Education
2015 - 2016
2015 - 2016Post Doctorate
Ohio State University, College Of Medicine, Biomedical Informatics, United States Of America
2007 - 2013
2007 - 2013Doctorate
Izmir Institute Of Technology, Fen Bilimleri Enstitüsü, Elektrik-Elektronik Mühendisliği Bölümü, Elektronik Ve Haberleşme Programı, Turkey
1997 - 2002
1997 - 2002Undergraduate
Ege University, Faculty Of Engineering, Bilgisayar Mühendisliği Bölümü, Turkey
Research Areas
Biomedical Engineering
Biomedical Image Processing
Engineering and Technology
Academic Positions
2018 - Continues
2018 - ContinuesAssociate Professor
Akdeniz University, Faculty of Engineering, Department of Biomedical Engineering
2015 - 2018
2015 - 2018Assistant Professor
Akdeniz University, Faculty of Engineering, Department of Computer Engineering
Journal articles indexed in SCI, SSCI, and AHCI
2025
2025An efficient network with CNN and transformer blocks for glioma grading and brain tumor classification from MRIs
GÖÇERİ E.
Expert Systems with Applications
, vol.268, 2025 (SCI-Expanded)
2024
2024A comprehensive investigation of multimodal deep learning fusion strategies for breast cancer classification
Nakach F., Idri A., GÖÇERİ E.
Artificial Intelligence Review
, vol.57, no.12, 2024 (SCI-Expanded)
2024
2024GAN based augmentation using a hybrid loss function for dermoscopy images
Göçeri E.
Artificial Intelligence Review
, vol.57, no.9, 2024 (SCI-Expanded)
2024
2024Vision transformer based classification of gliomas from histopathological images
GÖÇERİ E.
Expert Systems with Applications
, vol.241, 2024 (SCI-Expanded)
2024
2024Nuclei segmentation using attention aware and adversarial networks
GÖÇERİ E.
Neurocomputing
, vol.579, 2024 (SCI-Expanded)
2024
2024Exploring data mining and machine learning in gynecologic oncology
Idlahcen F., Idri A., GÖÇERİ E.
Artificial Intelligence Review
, vol.57, no.2, 2024 (SCI-Expanded)
2023
2023Medical image data augmentation: techniques, comparisons and interpretations
GÖÇERİ E.
Artificial Intelligence Review
, vol.56, no.11, pp.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
, vol.33, no.5, pp.1727-1744, 2023 (SCI-Expanded)
2023
2023Classification of skin cancer using adjustable and fully convolutional capsule layers
GÖÇERİ E.
Biomedical Signal Processing and Control
, vol.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
, vol.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
, vol.134, 2021 (SCI-Expanded)
2021
2021Deep learning based classification of facial dermatological disorders
GÖÇERİ E.
COMPUTERS IN BIOLOGY AND MEDICINE
, vol.128, 2021 (SCI-Expanded)
2020
2020CapsNet topology to classify tumours from brain images and comparative evaluation
GÖÇERİ E.
IET IMAGE PROCESSING
, vol.14, no.5, pp.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
, vol.35, no.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
, vol.21, no.4, pp.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
, vol.33, no.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
, vol.33, no.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
, vol.12, no.3, 2017 (SCI-Expanded)
2017
2017Probabilistic liver atlas construction
Dura E., Domingo J., Ayala G., Marti-Bonmati L., GÖÇERİ E.
BIOMEDICAL ENGINEERING ONLINE
, vol.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
, vol.11, no.12, pp.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
, vol.32, no.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
, vol.71, pp.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
, vol.23, no.3, pp.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
, vol.53, pp.265-278, 2014 (SCI-Expanded)
Articles Published in Other Journals
2021
2021An Application for Automated Diagnosis of Facial Dermatological Diseases
GÖÇERİ E.
Izmir Katip Celebi University Faculty of Health Science Journal , vol.6, no.3, pp.91-99, 2021 (Peer-Reviewed Journal)
2018
2018Fully Automated and Adaptive Intensity Normalization Using Statistical Features for Brain MR Images
GÖÇERİ E.
Celal Bayar Üniversitesi Fen Bilimleri Dergisi
, vol.14, pp.125-134, 2018 (Peer-Reviewed Journal)
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
, vol.6, no.6, pp.607-617, 2018 (ESCI)
2017
2017Advances in Digital Pathology
GÖÇERİ E.
