Eğitim Bilgileri
2015 - 2016
2015 - 2016Post Doktora
Ohio State University, College Of Medicine, Biomedical Informatics, Amerika Birleşik Devletleri
2007 - 2013
2007 - 2013Doktora
İzmir Yüksek Teknoloji Enstitüsü, Fen Bilimleri Enstitüsü, Elektrik-Elektronik Mühendisliği Bölümü, Elektronik Ve Haberleşme Programı, Türkiye
1997 - 2002
1997 - 2002Lisans
Ege Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü, Türkiye
Araştırma Alanları
Biyomedikal Mühendisliği
Biyomedikal Görüntü İşleme
Mühendislik ve Teknoloji
Akademik Unvanlar / Görevler
2018 - Devam Ediyor
2018 - Devam EdiyorDoç. Dr.
Akdeniz Üniversitesi, Mühendislik Fakültesi, Biyomedikal Mühendisliği Bölümü
2015 - 2018
2015 - 2018Yrd. Doç. Dr.
Akdeniz Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler
2024
2024A comprehensive investigation of multimodal deep learning fusion strategies for breast cancer classification
Nakach F., Idri A., GÖÇERİ E.
Artificial Intelligence Review
, cilt.57, sa.12, 2024 (SCI-Expanded)
2024
2024GAN based augmentation using a hybrid loss function for dermoscopy images
GÖÇERİ E.
Artificial Intelligence Review
, cilt.57, sa.9, 2024 (SCI-Expanded)
2024
2024Vision transformer based classification of gliomas from histopathological images
GÖÇERİ E.
Expert Systems with Applications
, cilt.241, 2024 (SCI-Expanded)
2024
2024Nuclei segmentation using attention aware and adversarial networks
GÖÇERİ E.
Neurocomputing
, cilt.579, 2024 (SCI-Expanded)
2024
2024Exploring data mining and machine learning in gynecologic oncology
Idlahcen F., Idri A., GÖÇERİ E.
Artificial Intelligence Review
, cilt.57, sa.2, 2024 (SCI-Expanded)
2023
2023Medical image data augmentation: techniques, comparisons and interpretations
GÖÇERİ E.
Artificial Intelligence Review
, cilt.56, sa.11, ss.12561-12605, 2023 (SCI-Expanded)
2023
2023Comparison of the impacts of dermoscopy image augmentation methods on skin cancer classification and a new augmentation method with wavelet packets
GÖÇERİ E.
International Journal of Imaging Systems and Technology
, cilt.33, sa.5, ss.1727-1744, 2023 (SCI-Expanded)
2023
2023Classification of skin cancer using adjustable and fully convolutional capsule layers
GÖÇERİ E.
Biomedical Signal Processing and Control
, cilt.85, 2023 (SCI-Expanded)
2023
2023Evaluation of denoising techniques to remove speckle and Gaussian noise from dermoscopy images
GÖÇERİ E.
Computers in Biology and Medicine
, cilt.152, 2023 (SCI-Expanded)
2021
2021Diagnosis of skin diseases in the era of deep learning and mobile technology
GÖÇERİ E.
COMPUTERS IN BIOLOGY AND MEDICINE
, cilt.134, 2021 (SCI-Expanded)
2021
2021Deep learning based classification of facial dermatological disorders
GÖÇERİ E.
COMPUTERS IN BIOLOGY AND MEDICINE
, cilt.128, 2021 (SCI-Expanded)
2020
2020CapsNet topology to classify tumours from brain images and comparative evaluation
GÖÇERİ E.
IET IMAGE PROCESSING
, cilt.14, sa.5, ss.882-889, 2020 (SCI-Expanded)
2019
2019Diagnosis of Alzheimer's disease with Sobolev gradient-based optimization and 3D convolutional neural network
GÖÇERİ E.
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING
, cilt.35, sa.7, 2019 (SCI-Expanded)
2018
2018A method for liver segmentation in perfusion MR images using probabilistic atlases and viscous reconstruction
Dura E., Domingo J., GÖÇERİ E., Marti-Bonmati L.
PATTERN ANALYSIS AND APPLICATIONS
, cilt.21, sa.4, ss.1083-1095, 2018 (SCI-Expanded)
2017
2017Quantitative validation of anti-PTBP1 antibody for diagnostic neuropathology use: Image analysis approach
GÖÇERİ E., Goksel B., Elder J. B., Puduvalli V. K., Otero J. J., Gurcan M. N.
