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Ishak Pacal Assoc. Prof. IGDIR UNIVERSITY
Publication 10 Review 27 CrossRef Cited 123 TR Dizin Cited 28
10 Publication
27 Review
123 CrossRef Cited
28 TR Dizin Cited
0000-0001-6670-2169

Research Fields

Machine Learning Artificial Intelligence Deep Learning Biomedical Engineering

Institution

IGDIR UNIVERSITY

Popular Publications

U-Net-Based Models for Precise Brain Stroke Segmentation
Authors: Suat İnce , Ismail Kunduracioglu , Bilal Bayram , Ishak Pacal
Published: 2025 , Chaos Theory and Applications
DOI: 10.51537/chaos.1605529
CITED 48 FAVORITE 2 TOTAL DOWNLOAD COUNT 1732

48

2

1732

Chaotic Learning Rate Scheduling for Improved CNN-Based Breast Cancer Ultrasound Classification
Authors: Ishak Pacal
Published: 2025 , Chaos Theory and Applications
DOI: 10.51537/chaos.1807694
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 776

5

1

776

Publications

Cutting Edge Deep Learning Models for Brain Tumor Classification
Authors: Faruk Özger , Ishak Pacal , Dilan Sökmen
Published: 2026 , Gazi University Journal of Science
DOI: 10.35378/gujs.1684696
FAVORITE 0 TOTAL DOWNLOAD COUNT 571

0

571

Chaotic Learning Rate Scheduling for Improved CNN-Based Breast Cancer Ultrasound Classification
Authors: Ishak Pacal
Published: 2025 , Chaos Theory and Applications
DOI: 10.51537/chaos.1807694
FAVORITE 1 TOTAL DOWNLOAD COUNT 776

1

776

U-Net-Based Models for Precise Brain Stroke Segmentation
Authors: Suat İnce , Ismail Kunduracioglu , Bilal Bayram , Ishak Pacal
Published: 2025 , Chaos Theory and Applications
DOI: 10.51537/chaos.1605529
FAVORITE 2 TOTAL DOWNLOAD COUNT 1732

2

1732

Deep learning approaches for autonomous crack detection in concrete wall, brick deck and pavement
Authors: Fethi Şermet , Ishak Pacal
Published: 2024 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1450640
FAVORITE 0 TOTAL DOWNLOAD COUNT 4392

0

4392

Improved Vision Transformer with Lion Optimizer for Lung Diseases Detection
Authors: Ishak Pacal
Published: 2024 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1469472
FAVORITE 0 TOTAL DOWNLOAD COUNT 1806

0

1806

Domates Yapraklarında Hastalık Tespiti İçin Transfer Öğrenme Metotlarının Kullanılması
Authors: Serhat Kılıçarslan , Ishak Pacal
Published: 2023 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1273729
FAVORITE 0 TOTAL DOWNLOAD COUNT 2013

0

2013

CNN-Based Approaches for Automatic Recognition of Turkish Sign Language
Authors: Ishak Pacal , Melek Alaftekin
Published: 2023 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1223457
FAVORITE 0 TOTAL DOWNLOAD COUNT 1777

0

1777

Classification Of Rice Diseases Using Deep Convolutional Neural Networks
Authors: Erkan Vezıroglu , Ishak Pacal , Ahmet Coşkunçay
Published: 2023 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1265769
FAVORITE 0 TOTAL DOWNLOAD COUNT 1549

0

1549

A Vision Transformer-based Approach for Automatic COVID-19 Diagnosis on Chest X-ray Images
Authors: Ishak Pacal
Published: 2023 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1225156
FAVORITE 0 TOTAL DOWNLOAD COUNT 1004

0

1004

Deep Learning Approaches for Classification of Breast Cancer in Ultrasound (US) Images
Authors: İshak Pacal
Published: 2022 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1183679
FAVORITE 0 TOTAL DOWNLOAD COUNT 2559

0

2559

Articles published in
Chaos Theory and Applications
Chaos Theory and Applications
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Gazi University Journal of Science
Gazi University Journal of Science
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Editorship
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Section Editor
Editorial Board Memberships
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology

Reviews

Academic Platform Journal of Engineering and Smart Systems
Academic Platform Journal of Engineering and Smart Systems
Adıyaman Üniversitesi Sağlık Bilimleri Dergisi
Adıyaman Üniversitesi Sağlık Bilimleri Dergisi
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Bitlis Eren University Journal of Science and Technology
Bitlis Eren University Journal of Science and Technology
Chaos Theory and Applications
Chaos Theory and Applications
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Gazi University Journal of Science
Gazi University Journal of Science
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of AI
Journal of AI
Journal of Amasya University the Institute of Sciences and Technology
Journal of Amasya University the Institute of Sciences and Technology
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Middle East Journal of Science
Middle East Journal of Science
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Uluslararası Sivas Bilim ve Teknoloji Üniversitesi Dergisi
Uluslararası Sivas Bilim ve Teknoloji Üniversitesi Dergisi

Publications

Chaotic Learning Rate Scheduling for Improved CNN-Based Breast Cancer Ultrasound Classification
Authors: Ishak Pacal
Published: 2025 , Chaos Theory and Applications
DOI: 10.51537/chaos.1807694
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 776

5

1

776

U-Net-Based Models for Precise Brain Stroke Segmentation
Authors: Suat İnce , Ismail Kunduracioglu , Bilal Bayram , Ishak Pacal
Published: 2025 , Chaos Theory and Applications
DOI: 10.51537/chaos.1605529
CITED 48 FAVORITE 2 TOTAL DOWNLOAD COUNT 1732

48

2

1732

Deep learning approaches for autonomous crack detection in concrete wall, brick deck and pavement
Authors: Fethi Şermet , Ishak Pacal
Published: 2024 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1450640
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 4392

2

0

4392

Improved Vision Transformer with Lion Optimizer for Lung Diseases Detection
Authors: Ishak Pacal
Published: 2024 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1469472
CITED 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 1806

8

0

1806

Domates Yapraklarında Hastalık Tespiti İçin Transfer Öğrenme Metotlarının Kullanılması
Authors: Serhat Kılıçarslan , Ishak Pacal
Published: 2023 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1273729
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 2013

10

0

2013

CNN-Based Approaches for Automatic Recognition of Turkish Sign Language
Authors: Ishak Pacal , Melek Alaftekin
Published: 2023 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1223457
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1777

6

0

1777

Classification Of Rice Diseases Using Deep Convolutional Neural Networks
Authors: Erkan Vezıroglu , Ishak Pacal , Ahmet Coşkunçay
Published: 2023 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1265769
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 1549

7

0

1549

A Vision Transformer-based Approach for Automatic COVID-19 Diagnosis on Chest X-ray Images
Authors: Ishak Pacal
Published: 2023 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1225156
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 1004

7

0

1004

Deep Learning Approaches for Classification of Breast Cancer in Ultrasound (US) Images
Authors: İshak Pacal
Published: 2022 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1183679
CITED 30 FAVORITE 0 TOTAL DOWNLOAD COUNT 2559

30

0

2559

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