Prof. Dr. EVGİN GÖÇERİ


Mühendislik Fakültesi, Biyomedikal Mühendisliği Bölümü

Klinik Mühendisliği


WoS Araştırma Alanları: Mühendislik Bilişim Ve Teknoloji (Eng), Mühendislik, Mühendislik Biyomedikal


Scopus Araştırma Alanları: Genel Mühendislik, Biyomühendislik


Avesis Araştırma Alanları: Biyomedikal Mühendisliği, Biyomedikal Görüntü İşleme, Mühendislik ve Teknoloji

Eğitim Bilgileri

2015 - 2016

2015 - 2016

Post Doktora

Ohio State University, College Of Medicine, Biomedical Informatics, Amerika Birleşik Devletleri

2007 - 2013

2007 - 2013

Doktora

İzmir Yüksek Teknoloji Enstitüsü, Fen Bilimleri Enstitüsü, Elektrik-Elektronik Mühendisliği Bölümü, Elektronik Ve Haberleşme Programı, Türkiye

1997 - 2002

1997 - 2002

Lisans

Ege Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü, Türkiye

Araştırma Alanları

Biyomedikal Mühendisliği

Biyomedikal Görüntü İşleme

Mühendislik ve Teknoloji

Akademik Faaliyetlere Dayalı Araştırma Alanları

Avesis Araştırma Alanları

    WoS Araştırma Alanları

      Scopus Araştırma Alanları

        Akademik Ünvanlar / Görevler

        2025 - Devam Ediyor

        2025 - Devam Ediyor

        Prof. Dr.

        Akdeniz Üniversitesi, Mühendislik Fakültesi, Biyomedikal Mühendisliği Bölümü

        2018 - 2025

        2018 - 2025

        Doç. Dr.

        Akdeniz Üniversitesi, Mühendislik Fakültesi, Biyomedikal Mühendisliği Bölümü

        2015 - 2018

        2015 - 2018

        Yrd. Doç. Dr.

        Akdeniz Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü

        Makaleler

        Tümü (35)
        SCI-E, SSCI, AHCI (29)
        SCI-E, SSCI, AHCI, ESCI (30)
        ESCI (1)
        Scopus (29)
        TRDizin (3)
        Diğer Yayınlar (3)

        Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler

        2021

        2021

        1. Analysis 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, (Tam Metin Bildiri) identifier

        2021

        2021

        2. Capsule 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, (Tam Metin Bildiri) identifier

        2021

        2021

        3. Automated 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, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

        2020

        2020

        4. Image 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, (Tam Metin Bildiri) identifier

        2020

        2020

        5. Convolutional 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, (Tam Metin Bildiri) identifier

        2020

        2020

        6. Comparative 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, (Tam Metin Bildiri) identifier

        2020

        2020

        7. Impact 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, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

        2019

        2019

        8. Skin 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, (Tam Metin Bildiri)

        2019

        2019

        9. Challenges 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, (Tam Metin Bildiri) identifier identifier

        2019

        2019

        10. Analysis 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, (Tam Metin Bildiri) identifier identifier

        2018

        2018

        11. On 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, (Özet Bildiri)

        2018

        2018

        12. Comparison 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, (Özet Bildiri)

        2018

        2018

        13. Formulas Behind Deep Learning Success

        GÖÇERİ E.

        International Conference on Applied Analysis and Mathematical Modeling (ICAAMM2018), İstanbul, Türkiye, 20 - 24 Haziran 2018, ss.156, (Özet Bildiri)

        2018

        2018

        14. A 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, (Özet Bildiri)

        2018

        2018

        15. Automated 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, (Özet Bildiri)

        2018

        2018

        16. Biomedical 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, (Özet Bildiri)

        2018

        2018

        17. Mobile 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, (Özet Bildiri) Sürdürülebilir Kalkınma

        2017

        2017

        18. Adaptive 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, (Tam Metin Bildiri) identifier identifier

        2017

        2017

        19. Deep 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, (Tam Metin Bildiri) identifier

        2017

        2017

        20. Intensity 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, (Tam Metin Bildiri)

        2017

        2017

        21. Computer-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, (Tam Metin Bildiri) identifier identifier

        2017

        2017

        22. Automated 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, (Tam Metin Bildiri) identifier identifier

        2015

        2015

        23. Artificial 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, (Tam Metin Bildiri) identifier identifier

        2015

        2015

        24. Automated 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, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

        2016

        2016

        25. Review 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, (Tam Metin Bildiri) identifier identifier

        2016

        2016

        26. Machine 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, (Tam Metin Bildiri) identifier identifier

        2016

        2016

        27. Iteratively 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, (Tam Metin Bildiri) identifier identifier

        2015

        2015

        28. A 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, (Tam Metin Bildiri) identifier

        2015

        2015

        29. Automated 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, (Tam Metin Bildiri)

        2015

        2015

        30. Automated 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, (Özet Bildiri)

        2015

        2015

        31. Effects 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, (Tam Metin Bildiri)

        2013

        2013

        32. A 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

        2012

        33. A 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

        2012

        34. An 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, (Tam Metin Bildiri) Creative Commons License identifier identifier

        2011

        2011

        35. Application 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, (Tam Metin Bildiri)

        2011

        2011

        36. Automatic 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, (Tam Metin Bildiri)

        2011

        2011

        37. Expectation 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, (Tam Metin Bildiri)

        2011

        2011

        38. PCA 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

        2010

        39. B-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

        2010

        40. Liver 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

        2010

        41. Interpolation 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, (Tam Metin Bildiri) identifier

        2007

        2007

        42. Developing an Image Processing Application on Compression and Filtering of Multidimensional Medical Images

        Göçeri E., Yaldır K.

        10th Integrated Design and Process Technology (IDPT-2007), Antalya, Türkiye, 3 - 08 Haziran 2007, ss.36-40, (Tam Metin Bildiri)

        2007

        2007

        43. Sustained 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, (Tam Metin Bildiri)

        2007

        2007

        44. Geliştirilmekte 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

        2007

        46. Çok Boyutlu Görüntüler için JPEG2000 Standardını Destekleyen Görüntü İşleme Uygulaması

        Göçeri E., Yaldır K.

        Akademik Bilişim, Kütahya, Türkiye, 31 Ocak - 02 Şubat 2007, ss.63-66, (Tam Metin Bildiri)