Assoc. Prof. EMRE DANDIL

Publication Network

Articles 48

1. A Vision Transformer-Based Deep Learning Framework for Patient-Level Classification of Acute Pancreatitis and Normal Pancreas Using Computed Tomography

Güneri G., Kır Yazar E., Yazar M. F., Çorbacı K., Yıldırım M. S., Dandıl E.

DIAGNOSTICS , vol.16, no.8, pp.1-21, 2026 (SCI-Expanded, Scopus) Sustainable Development

2. Fully Automated Segmentation of Cervical Spinal Cord in Sagittal MR Images Using Swin-Unet Architectures

Polattimur R., Dandıl E., Yıldırım M. S., Şenol U.

Journal of Clinical Medicine , vol.14, no.19, 2025 (SCI-Expanded, Scopus) Sustainable Development

3. Unsafe-Net: YOLO v4 and ConvLSTM based computer vision system for real-time detection of unsafe behaviours in workplace

ÖNAL O., DANDIL E.

Multimedia Tools and Applications , vol.84, no.29, pp.34967-34993, 2025 (SCI-Expanded, Scopus)

4. Fractal-Based Architectures with Skip Connections and Attention Mechanism for Improved Segmentation of MS Lesions in Cervical Spinal Cord

Polattimur R., Yıldırım M. S., Dandıl E.

Diagnostics , vol.15, no.8, 2025 (SCI-Expanded, Scopus) Sustainable Development

5. CMACGSA: Improved Gravitational Search Algorithm Based on Cerebellar Model Articulation Controller for Optimization

Bulut N. E., Dandil E., Yüzgeç U., Duysak A.

IEEE ACCESS , vol.13, pp.20847-20870, 2025 (SCI-Expanded, Scopus)

6. FetalMovNet: A Novel Deep Learning Model Based on Attention Mechanism for Fetal Movement Classification in US

TURKAN M., DANDIL E., Erturk Urfali F., Korkmaz M.

IEEE Access , vol.13, pp.52508-52527, 2025 (SCI-Expanded, Scopus)

7. Enhanced Lesion Classification Based on YOLO Architectures Using Thermal Breast Images on a Patient by Patient Basis

ÇEVİK K. K., Çivilibal S., Bozkurt A., DANDIL E.

TRAITEMENT DU SIGNAL , vol.41, no.6, pp.2989-2999, 2024 (SCI-Expanded, Scopus)

8. MaskAppendix: Backbone-Enriched Mask R-CNN Based on Grad-CAM for Automatic Appendix Segmentation

Dandıl E., Tiryaki Baştuğ B., Yıldırım M. S., Çorbacı K., Güneri G.

DIAGNOSTICS , vol.14, no.21, pp.1-21, 2024 (SCI-Expanded, Scopus) Sustainable Development

9. Fully Automated Detection of the Appendix Using U-Net Deep Learning Architecture in CT Scans

Tiryaki Baştuğ B., Güneri G., Yıldırım M. S., Çorbacı K., Dandil E.

Journal of Clinical Medicine , vol.13, no.19, 2024 (SCI-Expanded, Scopus) Sustainable Development

10. Video dataset for the detection of safe and unsafe behaviours in workplaces

Önal O., Dandıl E.

DATA IN BRIEF , vol.56, pp.110791-110802, 2024 (ESCI, Scopus)

11. Automated Classification System Based on YOLO Architecture for Body Condition Score in Dairy Cows

DANDIL E., ÇEVİK K. K., Boğa M.

Veterinary Sciences , vol.11, no.9, 2024 (SCI-Expanded, Scopus)

12. Enhanced Detection of White Matter Hyperintensities via Deep Learning-Enabled MR Imaging Segmentation

Uçar G., DANDIL E.

TRAITEMENT DU SIGNAL , vol.41, no.1, pp.1-21, 2024 (SCI-Expanded, Scopus)

13. FractalSpiNet: Fractal-Based U-Net for Automatic Segmentation of Cervical Spinal Cord and MS Lesions in MRI

Polattimur R., Dandıl E., Yıldırım M. S., Uluçay S., Şenol U.

IEEE Access , vol.12, pp.110955-110976, 2024 (SCI-Expanded, Scopus) Sustainable Development

14. Simulation of deformation on 3D organ models using haptic device

BULUT N. E., Dandıl E.

Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi , vol.38, no.2, pp.1263-1278, 2022 (SCI-Expanded, Scopus, TRDizin)

15. SABAS: A Smartphone-Aided Training Simulator based on Virtual and Augmented Reality for Brain Anatomy Assessment

DANDIL E., SERİN Z., ŞENOL Y.

BRAIN. Broad Research in Artificial Intelligence and Neuroscience (Asociatia LUMEN) , vol.13, no.3, pp.252-276, 2022 (Peer-Reviewed Journal)

16. Design and Implementation of Computer Vision Based Autonomous Vehicle Prototype

DANDIL E., ARAL B.

Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi (Online) , vol.5, pp.50-65, 2022 (TRDizin)

17. Automated liver segmentation using Mask R-CNN on computed tomography scans Bilgisayarli tomografi taramalari üzerinde maskeli bölgesel-evrişimsel sinir aǧlari ile karaciǧerin otomatik bölütlenmesi

Dandıl E., Yıldırım M. S., Selvi A. O., Uzun S.

Journal of the Faculty of Engineering and Architecture of Gazi University , vol.37, no.1, pp.29-46, 2022 (SCI-Expanded, Scopus, TRDizin)

18. Asenkron Motor Rulman Hatalarının Uzun Kısa Süreli Bellek Tipi Derin Sinir Ağları ile Otomatik Sınıflandırılması

KILIÇ R. H., DANDIL E.

Avrupa Bilim ve Teknoloji Dergisi , no.32, pp.508-513, 2021 (TRDizin)

19. Object Detection for Safe Working Environments using YOLOv4 Deep Learning Model

ÖNAL O., DANDIL E.

Avrupa Bilim ve Teknoloji Dergisi , no.26, pp.343-351, 2021 (TRDizin)

20. Fetal Movement Detection and Anatomical Plane Recognition using YOLOv5 Network in Ultrasound Scans

DANDIL E., TURKAN M., URFALI F. E., BIYIK İ., KORKMAZ M.

Avrupa Bilim ve Teknoloji Dergisi , no.26, pp.208-216, 2021 (TRDizin)

21. A Hybrid Method Based on Feature Fusion for Breast Cancer Classification using Histopathological Images

Dandıl E., Selvi A. O., Çevik K. K., Yıldırım M. S., Uzun S.

Avrupa Bilim ve Teknoloji Dergisi , vol.29, 2021 (TRDizin) Sustainable Development

22. Detection of pseudo brain tumors via stacked LSTM neural networks using MR spectroscopy signals

DANDIL E., KARACA S.

Biocybernetics and Biomedical Engineering , vol.41, no.1, pp.173-195, 2021 (SCI-Expanded, Scopus)

23. Automatic detection of multiple sclerosis lesions using mask R-CNN on magnetic resonance scans

Yıldırım M. S., Dandıl E.

IET Image Processing , vol.14, no.16, 2020 (SCI-Expanded, Scopus) Sustainable Development

24. C-NSA: A hybrid approach based on artificial immune algorithms for anomaly detection in web traffic

DANDIL E.

IET Information Security , vol.14, no.6, pp.683-693, 2020 (SCI-Expanded, Scopus)

25. Automatic grading of brain tumours using LSTM neural networks on magnetic resonance spectroscopy signals

DANDIL E., Biçer A.

IET Image Processing , vol.14, no.10, pp.1967-1979, 2020 (SCI-Expanded, Scopus)

26. Derin Sinir Ağları Kullanarak Histopatolojik Görüntülerde Meme Kanseri Tespiti

DANDIL E., SERİN Z.

Avrupa Bilim ve Teknoloji Dergisi , vol.2020, pp.451-463, 2020 (TRDizin)

27. MR Spektroskopi Sinyalleri Kullanılarak LSTM Derin Sinir Ağları ile Beyinde Sahte Tümörlerin Tespiti

DANDIL E., KARACA S.

Avrupa Bilim ve Teknoloji Dergisi , vol.2020, pp.426-433, 2020 (TRDizin)

28. AIMRS: A feature extraction method from MRS signals based on artificial immune algorithms for classification of brain tumours

DANDIL E.

IET Signal Processing , vol.14, no.6, pp.361-373, 2020 (SCI-Expanded, Scopus)

29. Gerçek Zamanlı Araç Hız Ölçümü ve Takip Sistemi Tasarımı

DANDIL E., DEMIR E.

Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.10, no.1, pp.13-27, 2020 (TRDizin)

30. Dog behavior recognition and tracking based on faster R-CNN Daha hızlı bölgesel evrişimsel sinir ağları ile köpek davranışlarının tanınması ve takibi

DANDIL E., POLATTİMUR R.

Journal of the Faculty of Engineering and Architecture of Gazi University , vol.35, no.2, pp.819-834, 2020 (SCI-Expanded, Scopus, TRDizin)

31. Beyaz Cevher Hiperintensitelerinin Beyin MR Görüntüleri Üzerinde Bilgisayar Destekli Otomatik Tespiti

Dandıl E., Uçar G., Alı A.

, vol.2, no.2, pp.11-17, 2019 (Peer-Reviewed Journal)

32. Beyin MR Görüntülerinin İyileştirilmesi için Kuadratik Görüntü Filtre Tasarımı

UZUN S., DANDIL E., KARAGOZ E.

Veri Bilimi , vol.2, no.2, pp.34-38, 2019 (Peer-Reviewed Journal)

33. Daha Hızlı Bölgesel-Evrişimsel Sinir Ağları ile Sığır Yüzlerinin Tanınması

DANDIL E., TURKAN M., BOĞA M., ÇEVİK K. K.

Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , vol.6, pp.177-189, 2019 (TRDizin)

34. An Application for Computer-Assisted Automatic Segmentation of Liver on Computed Tomography Images

DANDIL E.

Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji , vol.7, no.3, pp.712-728, 2019 (TRDizin)

35. Real time Facial Emotion Classification Using Deep Learning

DANDIL E., ÖZDEMİR R.

DATA SCIENCE AND APPLICATIONS , vol.2, no.1, pp.13-17, 2019 (Peer-Reviewed Journal)

36. Prediction of Photovoltaic Panel Power Outputs using Artificial Neural Networks and Comparison with Heuristic Algorithms

DANDIL E., GÜRGEN E.

Avrupa Bilim ve Teknoloji Dergisi , vol.0, no.16, pp.146-158, 2019 (Peer-Reviewed Journal)

37. Anomaly Detection in Web Traffic Data using Artificial Immune Algorithms

DANDIL E., İLHAN K.

Avrupa Bilim ve Teknoloji Dergisi , vol.0, no.0, pp.46-56, 2019 (Peer-Reviewed Journal)

38. Futbol Maçları İçin Bilgisayarlı Görü Destekli Gol Karar Sistemi(GolKaSis): Bir Prototip Çalışma

DANDIL E., OZKUL I.

Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji , vol.7, no.1, pp.214-226, 2019 (TRDizin)

39. A computer-aided pipeline for automatic lung cancer classification on computed tomography scans

DANDIL E.

Journal of Healthcare Engineering , vol.2018, 2018 (SCI-Expanded, Scopus)

40. E-Learning Platform for Medical Informatics to Improve Vocational and ICT Practice

GÜLKESEN K. H., DANDIL E.

International Journal of Management and Applied Science , vol.3, no.10, pp.8-10, 2017 (Peer-Reviewed Journal)

41. Comparison of segmentation algorithms for detection of hotspots in bone scintigraphy images and effects on CAD systems

Aslantas A., Dandıl E., Çakiroglu M.

BIOMEDICAL RESEARCH-INDIA , vol.28, no.2, pp.676-683, 2017 (Scopus)

42. CADBOSS: A computer-aided diagnosis system for whole-body bone scintigraphy scans

Aslantaş A., DANDIL E., Saǧlam S., Çakiroǧlu M.

Journal of Cancer Research and Therapeutics , vol.12, no.2, pp.787-792, 2016 (SCI-Expanded, Scopus)

43. Age-based computer-aided diagnosis approach for pancreatic cancer on endoscopic ultrasound images

Ozkan M., Cakiroglu M., Kocaman O., Kurt M., Yilmaz B., Can G., et al.

Endoscopic Ultrasound , vol.5, no.2, pp.101-107, 2016 (SCI-Expanded, Scopus)

44. Mobil Cihazlar İçin İlk Yardım Paketi Uygulaması

DANDIL E., ÖZTÜRK İ., EKŞİ Z., ÇAKIROĞLU M.

ACADEMIC PLATFORM-JOURNAL OF ENGINEERING AND SCIENCE , vol.3, no.1, pp.16-20, 2015 (Peer-Reviewed Journal)

45. Detection of Bone Metastases Using FCM and Edge Detection Algorithm

ASLANTAŞ A., DANDIL E., ÇAKIROĞLU M.

International Jounal of Information and Electronics Engineering , vol.4, no.6, pp.423-427, 2014 (Peer-Reviewed Journal)

46. Artificial immunity-based induction motor bearing fault diagnosis

Çaliş H., Çakir A., DANDIL E.

Turkish Journal of Electrical Engineering and Computer Sciences , vol.21, no.1, pp.1-25, 2013 (SCI-Expanded, Scopus, TRDizin)

47. Yapay Sinir Ağları İçin NET Platformunda Görsel Bir Eğitim Yazılımının Geliştirilmesi

ÇEVİK K. K., DANDIL E.

INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES , vol.5, no.1, pp.19-28, 2012 (Peer-Reviewed Journal)

48. PLC Tabanlı Dinamik Trafik Sinyalizasyon ve Araç Hız Ölçüm Sistemi

ÇAKIR A., ÇALIŞ H., DANDIL E.

Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.13, no.1, pp.101-107, 2009 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences 67

1. Fully Automated Segmentation of Corpus Callosum Using Mask R-CNN on MR Images

Yıldırım M. S., Dandıl E., Boru B.

5th International Conference on Intelligence-Based Transformations of Technology and Business Trends, ICITTBT 2025, Tirana, Albania, 29 - 30 May 2025, vol.2669 CCIS, pp.140-154, (Full Text) Sustainable Development

2. Real-Time Vehicle Tracking System Based on YOLO and Stereo Vision

DANDIL E., Sivrikaya A. S., ÖNAL O., Kaçar S.

