin cancer detection applying autoencoder, MobileNetV2 and spiking neural networks

Mesut Toğaçar, Zafer Cömert, Burhan Ergen, 2021 .