Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Brain tumor classification by using a novel convolutional neural network structure

POLAT Ö., Dokur Z., Ölmez T.
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY , vol.32, no.5, pp.1646-1660, 2022 (SCI-Expanded) identifier identifier

Determination of COPD severity from chest CT images using deep transfer learning network

POLAT Ö., ŞALK İ., DOĞAN Ö. T.
MULTIMEDIA TOOLS AND APPLICATIONS , vol.81, no.15, pp.21903-21917, 2022 (SCI-Expanded) identifier identifier

Automatic classification of volcanic rocks from thin section images using transfer learning networks

POLAT Ö., Polat A., EKİCİ T.
NEURAL COMPUTING & APPLICATIONS , vol.33, no.18, pp.11531-11540, 2021 (SCI-Expanded) identifier identifier

Classification of brain tumors from MR images using deep transfer learning

Polat Ö., Güngen C.
Journal Of Supercomputing , vol.77, no.7, pp.7236-7252, 2021 (SCI-Expanded) identifier identifier

Determination of Pneumonia in X-ray Chest Images by Using Convolutional Neural Network

POLAT Ö., Dokur Z., Ölmez T.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.29, no.3, pp.1615-1627, 2021 (SCI-Expanded) identifier identifier identifier

Classification of plutonic rock types using thin section images with deep transfer learning

Polat Ö., Polat A., Ekici T.
TURKISH JOURNAL OF EARTH SCIENCES , vol.30, no.4, pp.551-560, 2021 (SCI-Expanded) identifier identifier identifier

Protein fold classification with Grow-and-Learn network

Polat Ö., Dokur Z.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.25, no.2, pp.1184-1196, 2017 (SCI-Expanded) identifier identifier

Protein Fold Recognition Using Self-Organizing Map Neural Network

POLAT Ö., Dokur Z.
CURRENT BIOINFORMATICS , vol.11, no.4, pp.451-458, 2016 (SCI-Expanded) identifier identifier

Motifs and structural blocks retrieval by GHT

Cantoni V., Ferone A., Petrosino A., POLAT Ö.
EUROPEAN PHYSICAL JOURNAL PLUS , vol.129, no.6, 2014 (SCI-Expanded) identifier identifier

Protein motifs retrieval by SS terns occurrences

Cantoni V., Ferone A., Ozbudak Ö., Petrosino A.
PATTERN RECOGNITION LETTERS , vol.34, no.5, pp.559-563, 2013 (SCI-Expanded) identifier identifier

Articles Published in Other Journals

Improving the performance of brain stroke segmentation using window-adjusted images with deep learning

Polat Ö., Kartal M. S.
Gümüşhane Üniversitesi Fen Bilimleri Dergisi , vol.13, no.4, pp.1094-1109, 2023 (Peer-Reviewed Journal) identifier

Sadeleştirilmiş U-Net mimarisi ile beyin tümörü segmentasyonu

Polat Ö.
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi , vol.11, no.4, pp.856-861, 2022 (Peer-Reviewed Journal) identifier

Detection of Benign and Malignant Skin Cancer from Dermoscopic Images using Modified Deep Residual Learning Model

Kartal M. S., POLAT Ö.
Artificial Intelligence Theory and Applications , vol.2, no.2, pp.10-18, 2022 (Peer-Reviewed Journal) Sustainable Development

Evaluation of Poor Prognosis in rRT-PCR Positive Covid-19 Cases with Using Deep Transfer Learning Network

ŞALK İ., POLAT Ö., HASBEK M.
Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi (Online) , vol.5, no.2, pp.505-521, 2022 (Peer-Reviewed Journal)

Detection of Covid-19 from Chest CT Images Using Xception Architecture: A Deep Transfer Learning Based Approach

Polat Ö.
Sakarya University Journal of Science , vol.25, no.3, pp.813-823, 2021 (Peer-Reviewed Journal) Sustainable Development

Determination of highly effective attributes in fold level classification of proteins

POLAT Ö.
International Advanced Researches and Engineering Journal , vol.3, no.1, pp.32-39, 2019 (Peer-Reviewed Journal)

Hough Dönüşümü Kullanılarak Protein Yapısal Bloklarının Karşılaştırılması

ÖZBUDAK Ö., DOKUR Z., CANTONI V.
EMO Bilimsel Dergi , vol.3, no.6, pp.91-97, 2014 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Derin Öğrenme İle Ultrason Görüntülerinden Meme Kanseri Tespiti