5th International Conference on Intelligence-Based Transformations of Technology and Business Trends, ICITTBT 2025, Tirana, Albania, 29 - 30 May 2025, vol.2669 CCIS, pp.708-726, (Full Text)

3. Automatic segmentation of traumatic brain injury lesions on head CT scans using U-Net deep learning architecture

Balaban M., Yıldırım M. S., Yazar M. F., Yazar E. K., Corbaci K., Güneri G., et al.

9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025, Gaziantep, Turkey, 27 - 28 June 2025, (Full Text) Sustainable Development

4. Automated detection of ischemic stroke lesions using u-net deep learning architecture in brain MR scans

Balaban M., Uçar G., Dandıl E.

VII. International Halich Congress on Multidisciplinary Scientific Research, İstanbul, Turkey, 23 - 25 January 2024, pp.1147-1161, (Full Text)

5. A Hybrid Machine Learning Approach for Brain Tumor Classification Using Artificial Neural Network and Particle Swarm Optimization

DANDIL E.

2nd International Conference on Advanced Engineering, Technology and Applications, ICAETA 2023, İstanbul, Turkey, 10 - 11 March 2023, vol.1983 CCIS, pp.356-372, (Full Text)

6. Predicting Photovoltaic Solar Energy Generation using Capsule Network Architecture

Abdo A., DANDIL E.

8th International Artificial Intelligence and Data Processing Symposium, IDAP 2024, Malatya, Turkey, 21 - 22 September 2024, (Full Text)

7. Fully automated axial plane segmentation of cervical spinal cord using U-Net in MR scans

Polattimur R., Dandıl E., Yıldırım M. S., Şenol A. U., Tezel Mersinlioğlu Z. E., Selvi A. O., et al.

7th International Symposium on Innovative Approaches in Smart Technologies, İstanbul, Turkey, 23 November 2023, pp.1-7, (Full Text) Sustainable Development

8. Automatic Segmentation of COVID-19 Infection on Lung CT Scans using Mask R-CNN

DANDIL E., YILDIRIM M. S.

4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2022, Ankara, Turkey, 9 - 11 June 2022, (Full Text) Sustainable Development

9. Automated Multiple Sclerosis Lesion Segmentation on MR Images via Mask R-CNN

Yıldırım M. S., Dandıl E.

2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, 21 October 2021, (Full Text) Sustainable Development

10. A Hybrid Method Based on Feature Fusion for Breast Cancer Classification using Histopathological Images

Dandıl E., Selvi A. O., Çevik K. K., Yıldırım M. S., Uzun S.

5th International Symposium on Multidisciplinary Studies and Innovative Technologies, Ankara, Turkey, 21 - 23 October 2021, pp.23, (Summary Text) Sustainable Development

11. A Mask R-CNN based approach for automatic lung segmentation in computed tomography scans

DANDIL E., YILDIRIM M. S.

2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021, Kocaeli, Turkey, 25 - 27 August 2021, (Full Text)

12. DeepMSWeb: A Web-Based Decision Support System via Deep Learning for Automatic Detection of MS Lesions

YILDIRIM M. S., DANDIL E.

2nd International Informatics and Software Engineering Conference, IISEC 2021, Ankara, Turkey, 16 - 17 December 2021, (Full Text)

13. MR Spektroskopi Sinyalleri Kullanılarak LSTM Derin Sinir Ağları ile Beyinde Sahte Tümörlerin Tespiti

DANDIL E., KARACA S.

2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Ankara, Turkey, 26 - 27 June 2020, (Summary Text)

14. Derin Sinir Ağları Kullanarak Histopatolojik Görüntülerde Meme Kanseri Tespiti

DANDIL E., SERİN Z.

2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Ankara, Turkey, 26 - 27 June 2020, (Summary Text)

15. Web Tabanlı Test Sorusu Hazırlama ve Soru Kitapçığı Oluşturma Sistemi

UZUN S., OZTURK H., SELVİ A. O., DANDIL E.

2nd International Conference on Data Science and Applications (ICONDATA’19), Balıkesir, Turkey, 3 - 06 October 2019, pp.76-82, (Full Text)

16. Computer Aided Analysis of Brain MRI Images

DANDIL E., UÇAR G., AYDOGDUOGLU A.

2nd International Conference on Data Science and Applications (ICONDATA’19), Balıkesir, Turkey, 3 - 06 October 2019, pp.60, (Summary Text)

17. Karayolu Kusurlarının Derin Öğrenme ile Tespit Edilmesi

DANDIL E., ERTUĞRUL K.

2nd International Conference on Data Science and Applications (ICONDATA’19), Balıkesir, Turkey, 3 - 06 October 2019, pp.112-118, (Full Text)

18. Daha Hızlı Bölgesel-Evrişimsel Sinir Ağları ile Biyomedikal Görüntüler Üzerinde Organ Tanıma

DANDIL E., GÜLTEKİR E.

