Özal Yıldırım - Publications, H-index & Citations

Özal Yıldırım

firat university

31H指数

105论文数

9.7K被引数

收录论文 30

发表时间

A Novel Scenario-Based Comparative Framework for Short- and Medium-Term Solar PV Power Forecasting Using Deep Learning Models 基于深度学习模型的中短期光伏发电功率预测的场景化比较框架

APPLIED SCIENCES-BASEL

IF2.5

2025-12-09

PREAI

Aydin, Elif Yont; Onal, Kevser; Haydaroglu, Cem; Kilic, Heybet; Yildirim, Ozal; Katar, Oguzhan; Erdogan, Huseyin

Species Classification of Microalgae Using a CNN-Based Deep Learning Approach Under Optimal Cultivation Conditions 在最佳培养条件下的基于CNN深度学习方法进行微藻物种分类

Biochemical Engineering Journal

IF3.8

2025-07-19

PREAI

Gokce Kendirlioglu Simsek; Merve Ertargin; Laura Pezzolesi; Rosella Pistocchi; Ozal Yildirim; A. Kadri Cetin

A hybrid segmentation and classification CAD framework for automated myocardial infarction prediction from MRI images 一种基于MRI图像的自动化心肌梗死预测的混合分割与分类CAD框架

SCIENTIFIC REPORTS

IF3.9

2025-04-23

OAAI

Al-Antari, Mugahed A.; Al-Tam, Riyadh M.; Al-Hejri, Aymen M.; Al-Huda, Zaid; Lee, Soojeong; Yildirim, Oezal

The Effect of Input Length on Prediction Accuracy in Short-Term Multi-Step Electricity Load Forecasting: A CNN-LSTM Approach 短期多步电力负荷预测中输入长度对预测精度的影响: cnn-lstm方法

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Ozdemir, Seyda; Demir, Yakup; Yildirim, Ozal

Content-Based Brain Magnetic Resonance Image Retrieval and Classification With the Proposed Deep Learning and Tissue-Based System 基于内容的大脑磁共振图像检索与分类：采用提出的深度学习及组织基系统

IEEE Access

IF3.6

2025-01-01

OAAI

Bedriye Dogan; Hursit Burak Mutlu; Muhammed Yildirim; Sercan Yalcin; Serpil Aslan; Niranjana Sampathila; Ozal Yildirim; Edward J. Ciaccio; Ru-San Tan; U. Rajendra Acharya

A Novel Hybrid Model for Automatic Non-Small Cell Lung Cancer Classification Using Histopathological Images 一种新的基于组织病理学图像的非小细胞肺癌自动分类混合模型

DIAGNOSTICS

IF3.3

2024-11-08

OAAI

Katar, Oguzhan; Yildirim, Ozal; Tan, Ru-San; Acharya, U. Rajendra

Deep Learning Techniques for Automated Dementia Diagnosis Using Neuroimaging Modalities: A Systematic Review 使用神经影像模式进行自动痴呆诊断的深度学习技术: 系统综述

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Ozkan, Dilek; Katar, Oguzhan; Ak, Murat; Al-Antari, Mugahed A.; Yasan Ak, Nehir; Yildirim, Ozal; Mir, Hasan S.; Tan, Ru-San; Rajendra Acharya, U.

An Explainable Vision Transformer Model Based White Blood Cells Classification and Localization

DIAGNOSTICS

IF3.3

2023-07-24

OAAI

Katar, Oguzhan; Yildirim, Ozal

An Explainable Deep Learning Model to Prediction Dental Caries Using Panoramic Radiograph Images 一种可解释的深度学习模型，用于使用全景x射线照片预测龋齿

DIAGNOSTICS

IF3.3

2023-01-07

OAAI

Oztekin, Faruk; Katar, Oguzhan; Sadak, Ferhat; Yildirim, Muhammed; Cakar, Hakan; Aydogan, Murat; Ozpolat, Zeynep; Yildirim, Tuba Talo; Yildirim, Ozal; Faust, Oliver; Acharya, U. Rajendra

A new super resolution Faster R-CNN model based detection and classification of urine sediments

BIOCYBERNETICS AND BIOMEDICAL ENGINEERING

IF6.6

2023-01-01

PREAI

Avci, Derya; Sert, Eser; Dogantekin, Esin; Yildirim, Ozal; Tadeusiewicz, Ryszard; Plawiak, Pawel

Automatic semantic segmentation for dental restorations in panoramic radiography images using U-Net model

INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

IF2.5

2022-09-14

PREAI

Oztekin, Faruk; Katar, Oguzhan; Sadak, Ferhat; Aydogan, Murat; Yildirim, Tuba Talo; Plawiak, Pawel; Yildirim, Ozal; Talo, Muhammed; Karabatak, Murat

Deep learning-based PI-RADS score estimation to detect prostate cancer using multiparametric magnetic resonance imaging

COMPUTERS & ELECTRICAL ENGINEERING

IF4.9

2022-09-01

PREAI

Yildirim, Kadir; Yildirim, Muhammed; Eryesil, Hasan; Talo, Muhammed; Yildirim, Ozal; Karabatak, Murat; Ogras, Mehmet Sezai; Artas, Hakan; Acharya, U. Rajendra

Electrochemical Biosensing and Deep Learning-Based Approaches in the Diagnosis of COVID-19: A Review

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Sadak, Omer; Sadak, Ferhat; Yildirim, Ozal; Iverson, Nicole M.; Qureshi, Rizwan; Talo, Muhammed; Ooi, Chui Ping; Acharya, U. Rajendra; Gunasekaran, Sundaram; Alam, Tanvir

Exploring deep features and ECG attributes to detect cardiac rhythm classes

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-11-01

PREAI

Murat, Fatma; Yildirim, Ozal; Talo, Muhammed; Demir, Yakup; Tan, Ru-San; Ciaccio, Edward J.; Acharya, U. Rajendra

Deep learning model for automated kidney stone detection using coronal CT images 基于冠状面CT图像的肾结石自动检测深度学习模型

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-08-01

PREAI

Yildirim, Kadir; Bozdag, Pinar Gundogan; Talo, Muhammed; Yildirim, Ozal; Karabatak, Murat; Acharya, U. Rajendra