Huseyin Fırat

Dicle, 21280, Turkey

Last Updated: 09/26/2026

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Found 10 publications

Grad-CAM Enhanced Explainable Deep Learning for Multi-Class Lung Cancer Classification Using DE-SAMNet Model.

Grad-CAM Enhanced Explainable Deep Learning for Multi-Class Lung Cancer Classification Using DE-SAMNet Model.

Journal: Diagnostics (Basel, Switzerland)

Published: January 21, 2026

Deep Learning-Assisted Detection and Classification of Thymoma Tumors in CT Scans.

Deep Learning-Assisted Detection and Classification of Thymoma Tumors in CT Scans.

Journal: Diagnostics (Basel, Switzerland)

Published: November 14, 2025

A Deep Learning-Based EffConvNeXt Model for Automatic Classification of Cystic Bronchiectasis: An Explainable AI Approach.

A Deep Learning-Based EffConvNeXt Model for Automatic Classification of Cystic Bronchiectasis: An Explainable AI Approach.

Journal: Journal of imaging informatics in medicine

Published: June 23, 2025

MorphMaskFormer: a transformer-based deep segmentation model for multi-class Demirjian stage estimation from panoramic radiographs.

MorphMaskFormer: a transformer-based deep segmentation model for multi-class Demirjian stage estimation from panoramic radiographs.

Journal: Oral surgery, oral medicine, oral pathology and oral radiology

Published: June 18, 2025

Epilepsy Diagnosis from EEG Signals Using Continuous Wavelet Transform-Based Depthwise Convolutional Neural Network Model.

Epilepsy Diagnosis from EEG Signals Using Continuous Wavelet Transform-Based Depthwise Convolutional Neural Network Model.

Journal: Diagnostics (Basel, Switzerland)

Published: December 03, 2024

A Comprehensive CNN Model for Age-Related Macular Degeneration Classification Using OCT: Integrating Inception Modules, SE Blocks, and ConvMixer.

A Comprehensive CNN Model for Age-Related Macular Degeneration Classification Using OCT: Integrating Inception Modules, SE Blocks, and ConvMixer.

Journal: Diagnostics (Basel, Switzerland)

Published: November 18, 2024

Enhanced Panoramic Radiograph-Based Tooth Segmentation and Identification Using an Attention Gate-Based Encoder-Decoder Network.

Enhanced Panoramic Radiograph-Based Tooth Segmentation and Identification Using an Attention Gate-Based Encoder-Decoder Network.

Journal: Diagnostics (Basel, Switzerland)

Published: November 15, 2024

Classification of Brain Tumors in MRI Images with Brain-CNXSAMNet: Integrating Hybrid ConvNeXt and Spatial Attention Module Networks.

Classification of Brain Tumors in MRI Images with Brain-CNXSAMNet: Integrating Hybrid ConvNeXt and Spatial Attention Module Networks.

Journal: Interdisciplinary sciences, computational life sciences

Published: November 05, 2024

A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification.

A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification.

Journal: Health information science and systems

Published: January 18, 2024

Spatial-attention ConvMixer architecture for classification and detection of gastrointestinal diseases using the Kvasir dataset.

Spatial-attention ConvMixer architecture for classification and detection of gastrointestinal diseases using the Kvasir dataset.

Journal: Health information science and systems

Published: December 08, 2023

Showing 1-10 of 10

Last Updated: 09/26/2026