Gokhan Bilgin

Gokhan Bilgin

Yildiz Teknik Üniversitesi

H-index: 17

Asia-Turkey

About Gokhan Bilgin

Gokhan Bilgin, With an exceptional h-index of 17 and a recent h-index of 16 (since 2020), a distinguished researcher at Yildiz Teknik Üniversitesi, specializes in the field of Machine Learning, Image Processing, Data Science, Remote Sensing, Biomedical Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Histopatoloji Görüntülerinin İşlenmesi ve Analizi

Segmentation, Detection and Tracking of Video Objects for Interactive Video Editing Application

Active learning with Bayesian CNN using the BALD method for Hyperspectral Image Classification

Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features

Classification of tissue types in histology images using graph convolutional networks

Classification of Breast Cancer Histopathological Images with Deep Transfer Learning Methods

SARS-CoV-2 Detection Using Chest X-Ray Images with Deep Learning Methods

Detection of mitotic cells in breast cancer histopathological images using deep versus handcrafted features

Gokhan Bilgin Information

University

Position

Associate Professor of Computer Science

Citations(all)

1291

Citations(since 2020)

870

Cited By

777

hIndex(all)

17

hIndex(since 2020)

16

i10Index(all)

27

i10Index(since 2020)

23

Email

University Profile Page

Yildiz Teknik Üniversitesi

Google Scholar

View Google Scholar Profile

Gokhan Bilgin Skills & Research Interests

Machine Learning

Image Processing

Data Science

Remote Sensing

Biomedical Analysis

Top articles of Gokhan Bilgin

Title

Journal

Author(s)

Publication Date

Histopatoloji Görüntülerinin İşlenmesi ve Analizi

Turkiye Klinikleri Biomedical-Special Topics

Ömer Faruk KARAASLAN

Gökhan BİLGİN

2023

Segmentation, Detection and Tracking of Video Objects for Interactive Video Editing Application

Kubilay Koyuncuoğlu

Alişan Erdemli

Haydar Inal Incedal

Gokhan Bilgin

2023/9/13

Active learning with Bayesian CNN using the BALD method for Hyperspectral Image Classification

Mesopotamian Journal of Big Data

Mahmood Siddeeq Qadir

Gokhan BİLGİN

2023/6/7

Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features

IEEE Journal of Biomedical and Health Informatics

Nurullah Calik

Abdulkadir Albayrak

Aslı Akhan

Ilknur Turkmen

Abdulkerim Capar

...

2022/11/1

Classification of tissue types in histology images using graph convolutional networks

Esra Tepe

Gokhan Bilgin

2022/6/6

Classification of Breast Cancer Histopathological Images with Deep Transfer Learning Methods

Computational Intelligence and Neuroscience

Musa Adamu Wakili

Harisu Abdullahi Shehu

Md Haidar Sharif

Md Haris Uddin Sharif

Abubakar Umar

...

2022

SARS-CoV-2 Detection Using Chest X-Ray Images with Deep Learning Methods

Ediz Aydogan

Abdullah Genc

Gokhan Bilgin

2022/10/31

Detection of mitotic cells in breast cancer histopathological images using deep versus handcrafted features

Multimedia Tools and Applications

I Onur Sigirci

Abdulkadir Albayrak

Gokhan Bilgin

2022/4/1

Graph neural networks for colorectal histopathological image classification

Esra Tepe

Gokhan Bilgin

2022/10/31

Comprehensive Analysis of Deep Learning Methods on Gender Identification Using Speech Signals

Özgür Özdemir

Gokhan Bilgin

2022/9/7

Spectral-spatial classification of hyperspectral images using BERT-based methods with HyperSLIC segment embeddings

Remote Sensing

Jacopo Acquarelli

Elena Marchiori

Lutgarde MC Buydens

Thanh Tran

Twan Van Laarhoven

2018/7/21

A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability

Medical & Biological Engineering & Computing

Abdulkadir Albayrak

Asli Unlu Akhan

Nurullah Calik

Abdulkerim Capar

Gokhan Bilgin

...

2021/8

Classification of Breast Cancer Images by Transfer Learning Approach Using Different Patching Sizes

Emre Celik

Gokhan Bilgin

2021/11/4

Comparison of Data-Driven and Morphological Features for Cell Segmentation in Histopathological Images

Omer Faruk Karaaslan

Gokhan Bilgin

2021/6/9

Semantic Segmentation of Histopathological Images with Fully and Dilated Convolutional Networks

Huseyin Turhan

Gokhan Bilgin

2021/11/4

Histopathological Image Segmentation Using U-Net Based Models

Nuh Hatipoglu

Gokhan Bilgin

2021/11/4

Auto-correlation for Predicting Neutral Emotion State on Speech Emotion Recognition

Özgür Özdemir

Gokhan Bilgin

2021/10/6

Classification of Histopathological Images by Spatial Feature Extraction and Morphological Methods

Cemal Efe Tezcan

Berk Kiras

Gokhan Bilgin

2021/11/4

SAR image classification post-processing with multiscale complementary Gaussian kernel weighting

Signal, Image and Video Processing

Unsal Gokdag

Gokhan Bilgin

2021/10

Segmentation of Nucleus in Histopathological Images Using Deep Learning Architectures

Ogun Ayaz

Hamdullah Usta

Gokhan Bilgin

2021/11/4

See List of Professors in Gokhan Bilgin University(Yildiz Teknik Üniversitesi)

Co-Authors

H-index: 43
Metin N. Gurcan

Metin N. Gurcan

Wake Forest University

H-index: 34
Sarp Erturk

Sarp Erturk

Kocaeli Üniversitesi

H-index: 30
Tulay Yildirim

Tulay Yildirim

Yildiz Teknik Üniversitesi

H-index: 29
Murat Dundar

Murat Dundar

Indiana University - Purdue University Indianapolis

H-index: 25
Behçet Uğur Töreyin

Behçet Uğur Töreyin

Istanbul Teknik Üniversitesi

H-index: 23
Fusun Balik Sanli

Fusun Balik Sanli

Yildiz Teknik Üniversitesi

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