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING
, cilt.33, sa.11, 2017 (SCI-Expanded)
2017
2017Vessel segmentation from abdominal magnetic resonance images: adaptive and reconstructive approach
Goceri E., Shah Z. K., Gurcan M. N.
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING
, cilt.33, sa.4, 2017 (SCI-Expanded)
2017
2017Automated fluorescent miscroscopic image analysis of PTBP1 expression in glioma
Kaya B., GÖÇERİ E., Becker A., Elder B., Puduvalli V., Winter J., et al.
PLOS ONE
, cilt.12, sa.3, 2017 (SCI-Expanded)
2017
2017Probabilistic liver atlas construction
Dura E., Domingo J., Ayala G., Marti-Bonmati L., GÖÇERİ E.
BIOMEDICAL ENGINEERING ONLINE
, cilt.16, 2017 (SCI-Expanded)
2016
2016Automatic labeling of portal and hepatic veins from MR images prior to liver transplantation
GÖÇERİ E.
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY
, cilt.11, sa.12, ss.2153-2161, 2016 (SCI-Expanded)
2016
2016Fully automated liver segmentation using Sobolev gradient-based level set evolution
GÖÇERİ E.
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING
, cilt.32, sa.11, 2016 (SCI-Expanded)
2016
2016Quantification of liver fat: A comprehensive review
Goceri E., Shah Z. K., Layman R., Jiang X., Gurcan M. N.
COMPUTERS IN BIOLOGY AND MEDICINE
, cilt.71, ss.174-189, 2016 (SCI-Expanded)
2015
2015A comparative performance evaluation of various approaches for liver segmentation from SPIR images
GÖÇERİ E., Ünlü M. Z., Dicle O.
Turkish Journal of Electrical Engineering and Computer Sciences
, cilt.23, sa.3, ss.741-768, 2015 (SCI-Expanded)
2014
2014Fully automated liver segmentation from SPIR image series
Goceri E., Guercan M. N., DİCLE O.
COMPUTERS IN BIOLOGY AND MEDICINE
, cilt.53, ss.265-278, 2014 (SCI-Expanded)
Diğer Dergilerde Yayınlanan Makaleler
2021
2021An Application for Automated Diagnosis of Facial Dermatological Diseases
GÖÇERİ E.
Izmir Katip Celebi University Faculty of Health Science Journal , cilt.6, sa.3, ss.91-99, 2021 (Hakemli Dergi)
2018
2018Fully Automated and Adaptive Intensity Normalization Using Statistical Features for Brain MR Images
GÖÇERİ E.
Celal Bayar Üniversitesi Fen Bilimleri Dergisi
, cilt.14, ss.125-134, 2018 (Hakemli Dergi)
2018
2018Automated Detection of Facial Disorders (ADFD): a novel approach based-on digital photographs
GÖÇERİ E., GÜNAY M.
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION
, cilt.6, sa.6, ss.607-617, 2018 (ESCI)
2017
2017Advances in Digital Pathology
GÖÇERİ E.
International Journal of Emerging Trends in Health Sciences
, cilt.1, sa.2, ss.49-55, 2017 (Hakemli Dergi)
2017
2017MR Kafa Görüntülerinden Otomatik Kafatası, Doku ve Lezyon Bölütlemesi: Olasılıksal ve Kararlı Bir Yaklaşım
GÖÇERİ E., GÜNAY M., ŞENOL A. U.
Süleyman Demirel Üniversitesi Fen Bilimleri Dergisi , cilt.1, sa.1, ss.1, 2017 (Hakemli Dergi)
2007
2007JPEG2000 Standardının Yeni Özelliklerini Destekleyen Bir Görüntü İşleme Uygulaması Geliştirilmesi
GÖÇERİ E., YALDIR A.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.13, sa.3, ss.337-346, 2007 (Hakemli Dergi)
Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar
2021
2021Analysis of Capsule Networks for Image Classification
GÖÇERİ E.
The 15th International Conference on Computer Graphics, Visualization, Computer Vision and Image Processing (CVGCVIP 2021), 21 - 23 Temmuz 2021, ss.53-60
2021
2021Capsule Neural Networks in Classification of Skin Lesions
GÖÇERİ E.