2nd International Conference on Data Science and Applications (ICONDATA’19), Balıkesir, Turkey, 3 - 06 October 2019, pp.304-309, (Full Text)

19. Daha Hızlı Bölgesel-Evrişimsel Sinir Ağları Kullanarak Akciğer Nodüllerinin Tespiti

DANDIL E., YILDIRIM M. S.

2nd International Conference on Data Science and Applications (ICONDATA’19), Balıkesir, Turkey, 3 - 06 October 2019, pp.126-132, (Full Text)

20. Development of Image Filter Based on Quadratic Filter for Enhancement of Brain MR Scans

UZUN S., DANDIL E., ESİN K.

2nd International Conference on Data Science and Applications (ICONDATA’19), Balıkesir, Turkey, 3 - 06 October 2019, pp.59, (Summary Text)

21. Classification of Eye Blinks in EEG Signals Using Neural Networks

DANDIL E., SELVI A.

2nd International Conference on Data Science and Applications (ICONDATA’19), Balıkesir, Turkey, 3 - 06 October 2019, pp.36, (Summary Text)

22. Web Based Test Question Preparation and Question Booklet System

UZUN S., ÖZTÜRK H., SELVİ A. O., DANDIL E.

2. Uluslararası Veri Bilimi ve Uygulamaları Konferansı (ICONDATA’2019), Balıkesir, Turkey, 3 - 06 October 2019, (Full Text)

23. BT Görüntüleri Kullanılarak Evrişimsel Sinir Ağları ile Akciğer Nodüllerinin Sınıflandırılması

ÇEVİK K. K., DANDIL E.

2nd International Turkish World Engineering and Science Congress, Antalya, Turkey, 7 - 10 November 2019, pp.27-35, (Full Text)

24. Computer Vision Based Distance Measurement System using Stereo Camera View

DANDIL E., ÇEVİK K. K.

3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Turkey, 11 - 13 October 2019, (Full Text)

25. Development of a Software Platform Based on Haptic Device for Surgery Simulators

DUYSAK N. E., DANDIL E., DUYSAK A.

International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA 2019), Nevşehir, Turkey, 5 - 07 July 2019, vol.4, pp.15-19, (Full Text)

26. Sosyal Medya Uygulamalarında Kullanıcı Yorumlarının Metin Madenciliği ile Sınıflandırılması

DANDIL E., KARAKURT B.

International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA 2019), Nevşehir, Turkey, 5 - 07 July 2019, vol.4, pp.203-307, (Full Text)

27. Yapay Bağışıklık Algoritmaları ile Web Trafik Verilerinde Anomali Tespiti

DANDIL E., ILHAN K.

International Congress on Human-Computer Interaction,Optimization and Robotic Applications (HORA 2019), Nevşehir, Turkey, 5 - 07 July 2019, pp.10, (Summary Text)

28. Computer-Assisted Grading of Brain Tumors on MR Spectroscopy Signals using LSTM Neural Networks

DANDIL E., BİÇER A.

2nd International Conference on Life and Engıneering Sciences (ICOLES 2019), İstanbul, Turkey, 27 - 29 June 2019, pp.23, (Summary Text)

29. Development af a Software Platform For Surgery Simulators

DUYSAK N. E., DANDIL E.

6th International Congress on Fundamental and Applied Sciences 2019 (ICFAS2019), Tirane, Albania, 18 - 20 June 2019, pp.1-7, (Full Text)

30. Sağlıkta Futuristik Yaklaşımlar: Yapay Zeka

DANDIL E.

Sağlıkta Dijital Dönüşüm Zirvesi, Eskişehir, Turkey, 24 April 2019

31. Derin Öğrenme ile Gerçek Zamanlı Yüz İfadesi Sınıflandırma

DANDIL E., ÖZDEMİR R.

International Conference on Data Science and Applications (ICONDATA 2018), Yalova, Turkey, 4 - 07 October 2018, pp.100, (Summary Text)

32. Futbol Maçlarında Gol Olayının Bilgisayarlı Görü Sistemi ile Tespit Edilmesi

DANDIL E., OZKUL I.

International Conference on Data Science and Applications (ICONDATA 2018), Yalova, Turkey, 4 - 07 October 2018, pp.107, (Summary Text)

33. Araştırma Laboratuvarları İçin Online Rezervasyon ve Takip Sistemi

DANDIL E., SELVİ A. O., YAVAS I. E.

International Conference on Data Science and Applications (ICONDATA 2018), Yalova, Turkey, 4 - 07 October 2018, pp.47, (Summary Text)

34. Yapay Sinir Ağları Kullanılarak Maç Sonuçlarının Web Tabanlı Otomasyon ile Tahmini

DANDIL E., ERGEZ C.

