Ferhat Bozkurt

17 papers Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comprehensive Deep-Learning Framework Integrating Lesion Segmentation and Stage Classification for Enhanced Diabetic Retinopathy Diagnosis.
Int. J. Imaging Syst. Technol.
Ramazan Incir, Ferhat Bozkurt
2026 J jnl
Attention-driven ConvNeXt architecture with transformer-inspired encoding for early ovarian tumor diagnosis.
Eng. Appl. Artif. Intell.
Abdulfattah E. Ba Alawi, Ferhat Bozkurt, Gülsah Tümüklü Özyer
2026 J jnl
Optic disc segmentation: Improved U-Net model and hyperparameter optimization with harmony search algorithm.
Knowl. Based Syst.
Ramazan Incir, Ferhat Bozkurt
2026 J jnl
SSRetNet: a dual-branch spatial-spectral feature fusion network for robust retinal disease diagnosis.
Netw. Model. Anal. Health Informatics Bioinform.
Abdulfattah E. Ba Alawi, Tolga Aydin, Ferhat Bozkurt
2025 J jnl
Colorectal disease diagnosis with deep triple-stream fusion and attention refinement.
Comput. Medical Imaging Graph.
Abdulfattah E. Ba Alawi, Abdullah Ammar Karcioglu, Ferhat Bozkurt
2024 — conf
A Study on the Segmentation and Classification of Diabetic Retinopathy Images Using the K-Means Clustering Method.
SIU
Ramazan Incir, Ferhat Bozkurt
2024 J jnl
A study on effective data preprocessing and augmentation method in diabetic retinopathy classification using pre-trained deep learning approaches.
Multim. Tools Appl.
Ramazan Incir, Ferhat Bozkurt
2024 J jnl
Design and validation of IoT based smart classroom.
Multim. Tools Appl.
Mete Yaganoglu, Ferhat Bozkurt, Faruk Baturalp Günay, Sinan Kul, Emrah Simsek, Gökhan Öztürk, Selçuk Karaman
2024 — conf
Evaluating Public Sentiments about Turkish Universities through Twitter Using Deep Learning Techniques.
SIU
Abdulfattah E. Ba Alawi, Ferhat Bozkurt
2024 J jnl
Improving brain tumor classification with combined convolutional neural networks and transfer learning.
Knowl. Based Syst.
Ramazan Incir, Ferhat Bozkurt
2023 J jnl
Skin lesion classification on dermatoscopic images using effective data augmentation and pre-trained deep learning approach.
Multim. Tools Appl.
Ferhat Bozkurt
2022 J jnl
A deep and handcrafted features-based framework for diagnosis of COVID-19 from chest x-ray images.
Concurr. Comput. Pract. Exp.
Ferhat Bozkurt
2021 — conf
Comparison of Different Machine and Deep Learning Techniques to Predict Air Quality Index: A Case of Kocaeli Province.
SIU
Zeynep Bilen, Ferhat Bozkurt
2021 — conf
Local Binary Pattern Based COVID-19 Detection Method Using Chest X-Ray Images.
SIU
Ferhat Bozkurt, Erkan Bayram
2020 J jnl
A texture-based 3D region growing approach for segmentation of ICA through the skull base in CTA.
Multim. Tools Appl.
Ferhat Bozkurt, Cemal Köse, Ahmet Sari
2018 J jnl
An inverse approach for automatic segmentation of carotid and vertebral arteries in CTA.
Expert Syst. Appl.
Ferhat Bozkurt, Cemal Köse, Ahmet Sari
2018 — —
Tersinir bölütleme yaklaşımı ile internal karotid arter yapılarının üç-boyutlu bölütlenmesi (3D segmentation of internal carotid artery structures with inverse segmentation approach)
Ferhat Bozkurt