The 15th International Conference on Computer Graphics, Visualization, Computer Vision and Image Processing (CVGCVIP 2021), 21 - 23 Temmuz 2021, ss.29-36
2021
2021Automated Skin Cancer Detection: Where We Are and The Way to The Future
GÖÇERİ E.
44th International Conference on Telecommunications and Signal Processing (TSP), ELECTR NETWORK, 26 - 28 Temmuz 2021, ss.48-51
2020
2020Image Augmentation for Deep Learning Based Lesion Classification from Skin Images
GÖÇERİ E.
The 4th IEEE International Conference on Image Processing, Applications and Systems (IPAS 2020), Cenova, İtalya, 9 - 11 Aralık 2020, ss.144-148
2020
2020Convolutional Neural Network Based Desktop Applications to Classify Dermatological Diseases
GÖÇERİ E.
The 4th IEEE International Conference on Image Processing, Applications and Systems (IPAS 2020), Cenova, İtalya, 9 - 11 Aralık 2020, ss.138-143
2020
2020Comparative Evaluations of CNN Based Networks for Skin Lesion Classification
GÖÇERİ E., AKMAN KARAKAŞ A.
14th International Conference on Computer Graphics, Visualization, Computer Vision and Image Processing (CGVCVIP2020), Zagreb, Hırvatistan, 23 - 25 Temmuz 2020, ss.237-242
2020
2020Impact of Deep Learning and Smartphone Technologies in Dermatology: Automated Diagnosis
GÖÇERİ E.
10th International Conference on Image Processing Theory, Tools and Applications (IPTA), ELECTR NETWORK, 9 - 12 Kasım 2020
2019
2019Skin Disease Diagnosis from Photographs Using Deep Learning
GÖÇERİ E.
VII. Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE 2019), Porto, Portekiz, 16 - 18 Ekim 2019, cilt.34, ss.239-246
2019
2019Challenges and Recent Solutions for Image Segmentation in the Era of Deep Learning
GÖÇERİ E.
9th International Conference on Image Processing Theory, Tools and Applications (IPTA), İstanbul, Türkiye, 6 - 09 Kasım 2019
2019
2019Analysis of Deep Networks with Residual Blocks and Different Activation Functions: Classification of Skin Diseases
GÖÇERİ E.
9th International Conference on Image Processing Theory, Tools and Applications (IPTA), İstanbul, Türkiye, 6 - 09 Kasım 2019
2018
2018On The Importance of Batch Size for Deep Learning
GÖÇERİ E., Gooya A.
Conf. on Mathematics (ICOMATH2018), An Istanbul Meeting for World Mathematicians, Minisymposium on Approximation Theory Minisymposium on Math Education, İstanbul, Türkiye, 3 - 06 Temmuz 2018, ss.99
2018
2018Comparison of Weighted K-Means Clustering Approaches
GÖÇERİ E., Dura E.
International Conf. on Mathematics (ICOMATH2018), An Istanbul Meeting for World Mathematicians, Minisymposium on Approximation Theory Minisymposium on Math Education, İstanbul, Türkiye, 3 - 06 Temmuz 2018, ss.98
2018
2018Formulas Behind Deep Learning Success
GÖÇERİ E.
International Conference on Applied Analysis and Mathematical Modeling (ICAAMM2018), İstanbul, Türkiye, 20 - 24 Haziran 2018, ss.156
2018
2018A Method for Leukocyte Segmentation Using Modified Gram-Schmidt Orthogonalization and Expectation-Maximization
GÖÇERİ E.
International Conference on Applied Analysis and Mathematical Modeling (ICAAMM2018), İstanbul, Türkiye, 20 - 24 Haziran 2018, ss.18
2018
2018Automated Measurement of Changes in Cortical Thickness from MR Images
GÖÇERİ E.
International Conference on Applied Analysis and Mathematical Modeling (ICAAMM2018), İstanbul, Türkiye, 20 - 24 Haziran 2018, ss.78
2018
2018Biomedical Information Technology: Image Based Computer Aided Diagnosis Systems
GÖÇERİ E., Songül C.
The 7th International Conference on Advanced Technologies (ICAT’18), Antalya, Türkiye, 28 - 30 Nisan 2018, ss.132
2018
2018Mobile Health Technologies for Patients with Mental Illness
GÖÇERİ E., Songül C.
