• 1 Teknik Bilimler MYO / Bilgisayar Programcılığı

  Bölüm Başkanı » 2017-10-10 ile 2018-11-23 tarihleri arasında.

• 2 Teknik Bilimler MYO

  Web Sorumlusu » 2016-03-10 ile 2019-03-13 tarihleri arasında.

• 3 Teknik Bilimler MYO / Uzaktan Eğitim Birimi

  Koordinatör » 2017-09-11 ile 2019-03-13 tarihleri arasında.

Verdiği Dersler

Makaleler

Uluslararası

Toğaçar, M., Ergen, B., Cömert, Z., (2020). Tumor type detection in brain MR images of the deep model developed using hypercolumn technique, attention modules, and residual blocks. Medical & Biological Engineering & Computing, 59(1),57-70.
Toğaçar, M., , C.Z., , E.B., (2021). Enhancing of dataset using DeepDream, fuzzy color image enhancement and hypercolumn techniques to detection of the Alzheimer's disease stages by deep learning model. Neural Computing and Applications, (),-.
Toğaçar, M., Ergen, B., Cömert, Z., (2020). Classification of white blood cells using deep features obtained from Convolutional Neural Network models based on the combination of feature selection methods. APPLIED SOFT COMPUTING, 97(),106810-.
Toğaçar, M., , C.Z., , E.B., (2021). Intelligent skin cancer detection applying autoencoder, MobileNetV2 and spiking neural networks. Chaos, Solitons & Fractals, 144(),110714-.
Toğaçar, M., Ergen, B., Cömert, Z., (2021). Detection of weather images by using spiking neural networks of deep learning models. NEURAL COMPUTING APPLICATIONS, (),-.
Toğaçar, M., Ergen, B., Cömert, Z., (2020). Detection of lung cancer on chest CT images using minimum redundancy maximum relevance feature selection method with convolutional neural networks. Biocybernetics and Biomedical Engineering, 40(1),23-39.
Alsaggaf, W., Cömert, Z., Nour, M., Polat, K., Brdesee, H., Toğaçar, M., (2020). Predicting fetal hypoxia using common spatial pattern and machine learning from cardiotocography signals. APPLIED ACOUSTICS, 167(),107429-.
Toğaçar, M., Ergen, B., Cömert, Z., (2020). Waste Classification using AutoEncoder Network with Integrated Feature Selection Method in Convolutional Neural Network Models. MEASUREMENT, 153(),107459-.
Toğaçar, M., Ergen, B., Cömert, Z., (2020). Classification of Flower Species by Using Features Extracted from the Intersection of Feature Selection Methods in Convolutional Neural Network Models. MEASUREMENT, 158(),107703-.
Toğaçar, M., Ergen, B., Cömert, Z., (2020). COVID-19 detection using deep learning models to exploit Social Mimic Optimization and structured chest X-ray images using fuzzy color and stacking approaches. COMPUTERS IN BIOLOGY AND MEDICINE, 121(),103805-.
Toğaçar, M., Ergen, B., Cömert, Z., Özyurt, F., (2020). A Deep Feature Learning Model for Pneumonia Detection Applying a Combination of mRMR Feature Selection and Machine Learning Models. IRBM, 41(4),212-222.
Toğaçar, M., Ergen, B., Cömert, Z., (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. MEDICAL HYPOTHESES, 135(),109503-.
Toğaçar, M., Özkurt, K.B., Ergen, B., Cömert, Z., (2020). BreastNet: A novel convolutional neural network model through histopathological images for the diagnosis of breast cancer. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 545(),123592-.
Toğaçar, M., Ergen, B., Cömert, Z., (2020). BrainMRNet Brain tumor detection using magnetic resonance images with a novel convolutional neural network model. MEDICAL HYPOTHESES, 134(),109531-.
Toğaçar, M., Cömert, Z., Ergen, B., Özyurt, F., (2020). Classification of Brain MRI Using Hyper Column Technique with Convolutional Neural Network and Feature Selection Method. EXPERT SYSTEMS WITH APPLICATIONS, 149(),113274-.
Toğaçar, M., Ergen, B., Sertkaya, M.E., (2019). Subclass Separation of White Blood Cell Images Using Convolutional Neural Network Models. Elektronika Ir Elektrotechnika, 25(5),63-68.