International Journal of Emerging Trends in Health Sciences
, vol.1, no.2, pp.49-55, 2017 (Peer-Reviewed Journal)
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 , vol.1, no.1, pp.1, 2017 (Peer-Reviewed Journal)
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 , vol.13, no.3, pp.337-346, 2007 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences
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 July 2021, pp.53-60, (Full Text)
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 July 2021, pp.29-36, (Full Text)
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 July 2021, pp.48-51, (Full Text)
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, Italy, 9 - 11 December 2020, pp.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, Italy, 9 - 11 December 2020, pp.138-143, (Full Text)
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, Croatia, 23 - 25 July 2020, pp.237-242, (Full Text)
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 November 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, Portugal, 16 - 18 October 2019, vol.34, pp.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, Turkey, 6 - 09 November 2019, (Full Text)
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, Turkey, 6 - 09 November 2019, (Full Text)
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, Turkey, 3 - 06 July 2018, pp.99, (Summary Text)
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, Turkey, 3 - 06 July 2018, pp.98
2018
2018Formulas Behind Deep Learning Success
GÖÇERİ E.
International Conference on Applied Analysis and Mathematical Modeling (ICAAMM2018), İstanbul, Turkey, 20 - 24 June 2018, pp.156, (Summary Text)
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, Turkey, 20 - 24 June 2018, pp.18, (Summary Text)
2018
2018Automated Measurement of Changes in Cortical Thickness from MR Images
GÖÇERİ E.
International Conference on Applied Analysis and Mathematical Modeling (ICAAMM2018), İstanbul, Turkey, 20 - 24 June 2018, pp.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, Turkey, 28 - 30 April 2018, pp.132
2018
2018Mobile Health Technologies for Patients with Mental Illness
GÖÇERİ E., Songül C.
The 7th International Conference on Advanced Technologies (ICAT’18), Antalya, Turkey, 28 - 30 April 2018, pp.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, Portugal, 18 - 20 October 2017, vol.27, pp.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, Portugal, 20 - 23 July 2017, pp.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, Portugal, 21 - 23 July 2017, pp.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, Turkey, 5 - 08 October 2017, pp.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, Turkey, 5 - 08 October 2017, pp.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, United States Of America, 9 - 11 December 2015, pp.1191-1194, (Full Text)
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, United States Of America, 9 - 11 December 2015, pp.1204-1209, (Full Text)
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, United States Of America, 18 - 20 December 2016, pp.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, United States Of America, 18 - 20 December 2016, pp.588-592, (Full Text)
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, United States Of America, 18 - 20 December 2016, pp.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, United States Of America, 9 - 11 December 2015, pp.1195-1198, (Full Text)
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, United States Of America, 9 - 11 December 2015, pp.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, Turkey, 15 - 19 May 2015, pp.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, Turkey, 15 - 19 May 2015, pp.90, (Full Text)
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, Belgium, 26 - 27 November 2013, pp.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, Turkey, 3 - 05 October 2012, pp.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, Turkey, 15 - 18 October 2012, pp.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, Canada, 31 July - 04 August 2011, vol.38, no.6, pp.3678-3679, (Full Text)
2011
2011Automatic Kidney Segmentation Using Gaussian Mixture Model on MRI Sequences
GÖÇERİ E.
International Conference on Electric and Electronics (EEIC 2011), Nanchang, China, 20 - 22 June 2011, pp.23-29, (Full Text)
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, Albania, 2 - 04 June 2011, pp.649-656, (Full Text)
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, Albania, 2 - 04 June 2011, pp.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, Singapore, 4 - 06 December 2010, pp.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, Turkey, 23 - 25 September 2010, pp.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, Turkey, 20 - 22 April 2010, pp.137-143, (Full Text)
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, Turkey, 3 - 08 June 2007, pp.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, Turkey, 23 - 25 May 2007, pp.305-311, (Full Text)
2007
2007Geliştirilmekte Olan Görüntü Sıkıştırma Standardı JPEG2000 ve Eklenen Yeni Özellikleri
GÖÇERİ E., YALDIR A.
Akademik Bilişim, Kütahya, Turkey, 31 January - 02 February 2007, pp.67-72
2007
2007Geliştirilmekte Olan Görüntü Sıkıştırma Standardı JPEG2000 ve Eklenen Yeni Özellikleri. Akademik Bilişim
GÖÇERİ E., Yaldır K.
Akademik Bilişim, Kütahya, Turkey, 31 January - 02 February 2007, pp.67-72
2007
2007