Neural Architecture Search for biomedical image classification: A comparative study across data modalities.
Artif. Intell. Medicine, 2025
Optimizing Pre-Trained Code Embeddings With Triplet Loss for Code Smell Detection.
IEEE Access, 2025
Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling.
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CoRR, 2024
Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning.
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CoRR, 2024
PBC-NAS: Neural Architecture Search for Peripheral Blood Cells Classification.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024
The Effect of Class-Weighted Penalization in Deep Neural Networks for Multi-Class Cell Segmentation.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024
A Hybrid CNN-Tree Based Model for Enhanced Image Classification Performance.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024
DeepCAN: A Modular Deep Learning System for Automated Cell Counting and Viability Analysis.
IEEE J. Biomed. Health Informatics, 2022
Removal of Gaussian Distributed Noise in Images with Deep Neural Network Models.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022
Neural Architecture Search Using Metaheuristics for Automated Cell Segmentation.
Proceedings of the Metaheuristics - 14th International Conference, 2022
Medical Image Segmentation Using Deep Neural Networks.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021
GPU tabanlı paralel hesaplama tekniği ile LED tabanlı ve DMD Uygulamalı yapılandırılmış aydınlatma kullanan bir görüntüleme sisteminin oluşturulması (Development of an imaging system using LED based and DMD applied structured illumination with GPU based parallel computing)
PhD thesis, 2020
Image Reconstruction in Frequency Space using Sinusoidal Illumination Patterns.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
Safe landing site detection using SRTM data for the Unmanned Aerial Vehicles.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Finding smoothness area on the topographic maps for the unmanned aerial vehicle's landing site estimation.
Proceedings of the Sixth International Conference on Digital Information and Communication Technology and its Applications, 2016
Comparison of PSO-Kapur and DE-Kapur methods to determine ice load on aerial lines.
Proceedings of the 6th International Conference on Electronics, 2014
CSA-Kapur Method to determine ice load amount on electric transmission line conductors.
Proceedings of the 6th International Conference on Electronics, 2014
Assamese character recognition with Artificial Neural Networks.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Early detection of hazardous weather conditions in Turkey with satellite images using Support Vector Machines and Artificial Neural Networks.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Early diagnosis of osteoporosis using Artificial Neural Networks and Support Vector Machines.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Finding optimum route of electrical energy transmission line using multi-criteria with Q-learning.
Expert Syst. Appl., 2011