Evgin Göçeri

36 papers C 8Journal 23Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CFATrans: Brain tumor segmentation from MRIs using Consecutive Fusion-Attention transformer with convolutional networks and a composite loss function. Biomed. Signal Process. Control. Evgin Göçeri, Yuzi D. Winter
2025	J	`jnl`	A convolution and transformer-based method with effective stain normalization for breast cancer detection from whole slide images. Biomed. Signal Process. Control. Evgin Göçeri
2025	J	`jnl`	A hybrid attention-based deep learning model for segmentation of livers and liver tumors from CT scans. Multim. Tools Appl. Evgin Göçeri
2025	J	`jnl`	An efficient network with CNN and transformer blocks for glioma grading and brain tumor classification from MRIs. Expert Syst. Appl. Evgin Göçeri
2025	J	`jnl`	BRMSA-Net: Disclosing concealed colorectal polyps in colonoscopy images via Boundary Recalibration and Multi-Scale Aggregation Network. Biomed. Signal Process. Control. Meriem Sebai, Evgin Göçeri
2024	J	`jnl`	A comprehensive investigation of multimodal deep learning fusion strategies for breast cancer classification. Artif. Intell. Rev. Fatima Zahrae Nakach, Ali Idri, Evgin Göçeri
2024	J	`jnl`	Exploring data mining and machine learning in gynecologic oncology. Artif. Intell. Rev. Ferdaous Idlahcen, Ali Idri, Evgin Göçeri
2024	J	`jnl`	GAN based augmentation using a hybrid loss function for dermoscopy images. Artif. Intell. Rev. Evgin Göçeri
2024	J	`jnl`	Nuclei segmentation using attention aware and adversarial networks. Neurocomputing Evgin Göçeri
2024	J	`jnl`	Polyp Segmentation Using a Hybrid Vision Transformer and a Hybrid Loss Function. J. Imaging Inform. Medicine Evgin Göçeri
2024	J	`jnl`	Vision transformer based classification of gliomas from histopathological images. Expert Syst. Appl. Evgin Göçeri
2023	J	`jnl`	Classification of skin cancer using adjustable and fully convolutional capsule layers. Biomed. Signal Process. Control. Evgin Göçeri
2023	J	`jnl`	Comparison of the impacts of dermoscopy image augmentation methods on skin cancer classification and a new augmentation method with wavelet packets. Int. J. Imaging Syst. Technol. Evgin Göçeri
2023	J	`jnl`	Evaluation of denoising techniques to remove speckle and Gaussian noise from dermoscopy images. Comput. Biol. Medicine Evgin Göçeri
2023	J	`jnl`	Medical image data augmentation: techniques, comparisons and interpretations. Artif. Intell. Rev. Evgin Göçeri
2021	—	`conf`	Automated Skin Cancer Detection: Where We Are and The Way to The Future. TSP Evgin Göçeri
2021	J	`jnl`	Deep learning based classification of facial dermatological disorders. Comput. Biol. Medicine Evgin Göçeri
2021	J	`jnl`	Diagnosis of skin diseases in the era of deep learning and mobile technology. Comput. Biol. Medicine Evgin Göçeri
2020	J	`jnl`	CapsNet topology to classify tumours from brain images and comparative evaluation. IET Image Process. Evgin Göçeri
2020	C	`conf`	Convolutional Neural Network Based Desktop Applications to Classify Dermatological Diseases. IPAS Evgin Göçeri
2020	C	`conf`	Image Augmentation for Deep Learning Based Lesion Classification from Skin Images. IPAS Evgin Göçeri
2020	—	`conf`	Impact of Deep Learning and Smartphone Technologies in Dermatology: Automated Diagnosis. IPTA Evgin Göçeri
2019	—	`conf`	Analysis of Deep Networks with Residual Blocks and Different Activation Functions: Classification of Skin Diseases. IPTA Evgin Göçeri
2019	—	`conf`	Challenges and Recent Solutions for Image Segmentation in the Era of Deep Learning. IPTA Evgin Göçeri
2018	J	`jnl`	A method for liver segmentation in perfusion MR images using probabilistic atlases and viscous reconstruction. Pattern Anal. Appl. Esther Durá, Juan Domingo, Evgin Göçeri, Luis Martí-Bonmatí
2018	J	`jnl`	Automated Detection of Facial Disorders (ADFD): a novel approach based-on digital photographs. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Evgin Göçeri, Melih Günay
2016	J	`jnl`	Automatic labeling of portal and hepatic veins from MR images prior to liver transplantation. Int. J. Comput. Assist. Radiol. Surg. Evgin Göçeri
2016	C	`conf`	Iteratively Learning a Liver Segmentation Using Probabilistic Atlases: Preliminary Results. ICMLA Juan Domingo, Esther Durá, Evgin Göçeri
2016	C	`conf`	Machine Learning for Optimum CT-Prediction for qPCR. ICMLA Melih Günay, Evgin Göçeri, Rajarajeswari Balasubramaniyan
2016	J	`jnl`	Quantification of liver fat: A comprehensive review. Comput. Biol. Medicine Evgin Göçeri, Zarine K. Shah, Rick R. Layman, Xia Jiang, Metin N. Gurcan
2016	C	`conf`	Review on Machine Learning Based Lesion Segmentation Methods from Brain MR Images. ICMLA Evgin Göçeri, Esther Durá, Melih Günay
2015	C	`conf`	A Neural Network Based Kidney Segmentation from MR Images. ICMLA Numan Goceri, Evgin Göçeri
2015	C	`conf`	Artificial Neural Network Based Abdominal Organ Segmentations: A Review. ICMLA Evgin Göçeri, Esther Martinez
2015	C	`conf`	Automated Detection of Adenoviral Conjunctivitis Disease from Facial Images using Machine Learning. ICMLA Melih Günay, Evgin Göçeri, Taner Danisman
2014	J	`jnl`	Fully automated liver segmentation from SPIR image series. Comput. Biol. Medicine Evgin Göçeri, Metin Nafi Gürcan, Oguz Dicle
2012	—	`conf`	An automatic level set based liver segmentation from MRI data sets. IPTA Evgin Göçeri, M. Zubeyir Unlu, Cüneyt Güzelis, Oguz Dicle