Mesut Toğaçar

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 · Computers in Biology and Medicine · 2020 · 585 citations · Full text

Chest X-ray Images, Image Analysis, Engineering +11

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

Mesut Toğaçar, Burhan Ergen, Zafer Cömert · Medical Hypotheses · 2019 · 301 citations

Neuro-oncology, Engineering, Neuroimaging Modality +15

A Deep Feature Learning Model for Pneumonia Detection Applying a Combination of mRMR Feature Selection and Machine Learning Models

Mesut Toğaçar, Burhan Ergen, Zafer Cömert et al. · IRBM · 2019 · 292 citations

Engineering, Machine Learning, Deep Learning +12

BreastNet: A novel convolutional neural network model through histopathological images for the diagnosis of breast cancer

Mesut Toğaçar, Kutsal Baran Özkurt, Burhan Ergen et al. · Physica A Statistical Mechanics and its Applications · 2019 · 260 citations

Image Analysis, Engineering, Medical Imaging +14

Detection of lung cancer on chest CT images using minimum redundancy maximum relevance feature selection method with convolutional neural networks

Mesut Toğaçar, Burhan Ergen, Zafer Cömert · Journal of Applied Biomedicine · 2019 · 194 citations

Radiation Oncology, Image Analysis, Machine Learning +14