The 7th International Conference on Advanced Technologies (ICAT’18), Antalya, Türkiye, 28 - 30 Nisan 2018, ss.146
2017
2017Adaptive Bias Field Correction: Application on Abdominal MR Images
GÖÇERİ E., Dura E., Esteve J. D., GÜNAY M.
6th ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE), Porto, Portekiz, 18 - 20 Ekim 2017, cilt.27, ss.102-110
2017
2017Deep Learning in Medical Image Analysis: Recent Advances and Future Trends
GÖÇERİ E., GOCERI N.
Computer Graphics, Visualization, Computer Vision and Image Processing (CGVCVIP2017), Lisbon, Portekiz, 20 - 23 Temmuz 2017, ss.305-310
2017
2017Intensity Normalization in Brain MR Images Using Spatially Varying Distribution Matching
GÖÇERİ E.
11th International Conference on Computer Graphics, Visualization, Computer Vision and Image Processing (CGVCVIP), Lisbon, Portekiz, 21 - 23 Temmuz 2017, ss.300-304
2017
2017Computer-Based Segmentation, Change Detection and Quantification for Lesions in Multiple Sclerosis
GÖÇERİ E., Songul C.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.177-182
2017
2017Automated Detection and Extraction of Skull from MR Head Images: Preliminary Results
GÖÇERİ E., Songul C.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.171-176
2015
2015Artificial neural network based abdominal organ segmentations: A review
Goceri E., MARTINEZ E.
IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015, Florida, Amerika Birleşik Devletleri, 9 - 11 Aralık 2015, ss.1191-1194
2015
2015Automated detection of adenoviral conjunctivitis disease from facial images using machine learning
GÜNAY M., KUCUKOGLU I., GÖÇERİ E., DANIŞMAN T., ALTURJMAN F.
IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015, Florida, Amerika Birleşik Devletleri, 9 - 11 Aralık 2015, ss.1204-1209
2016
2016Review on Machine Learning Based Lesion Segmentation Methods from Brain MR Images
GÖÇERİ E., Dura E., GÜNAY M.
15th IEEE International Conference on Machine Learning and Applications (ICMLA), California, Amerika Birleşik Devletleri, 18 - 20 Aralık 2016, ss.582-587
2016
2016Machine Learning for Optimum CT-Prediction for qPCR
GÜNAY M., GÖÇERİ E., Balasubramaniyan R.
15th IEEE International Conference on Machine Learning and Applications (ICMLA), California, Amerika Birleşik Devletleri, 18 - 20 Aralık 2016, ss.588-592
2016
2016Iteratively learning a liver segmentation using probabilistic atlases: preliminary results
Domingo J., Dura E., GÖÇERİ E.
15th IEEE International Conference on Machine Learning and Applications (ICMLA), California, Amerika Birleşik Devletleri, 18 - 20 Aralık 2016, ss.593-598
2015
2015A Neural Network Based Kidney Segmentation from MR Images
GÖÇERİ N., GÖÇERİ E.
The 14th IEEE International Conference on Machine Learning and Applications (ICMLA’15), Miami, Amerika Birleşik Devletleri, 9 - 11 Aralık 2015, ss.1195-1198
2015
2015Automated Detection of Adenoviral Conjunctivitis Disease from Facial Images using Machine Learning
GÜNAY M., GÖÇERİ E., DANIŞMAN T.
14th IEEE International Conference on Machine Learning and Applications, Miami, Amerika Birleşik Devletleri, 9 - 11 Aralık 2015, ss.1
2015
2015Automated Detection of Facial Disorders (ADFD): A Novel Approach Based-on Digital Photographs
GÖÇERİ E., GÜNAY M., Alturjman F.
The 28th International Conference of The Jangjeon Mathematical Society, Antalya, Türkiye, 15 - 19 Mayıs 2015, ss.126
2015
2015Effects of Chosen Scalar Products on Gradient Descent Algorithms
GÖÇERİ E.
The 28th International Conference of The Jangjeon Mathematical Society (ICJMS 2015), Antalya, Türkiye, 15 - 19 Mayıs 2015, ss.90
2013
2013A Level Set Method with Sobolev Gradient and Haralick Edge Detection
GÖÇERİ E., Dura E.
