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Hüseyin Fırat

Observed names: FIRAT, HÜSEYİN, Fırat, Hüseyin, Hüseyin FIRAT, Hüseyin Firat
Institution: Dicle University
ORCID: 0000-0002-1257-8518
Observed ORCID: 0000-0002-1257-8518
OpenAlex ID: A5088428409
3D residual spatial–spectral convolution network for hyperspectral remote sensing image classification
2022 · Hüseyin Firat, Mehmet Emin Asker, et al. · Neural Computing and Applications · 78
Classification of hyperspectral remote sensing images using different dimension reduction methods with 3D/2D CNN
2022 · Hüseyin Fırat, Mehmet Emin Asker, et al. · Remote Sensing Applications Society and Environment · 72
Spatial-attention ConvMixer architecture for classification and detection of gastrointestinal diseases using the Kvasir dataset
2024 · Ayşe Ayyüce Demirbaş, Hüseyin Üzen, et al. · Health Information Science and Systems · 63
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Hybrid 3D/2D Complete Inception Module and Convolutional Neural Network for Hyperspectral Remote Sensing Image Classification
2022 · Hüseyin Fırat, Mehmet Emin Asker, et al. · Neural Processing Letters · 63
Classification of microscopic peripheral blood cell images using multibranch lightweight CNN-based model
2023 · Hüseyin Fırat · Neural Computing and Applications · 61
Epilepsy Diagnosis from EEG Signals Using Continuous Wavelet Transform-Based Depthwise Convolutional Neural Network Model
2025 · Fırat Dişli, Mehmet Gedikpınar, et al. · Diagnostics · 49
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A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification
2024 · Hüseyin Üzen, Hüseyin Fırat · Health Information Science and Systems · 44
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Spatial-spectral classification of hyperspectral remote sensing images using 3D CNN based LeNet-5 architecture
2022 · Hüseyin Fırat, Mehmet Emin Asker, et al. · Infrared Physics & Technology · 40
Classification of Hyperspectral Images Using 3D CNN Based ResNet50
2021 · Hüseyin Firat, Davut Hanbay · Signal Processing and Communications Applications Conference (SIU) · 35
An effective approach to the two-dimensional rectangular packing problem in the manufacturing industry
2020 · Hüseyin Fırat, Nuh Alpaslan · Computers & Industrial Engineering · 34
Swin transformer-based fork architecture for automated breast tumor classification
2024 · Hüseyin ÜZEN, Hüseyin FIRAT, et al. · Expert Systems with Applications · 21
Enhanced Panoramic Radiograph-Based Tooth Segmentation and Identification Using an Attention Gate-Based Encoder–Decoder Network
2024 · Salih Taha Alperen Özçelik, Hüseyin Üzen, et al. · Diagnostics · 15
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Hybrid 3D Convolution and 2D Depthwise Separable Convolution Neural Network for Hyperspectral Image Classification
2022 · Hüseyin FIRAT, Mehmet Emin ASKER, et al. · Balkan Journal of Electrical and Computer Engineering · 14
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A Comprehensive CNN Model for Age-Related Macular Degeneration Classification Using OCT: Integrating Inception Modules, SE Blocks, and ConvMixer
2024 · Elif Yusufoğlu, Hüseyin Fırat, et al. · Diagnostics · 12
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Detection of Pneumonia Using A Hybrid Approach Consisting of MobileNetV2 and Squeeze-and-Excitation Network
2024 · Hüseyin Fırat, Hüseyin Üzen · Türk doğa ve fen dergisi :/Türk doğa ve fen dergisi · 11
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Hiperspektral görüntüler kullanılarak 3B ESA tabanlı derin öğrenme mimarilerinin karşılaştırılması
2022 · Hüseyin FIRAT, Davut HANBAY · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi · 10
4CF-Net: Hiperspektral uzaktan algılama görüntülerinin spektral uzamsal sınıflandırılması için yeni 3B evrişimli sinir ağı
2021 · Hüseyin FIRAT, Davut HANBAY · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi · 10
ConvNext Mixer‐Based Encoder Decoder Method for Nuclei Segmentation in Histopathology Images
2024 · Hüseyin Firat, Hüseyin Üzen, et al. · International Journal of Imaging Systems and Technology · 9
Central serous retinopathy classification with deep learning-based multilevel feature extraction from optical coherence tomography images
2025 · Hüseyin Üzen, Hüseyin Fırat, et al. · Optics & Laser Technology · 8
Automatic Thresholding Method Developed With Entropy For Fabric Defect Detection
2019 · Hüseyin Üzen, Hüseyin Firat, et al. · International Artificial Intelligence and Data Processing Symposium (IDAP) · 8
DXDSENet-CM model: an ensemble learning model based on depthwise Squeeze-and-Excitation ConvMixer architecture for the classification of multi-class skin lesions
2024 · Hüseyin Fırat, Hüseyin Üzen · Multimedia Tools and Applications · 7
Sıkma-Uyarma Artık Ağı kullanılarak Beyaz Kan Hücrelerinin Sınıflandırılması
2023 · Hüseyin FIRAT · Bilişim Teknolojileri Dergisi · 7
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Classification of Brain Tumors in MRI Images with Brain-CNXSAMNet: Integrating Hybrid ConvNeXt and Spatial Attention Module Networks
2025 · Hüseyin Fırat, Hüseyin Üzen · Interdisciplinary Sciences Computational Life Sciences · 5
MR Görüntülerinden Alzheimer Hastalığının Sınıflandırılması için Inception ve Sıkma-Uyarma Ağı Tabanlı Derin Öğrenme Modeli
2024 · Hüseyin Fırat, Hüseyin Üzen · Çukurova Üniversitesi Mühendislik Fakültesi Dergisi · 5
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A Deep Learning-Based EffConvNeXt Model for Automatic Classification of Cystic Bronchiectasis: An Explainable AI Approach
2025 · Veysi Tekin, Muhammed Tekinhatun, et al. · Journal of Imaging Informatics in Medicine · 4
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Works count: 48
Citation count: 715
H-index: 13
I10-index: 17
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