International Conference on Data Science and Applications (ICONDATA 2018), Yalova, Turkey, 4 - 07 October 2018, pp.283-295, (Full Text)

35. PCA-Based Animal Classification System

DANDIL E., POLATTİMUR R.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2018, Kizilcahamam, Ankara, Turkey, 19 - 21 October 2018, (Full Text)

36. Web Based Animal Tracker System

YILDIRIM M. S., SELVİ A. O., DANDIL E.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2018, Kizilcahamam, Ankara, Turkey, 19 - 21 October 2018, (Full Text)

37. Web Tabanlı Sınav Organizasyon Sistemi

SELVİ A. O., UZUN S., DANDIL E., ÖZTÜRK H.

2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, 19 - 21 October 2018, pp.1-5, (Full Text)

38. Test Sınavlarına Yönelik Web Tabanlı Optik Form Kodlama ve Doğrulama Sistemi

SELVİ A. O., DANDIL E., UZUN S., Aydın S., ÖZTÜRK H.

Uluslararası Veri Bilimi ve Uygulamaları Konferansı, Yalova, Turkey, 4 - 07 September 2018, (Summary Text)

39. Automatic segmentation and applied analysis of liver on computed tomography scans BT görüntüleri üzerinde karaciǧerin otomatik bölütlenmesi ve uygulamali analizi

DANDIL E., Erdinc Y., SELVİ A. O.

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Turkey, 2 - 05 May 2018, pp.1-4, (Full Text)

40. Computer-aided automatic segmentation of brain tumors using s-FCM on MR images MR görüntüleri üzerinde beyin tümörlerinin s-FCM ile bilgisayar destekli otomatik bölütlenmesi

DANDIL E., SELVİ A. O.

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Turkey, 2 - 05 May 2018, pp.1-4, (Full Text) Sustainable Development

41. Selection of eligible channel and frequency components for visual evoked EEG applications GÖrsel uyaran kullanan EEG uygulamalari için uygun kanal ve frekans bileşenlerinin belirlenmesi

SELVİ A. O., Ferikoglu A., Guzel D., DANDIL E.

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Turkey, 2 - 05 May 2018, pp.1-4, (Full Text)

42. Development of A Personnel Information System for Universities

TURKAN M., ÇUBUKÇU B., DANDIL E., YÜZGEÇ U.

5th International Congress on Fundamental and Applied Sciences 2018 (ICFAS2018), Üsküp, 18 - 22 June 2018, (Summary Text)

43. Additional Course Fee Management (AdCoFeeM) System for Academicians

ÇUBUKÇU B., TURKAN M., YÜZGEÇ U., DANDIL E.

5th International Congress on Fundamental and Applied Sciences 2018 (ICFAS2018), Üsküp, Macedonia, 18 - 22 June 2018, (Summary Text)

44. Design and Implementation of Real-Time Computer Vision System for Fatigue of Vehicle Drivers

DANDIL E., CIVIK E., SELVİ A. O.

7th International Conference on Advanced Technologies (ICAT’18), Antalya, Turkey, 28 April - 01 May 2018, pp.685-689, (Full Text)

45. Mobile Medical Data Recording and Monitoring System (MediReMoS): A Preliminary Study

SELVİ A. O., DANDIL E., CELEBI M.

7th International Conference on Advanced Technologies (ICAT’18), 28 April - 01 May 2018, pp.1060-1064, (Full Text)

46. Web service-based automation system for duration scheduling and remote control of traffic signal lights

DANDIL E., Gültekin S.

2nd International Conference on Computer Science and Engineering, UBMK 2017, Antalya, Turkey, 5 - 08 October 2017, pp.948-953, (Full Text)

47. Implementation and comparison of image segmentation methods for detection of brain tumors on MR images MR Görüntüleri Üzerinde Otomatik Beyin Tümörü Tespiti için BölütlemeYöntemlerinin Karşilaştirilmasi ve Uygulamasi

DANDIL E.

2nd International Conference on Computer Science and Engineering, UBMK 2017, Antalya, Turkey, 5 - 08 October 2017, pp.1025-1029, (Full Text) Sustainable Development

48. Prediction of photovoltaic panel power output using artificial neural networks learned by heuristic algorithms: A comparative study Sezgisel Algoritma Tabanli Yapay Sinir Aǧlari Kullanilarak Fotovoltaik Panel Güç Çikişlarinin Tahmini: Karşilaştirmali Bir Çalişma

DANDIL E., Gürgen E.

2nd International Conference on Computer Science and Engineering, UBMK 2017, Antalya, Turkey, 5 - 08 October 2017, pp.397-402, (Full Text)

49. Prediction of photovoltaic panel power output using artificial neural networks learned by heuristic algorithms: A comparative study

DANDIL E., GÜRGEN E.

2nd International Conference on Computer Science and Engineering (UBMK 2017), Antalya, Turkey, 5 - 08 October 2017, pp.417-422, (Full Text) Sustainable Development

50. MR Görüntüleri Üzerinde Otomatik Beyin Tümörü Tespiti için Bölütleme Yöntemlerinin Karşılaştırılması ve Uygulaması

DANDIL E.