The 9th World Conference on Information Technology (WCIT 2013), Brüksel, Belçika, 26 - 27 Kasım 2013, ss.5
2012
2012A Liver Segmentation Method Based on Partial Differential Equation and Signed Pressure Force Function
GÖÇERİ E., Ünlü M., Güzeliş C., Dicle O.
17th National Biomedical Engineering Meeting Proceedings (BIYOMUT 2012), İstanbul, Türkiye, 3 - 05 Ekim 2012, ss.237-240
2012
2012An Automatic Level Set Based Liver Segmentation from MRI Data Sets
Goceri E., UNLU M. Z., GUZELIS C., DICLE O.
3rd International Conference on Image Processing Theory, Tools and Applications (IPTA), İstanbul, Türkiye, 15 - 18 Ekim 2012, ss.192-197
2011
2011Application of the Histogram Analysis in Radiation Therapy HART: An Open Source Software System
Pyakuryal, A., Pokhrel, D., Gopalakrishnan M., Jang S., Jincong L., GÖÇERİ E., et al.
54th American Association of Physicsts in Medicine (AAPM) Meeting, Vancouver, Kanada, 31 Temmuz - 04 Ağustos 2011, cilt.38, sa.6, ss.3678-3679
2011
2011Automatic Kidney Segmentation Using Gaussian Mixture Model on MRI Sequences
GÖÇERİ E.
International Conference on Electric and Electronics (EEIC 2011), Nanchang, Çin, 20 - 22 Haziran 2011, ss.23-29
2011
2011Expectation Maximization And Gaussian Model Based Segmentation on Histology Slides
GÖÇERİ E.
The International Symposium on Computing in Informatics and Mathematics (ISCIM 2011), Tirana-Durres, Arnavutluk, 2 - 04 Haziran 2011, ss.649-656
2011
2011PCA Based Bayesian Approach for Automatic Multiple Sclerosis Lesion Detection
GÖÇERİ E.
The International Symposium on Computing in Informatics and Mathematics (ISCIM 2011), Tirana-Durres, Arnavutluk, 2 - 04 Haziran 2011, ss.687-694
2010
2010B-Spline Based MR and CT Image Registration for Pre-operation of Liver Transplantation
GÖÇERİ E.
The International Congress on Applications and Computer Science, (CACS2010), Singapur, Singapur, 4 - 06 Aralık 2010, ss.952-955
2010
2010Liver Segmentation Techniques in MRI with Performance Analysis of Two Level Set Based Methods and A Novel Segmentation Approach
GÖÇERİ E., Ünlü M.
5th National Biomechanical Congress (with international participation), İzmir, Türkiye, 23 - 25 Eylül 2010, ss.53
2010
2010Interpolation approaches and spline based resampling for MR images
Göçeri E., LOMÉNIE N.
2010 5th International Symposium on Health Informatics and Bioinformatics, HIBIT 2010, Antalya, Türkiye, 20 - 22 Nisan 2010, ss.137-143
2007
2007Developing an Image Processing Application on Compression and Filtering of Multidimensional Medical Images
GÖÇERİ E., Yaldır K.
10th Integrated Design and Process Technology (IDPT-2007), Antalya, Türkiye, 3 - 08 Haziran 2007, ss.36-40
2007
2007Sustained Image Quality When Performing Image Processing Tehcniques on Wavelet Compressed Medical Images
GÖÇERİ E., Yaldr A.
Second Annual Yök-Suny Collaboration Symposium, Scientific Collaboration For Sustainable Development, Adana, Türkiye, 23 - 25 Mayıs 2007, ss.305-311
2007
2007Geliştirilmekte Olan Görüntü Sıkıştırma Standardı JPEG2000 ve Eklenen Yeni Özellikleri
GÖÇERİ E., YALDIR A.
Akademik Bilişim, Kütahya, Türkiye, 31 Ocak - 02 Şubat 2007, ss.67-72
2007
2007Geliştirilmekte Olan Görüntü Sıkıştırma Standardı JPEG2000 ve Eklenen Yeni Özellikleri. Akademik Bilişim
GÖÇERİ E., Yaldır K.
Akademik Bilişim, Kütahya, Türkiye, 31 Ocak - 02 Şubat 2007, ss.67-72
2007
2007