Ulusal

Başaran, E., Cömert, Z., Şengür, A., Budak, Ü., Çelik, Y., Toğaçar, M., (2020). Normal ve Kronik Hastalıklı Orta Kulak İmgelerinin Evrişimsel Sinir Ağları Yöntemiyle Tespit Edilmesi. Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, 13(1),1-10.
Başaran, E., Cömert, Z., Çelik, Y., Valeppan, s., Toğaçar, M., (2020). Determination of Tympanic Membrane Region in the Middle Ear Otoscope Images with Convolutional Neural Network Based YOLO Method. Deu Muhendislik Fakultesi Fen ve Muhendislik, 22(66),919-929.
Toğaçar, M., Ergen, B., Özyurt, F., (2020). Evrişimsel Sinir Ağı Modellerinde Özellik Seçim Yöntemlerini Kullanarak Çiçek Görüntülerinin Sınıflandırılması. Fırat Üniversitesi Mühendislik Bilimleri Dergisi, 32(1),37-45.
Toğaçar, M., Ergen, B., Sertkaya, M.E., (2019). Zatürre Hastalığının Derin Öğrenme Modeli ile Tespiti. Fırat Üniversitesi Mühendislik Bilimleri Dergisi, 31(1),223-230.
Toğaçar, M., Ergen, B., (2019). Biyomedikal Görüntülerde Derin Öğrenme ile Mevcut Yöntemlerin Kıyaslanması. Fırat Üniversitesi Müh. Bil. Dergisi, 31(1),109-121.

Bildiriler

Uluslararası

Diker, A., Cömert, Z., Avcı, E., Toğaçar, M., Ergen, B., (2020). A Novel Application based on Spectrogram and Convolutional Neural Network for ECG Classification. 2019 1st International Informatics and Software Engineering Conference (UBMYK), (),-.
Toğaçar, M., Cömert, Z., Ergen, B., Budak, Ü., (2020). Brain Hemorrhage Detection based on Heat Maps, Autoencoder and CNN Architecture. 2019 1st International Informatics and Software Engineering Conference (UBMYK), (),-.
Özyurt, F., Toğaçar, M., Avcı, E., Avcı, D., (2018). Classification of Breast Cancer Images by Using of Convolutional Attribute of ANN. 2018 3rd International Conference on Computer Science and Engineering (UBMK), (),-.
Toğaçar, M., Ergen, B., Özyurt, F., (2019). DEEP LEARNING ACTIVITIES ON REMOTE SENSED HYPERSPECTRAL IMAGES. 2018 International Conference on Artificial Intelligence and Data Processing (IDAP), (),-.
Toğaçar, M., Ergen, B., (2019). DEEP LEARNING APPROACH FOR CLASSIFICATION OF BREAST CANCER. 2018 International Conference on Artificial Intelligence and Data Processing (IDAP), (),-.
Sertkaya, M.E., Ergen, B., Toğaçar, M., (2019). Diagnosis of Eye Retinal Diseases Based on Convolutional Neural Networks Using Optical Coherence Images. 2019 23rd International Conference Electronics, (),-.
Başaran, E., Cömert, Z., Şengür, A., Budak, Ü., Çelik, Y., Toğaçar, M., (2019). Chronic Tympanic Membrane Diagnosis based on Deep Convolutional Neural Network. 2019 4th International Conference on Computer Science and Engineering (UBMK), (),-.

Ulusal

Gencer, Ç., Toğaçar, M., (2015). İŞ SAĞLIĞI VE GÜVENLİĞİNDE RİSK ANALİZİ OLGUSU. 1. Ulusal İş Sağlığı ve Güvenliği Öğrenci Kongresi(Bingöl Ü.), (),120-135.
Gencer, Ç., Toğaçar, M., (2015). TÜRKİYE DE İŞ SAĞLIĞI VE GÜVENLİĞİ KÜLTÜRÜNÜN YAYGINLAŞTIRILMASINA YÖNELİK WEB TABANLI UYGULAMA. 1. Ulusal İş Sağlığı ve Güvenliği Öğrenci Kongresi(Bingöl Üniversitesi), (),68-86.