2nd International Conference on Computer Science and Engineering (UBMK 2017), Antalya, Turkey, 5 - 08 October 2017, pp.1084-1088, (Full Text)

51. E-Learning Platform for Medical Informatics to Improve Vocational and ICT Practice

GÜLKESEN K. H., DANDIL E.

ISERD 81st International Conference, Saint Peter, Guernsey And Alderney, 8 - 09 August 2017, pp.1-3, (Full Text)

52. Differentiation of relapsing remitting and progressive courses of multiple sclerosis on MR Spectroscopy using Machine Learning

EKSI Z., OZCAN M., CAKIROGLU M., DANDIL E., ARALASMAK A., KARADELI H. H.

2017 American Academy of Neurology (AAN) Annual Meeting, BOSTON, United States Of America, 22 - 28 April 2017, vol.88, pp.398, (Summary Text)

53. Uydu Görüntülerinin Bilgisayar Destekli İşlenmesi için Yazılım Ortamı Tasarımı

DANDIL E., CAKIROGLU M., TEKİN A. C.

EEB 2016 Elektrik-Elektronik ve Bilgisayar Sempozyumu, Tokat, Turkey, 11 - 13 May 2016, pp.142-146, (Full Text)

54. Automatic computer-aided detection of Multiple Sclerosis (MS) lesions on MR images MR Görüntüleri Üzerinde Multiple Skleroz (MS) Lezyonlar..n..n Bilgisayar Destekli Otomatik Tespiti

Ekşi Z., Özean M. E., Aralaşmak A., DANDIL E., Çakiroǧlu M.

19th National Biomedical Engineering Meeting, BIYOMUT 2015, İstanbul, Turkey, 5 - 06 November 2015, (Full Text)

55. Mamogram Görüntülerinden Bilgisayar Destekli Kitle Teşhisi Sistemi Tasarımı

DANDIL E., EKŞİ Z., ÇAKIROĞLU M.

3rd International Symposium on Innovative Technologies in Engineering and Science (ISITES 2015), Valencia, Spain, 3 - 05 June 2015, pp.2367-2374, (Full Text)

56. Computer-Aided Diagnosis of Malign and Benign Brain Tumors on MR Images

DANDIL E., Çakiroǧlu M., Ekşi Z.

6th Information and Communication Technologies Innovations 2014 conference, ICT 2014, Ohrid, Macedonia, 9 - 12 September 2014, vol.311, pp.157-166, (Full Text) Sustainable Development

57. Endoskopik Ultrason Görüntülerinde Bilgisayar Destekli Pankreas Kanseri Teşhisi

OZKAN M., CAKIROGLU M., KOCAMAN O., KURT M., DANDIL E., EKSI Z., et al.

31. Ulusal Gastroenteroloji Haftası, Antalya, Turkey, 25 - 30 November 2014, pp.121, (Summary Text) Sustainable Development

58. Web Tabanlı Sağlık Yönetim Sistemi: e-Sağlık

DANDIL E., SENER U.

Akademik Bilişim 2013 – XV. Akademik Bilişim Konferansı, Antalya, Turkey, 23 - 25 January 2013, vol.2, pp.659-663, (Full Text)

59. Biyometrik İris Sınıflandırma Sistemleri

DANDIL E., KAPLAN K. I.

Akademik Bilişim 2013 – XV. Akademik Bilişim Konferansı, Antalya, Turkey, 23 - 25 January 2013, vol.2, pp.705-709, (Full Text)

60. Üniversitelerde İş Takibi İçin Bir Bulut Bilişim Uygulaması

DANDIL E., BILEN M. S.

Akademik Bilişim 2013 – XV. Akademik Bilişim Konferansı, Antalya, Turkey, 23 - 25 January 2013, vol.2, pp.729-733, (Full Text)

61. Karaciğerde Oluşan Hastalıkların Tespitinde Makine Öğrenmesi Yöntemlerinin Kullanılması

DANDIL E.

Akademik Bilişim 2013 – XV. Akademik Bilişim Konferansı, Antalya, Turkey, 23 - 25 January 2013, vol.2, pp.655-658, (Full Text)

62. BT Görüntüleri Üzerinde Akciğer Nodüllerinin Bilgisayar Destekli Otomatik Bölütlenmesi

DANDIL E., CAKIROGLU M., EKSI Z., KAR KURT O., OZKAN M.

2th International Symposium on Innovative Technologies in Engineering and Science (ISITES 2014), Karabük, Turkey, 18 - 24 June 2014, pp.1836-1844, (Full Text)

63. BT Görüntüleri Üzerinde Pankreasın Bölge Büyütme Yöntemi ile Yarı Otomatik Segmentasyonu

DARGA S., EVIRGEN H., CAKIROGLU M., DANDIL E.

