Büyük veride derin öğrenme algoritmaları kullanılarak metin analizinin gerçekleştirilmesi (Application of text analysis processing using deep learning algorithms in big data) - Murat Aydogan (2019)

Automatic semantic segmentation for dental restorations in panoramic radiography images using U-Net model. - Faruk Oztekin; Oguzhan Katar; Ferhat Sadak; Murat Aydogan; Tuba Talo Yildirim; Pawel Plawiak; Özal Yildirim; Muhammed Talo; Murat Karabatak (Int. J. Imaging Syst. Technol., 2022)

A hybrid deep neural network-based automated diagnosis system using x-ray images and clinical findings. - Murat Aydogan (Int. J. Imaging Syst. Technol., 2023)

TRSAv1: A new benchmark dataset for classifying user reviews on Turkish e-commerce websites. - Murat Aydogan; Veysel Kocaman (J. Inf. Sci., 2023)

Smart Solutions for Mega-Cities: Utilizing Long Short-Term Memory and Multi-Head Attention in Parking Prediction. - Hasan Kemik; Tugba Dalyan; Murat Aydogan (ISPRS Int. J. Geo Inf., 2024)

Evaluating AI-powered predictive solutions for MRI in lumbar spinal stenosis: a systematic review. - Mugahed A. Al-antari; Saied Salem; Mukhlis Raza; Ahmed S. Elbadawy; Ertan Bütün; Ahmet Arif Aydin; Murat Aydogan; Bilal Ertugrul; Muhammed Talo; Yeong Hyeon Gu (Artif. Intell. Rev., 2025)