Doç.Dr. EVGİN GÖÇERİ


Mühendislik Fakültesi, Biyomedikal Mühendisliği Bölümü

Klinik Mühendisliği


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

Metrikler

Yayın

73

Atıf (WoS)

603

H-İndeks (WoS)

13

Atıf (Scopus)

1162

H-İndeks (Scopus)

22

Proje

4

Açık Erişim

7
BM Sürdürülebilir Kalkınma Amaçları

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 Unvanlar / Görevler

2018 - Devam Ediyor

2018 - Devam Ediyor

Doç.Dr.

Akdeniz Üniversitesi, Mühendislik Fakültesi, Biyomedikal Mühendisliği Bölümü

2015 - 2018

2015 - 2018

Yrd.Doç.Dr.

Akdeniz Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

2021

2021

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 identifier

2021

2021

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 identifier

2021

2021

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 Sürdürülebilir Kalkınma identifier identifier

2020

2020

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 identifier

2020

2020

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 identifier

2020

2020

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 identifier

2020

2020

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 Sürdürülebilir Kalkınma identifier identifier

2019

2019

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

2019

2019

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 identifier identifier

2019

2019

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 identifier identifier

2018

2018

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

2018

2018

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

2018

2018

Formulas Behind Deep Learning Success

GÖÇERİ E.

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

2018

2018

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

2018

2018

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

2018

2018

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

2018

2018

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 Sürdürülebilir Kalkınma

2017

2017

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 identifier identifier

2017

2017

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 identifier

2017

2017

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

2017

2017

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 identifier identifier

2017

2017

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 identifier identifier

2015

2015

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 identifier identifier

2015

2015

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 Sürdürülebilir Kalkınma identifier identifier

2016

2016

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 identifier identifier

2016

2016

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 identifier identifier

2016

2016

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 identifier identifier

2015

2015

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 identifier

2015

2015

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

2015

2015

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

2015

2015

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

2013

2013

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

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

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 Creative Commons License identifier identifier

2011

2011

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

2011

2011

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

2011

2011

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

2011

2011

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

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

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

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 identifier

2007

2007

Developing 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

2007

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

2007

2007

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

Çok Boyutlu Görüntüler için JPEG2000 Standardını Destekleyen Görüntü İşleme Uygulaması

GÖÇERİ E., Yaldır K.

Akademik Bilişim, Kütahya, Türkiye, 31 Ocak - 02 Şubat 2007, ss.63-66