International Conference and Exhibition on Electronic, Computer and Automation Technologies (ICEECAT 14), Konya, Turkey, 9 - 11 May 2014, pp.55-58, (Full Text)

64. Detection of Bone Metastases Using FCM and Edge Detection Algorithm

ASLANTAŞ A., DANDIL E., CAKIROGLU M.

2014 IACSIT Nottingham Conferences-2014 the 4th International Conference on Signal, Image Processing and Applications (ICSIA 2014), Nottingham, England, 6 - 07 July 2014, pp.10, (Summary Text)

65. Artificial neural network-based classification system for lung nodules on computed tomography scans

DANDIL E., Cakiroglu M., Eksi Z., Ozkan M., Kurt O. K., Canan A.

6th International Conference on Soft Computing and Pattern Recognition, SoCPaR 2014, Tunis, Tunisia, 11 - 14 August 2014, pp.382-386, (Full Text) Sustainable Development

66. Computer aided bone fracture detection Bi̇lgi̇sayar destekli̇ kirik kemi̇k tespi̇ti̇

Ekşi Z., DANDIL E., Çakiroǧlu M.

2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012, (Full Text)

67. Yapay Bağışıklık Algoritmaları ile CNC Kesici Takım Aşınmalarındaki Değişimin Belirlenmesi

DANDIL E., GÜNGÖR O.

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU 2012), Trabzon, Turkey, 3 - 04 July 2012, pp.224-228, (Full Text)

Books 15

1. Real-Time Vehicle Tracking System Based on YOLO and Stereo Vision

DANDIL E., SİVRİKAYA A. S., ÖNAL O., KAÇAR S.

in: AI and Digital Transformation: Opportunities, Challenges, and Emerging Threats in Technology, Business, and Security (Communications in Computer and Information Science), , Editor, Springer, Cham., pp.708-726, 2025

2. Fully Automated Segmentation of Corpus Callosum Using Mask R-CNN on MR Images

YILDIRIM M. S., DANDIL E., BORU B.

3. Görsel Algı ve Bilgisayarla Görme

DANDIL E.

in: Yapay Zeka Mühendisliği Cilt 1. Temel Teknik Konular, Çölkesen Toros Rifat, Editor, Papatya Yayıncılık, pp.293-329, 2024

4. Automatic Fetal Motion Detection from Trajectory of US Videos Based on YOLOv5 and LSTM

TURKAN M., URFALI F. E., DANDIL E.

in: Explainable Machine Learning for Multimedia Based Healthcare Applications, Hossain M. Shamim, Kose Utku, Gupta Deepak, Editor, Springer, pp.1-20, 2023

5. Automatic Segmentation of Spinal Cord Gray Matter from MR Images using a U-Net Architecture

POLATTİMUR R., DANDIL E.

in: Explainable Artificial Intelligence for Biomedical Applications, Kose Utku, Gupta Deepak, Chen Xi, Editor, River Publishers, pp.245-264, 2023

6. Fully Automated Segmentation of Brain Stroke Lesions Using Mask Region- Based Convolutional Neural Network

DANDIL E., YILDIRIM M. S.

in: Diagnosis of Neurological Disorders Based on Deep Learning Techniques, Chaki Jyotismita, Editor, CRC Press (Taylor & Francis Group, LLC), pp.113, 2023

7. A Hybrid Machine Learning Approach for Brain Tumor Classification Using Artificial Neural Network and Particle Swarm Optimization

DANDIL E.

in: Advanced Engineering, Technology and Applications, Ortis Alessandro, Hameed Alaa Ali, Jamil Akhtar, Editor, Springer, pp.356-372, 2023

8. Automatic detection of white matter hyperintensities via mask region-based convolutional neural networks using magnetic resonance images

UÇAR G., DANDIL E.

in: Deep Learning for Medical Applications with Unique Data, Gupta Deepak , Kose Utku , Khanna Ashish , Balas Valentina Emilia, Editor, Elsevier, pp.153-179, 2022

9. VERİTABANI GÜVENLİĞİ

DANDIL E.

in: BİLGİSAYAR SİSTEMLERİNDE GÜVENLİK VE GİZLİLİK, AYDIN, ÖMER, Editor, Efe Akademik Yayıncılık (EFE AKADEMİ), pp.330-348, 2022

10. Automatic detection of white matter hyperintensities via mask region-based convolutional neural networks using magnetic resonance images

UÇAR G., DANDIL E.

in: Deep Learning for Medical Applications with Unique Data, Balas Valentina Emilia, Gupta Deepak, Kose Utku, Khanna Ashish, Editor, Elsevier (Academic Press), pp.153-179, 2022

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UN Sustainable Development Goals

SDG 3: GOAL 3: GOOD HEALTH AND WELL-BEING

SDG 7: GOAL 7: AFFORDABLE AND CLEAN ENERGY

SDG 9: GOAL 9: INDUSTRIAL INNOVATION AND INFRASTRUCTURE

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