Kartal M. S., POLAT Ö.
ULUSLARARASI KORKUT ATA BİLİMSEL ARAŞTIRMALAR KONGRESİ, Osmaniye, Turkey, 28 - 30 June 2022

Detection of benign and malignant skin cancer from dermoscopic images using modified deep residual learning model

Kartal M. S., POLAT Ö.
III. Uluslararası Sağlıkta Yapay Zeka Kongresi, İzmir, Turkey, 11 - 13 May 2022 Sustainable Development

Segmentation of Skin Lesions using U-Net with EfficientNetB7 Backbone EfficientNetB7 Omurgali U-Net ile Cilt Lezyonlarinin Segmentasyonu

Kartal M. S., Polat Ö.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022 Sustainable Development identifier

Detection of Pediatric Pneumonia from X-Ray Images using ResNet50 and GAL Networks

POLAT Ö.
2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Kocaeli, Turkey, 25 - 27 August 2021, pp.1-6 identifier

Detection of Covid-19 from Computed Tomography Images with DenseNet Based Deep Learning Models

Ala A., POLAT Ö.
29th Signal Processing and Communications Applications Conference (SIU2021), İstanbul, Turkey, 9 - 11 June 2021 Sustainable Development identifier identifier

Classification of Brain Tumors using Convolutional Neural Network from MR Images Evrisimsel Sinir Agi Kullanilarak MR Goruntulerinden Beyin Tumorlerinin Siniflandirilmasi

Gungen C., POLAT Ö., KARAKIŞ R.
28th Signal Processing and Communications Applications Conference, SIU 2020, Gaziantep, Turkey, 5 - 07 October 2020 identifier

Gender Classification with GAL Network

POLAT Ö.
27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019 identifier identifier

Determination of Highly Effective Attributes in Fold Level Classification of Proteins

POLAT Ö.
International Advanced Researches and Engineering Congress, 16 - 18 November 2017

Protein Fold Classification using Kohonen s Self Organizing Map

ÖZBUDAK Ö., DOKUR Z.
2nd International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2014, 7 - 09 April 2014

Comparison of GHT based Approaches to Structural Motif Retrieval

FERONE A., ÖZBUDAK Ö.
ICIAP 2013 Workshops, 9 - 13 September 2013

Search of Protein Structural Blocks through Secondary Structure Triplets

CANTONI V., FERONE A., ÖZBUDAK Ö., PETROSINO A.
3rd International Conference Image Processing Theory, Tools and Applications, IPTA'12, 15 - 18 October 2012 identifier

Hough Dönüşümü Kullanılarak Protein Yapısal Bloklarının Karşılaştırılması

ÖZBUDAK Ö., DOKUR Z., CANTONI V.
Elektrik-Elektronik ve Bilgisayar Mühendisliği Sempozyumu, ELECO 2012, Turkey, 29 November - 01 December 2012

Motif Retrieval by Exhaustive Matching and Couple Co occurrences

CANTONI V., FERONE A., ÖZBUDAK Ö., PETROSINO A.
9th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB'12, 12 - 14 July 2012

Protein Structural Motifs Search in Protein Data Bank

CANTONI V., FERONE A., ÖZBUDAK Ö., PETROSINO A.
International Conference on Computer Systems and Technologies, CompSysTech'12, 22 - 23 June 2012

Structural Motif Representation and search through Unsupervised NN

CANTONI V., FERONE A., ÖZBUDAK Ö., PETROSINO A.
22nd International Conference on Artificial Neural Networks, ICANN'12, 11 - 14 September 2012

Structural Analysis of Protein Secondary Structure by GHT

CANTONI V., FERONE A., ÖZBUDAK Ö., PETROSINO A.
21st International Conference on Pattern Recognition, ICPR'12, 11 - 15 November 2012 identifier

Effects of the Facial and Racial Features on Gender Classification

ÖZBUDAK Ö., KIRCI M., CAKIR Y., GUNES E. O.
IEEE MELECON 2010, 26 - 28 April 2010 identifier

Fast Gender Classification

ÖZBUDAK Ö., TÜKEL M., ŞEKER S.
IEEE International Conference on Computational Intelligence and Computing Research, ICCIC'10, 28 - 29 December 2010

On Ear Biometrics

KOCAMAN B., KIRCI M., GÜNEŞ E. O., ÇAKIR Y., ÖZBUDAK Ö.
IEEE EUROCON'09, 18 - 23 May 2009

Metrics

Publication

36

Citation (WoS)

68

H-Index (WoS)

5

Citation (Scopus)

88

H-Index (Scopus)

5

Project

4

Thesis Advisory

2
UN Sustainable Development Goals