Publications & Works

Publication Network
Journal articles indexed in SCI, SSCI, and AHCI 4

1. VIM-Polyp: Multimodal Colon Polyp Dataset with Video, Histopathology, and Protein Expression

Doğan R. S., Yılmaz B., Akay E., Doğan S.
Nature Scientific Data , vol.12, no.1, pp.1-10, 2025 (SCI-Expanded) Creative Commons License identifier

2. Histopathology image classification: highlighting the gap between manual analysis and AI automation.

Doğan R. S., Yılmaz B.
Frontiers in oncology , vol.13, pp.1325271, 2024 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

3. A comprehensive study on automatic non-informative frame detection in colonoscopy videos

KAÇMAZ R. N., DOĞAN R. S., YILMAZ B.
International Journal of Imaging Systems and Technology , vol.34, no.1, 2024 (SCI-Expanded) identifier

4. Image-analysis based readout method for biochip: Automated quantification of immunomagnetic beads, micropads and patient leukemia cell

Uslu F., İçöz K., Taşdemir K., Doğan R. S., Yılmaz B.
MICRON , vol.133, 2020 (SCI-Expanded) Sustainable Development identifier identifier identifier
Articles Published in Other Journals 3

1. Benchmarking Deep Learning Models for Dermatological Image Analysis: EfficientNet Takes the Lead

Kaçmaz R. N., Doğan R. S.
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi , vol.40, no.2, pp.383-392, 2024 (Peer-Reviewed Journal) Sustainable Development identifier

2. Hyperplastic and tubular polyp classification using machine learning and feature selection

Doğan R. S., Akay E., Doğan S., Yılmaz B.
Intelligence-Based Medicine , vol.10, 2024 (Scopus) Sustainable Development identifier

3. Comparison of deep learning and conventional machine learning methods for classification of colon polyp types

Doğan R. S., Yılmaz B.
EUROBIOTECH JOURNAL , vol.5, no.1, pp.34-42, 2021 (ESCI) Creative Commons License Sustainable Development identifier
Papers Presented at Peer-Reviewed Scientific Conferences 8

1. Segmentation of Low-Grade Gliomas Using U-Net, EfficientNetB7, and ResNet50: A Comparative Performance Study

Özdoğan R., Özkan R., Bulut E., Doğan R. S.
IEEE Lisans Öğrencileri Akademik Konferansı (TUAC), Antalya, Turkey, 5 - 08 September 2024, pp.1-5

2. Binary and Multiclass Classification of Histopathological Images Using Deep and Machine Learning-Based Techniques

Doğan R. S., Yılmaz B.
e 5th International Conference on Data Science and Applications (ICONDATA'22), Muğla, Turkey, 7 - 11 September 2022, pp.290-296, (Full Text) Sustainable Development

3. Optimizing Extracted Deep Features for Classification of Colon Cancer Histopathology Images

Doğan R. S., Güzel Ö. F., Altuntop M. S., Taşdemir K.
5th International Conference on Data Science and Applications (ICONDATA'22), Muğla, Turkey, 7 - 11 September 2022, pp.59 Sustainable Development

4. The Effect of Local Binary Pattern Parameters On the Classification Performance of Polyps Using Colonoscopy Images.

Doğan R. S., Baynal H. İ., Yılmaz B.
8. Uluslararası Tıp ve Sağlık Bilimleri Araştırmaları Kongresi, Ankara, Turkey, 25 - 26 December 2021, pp.780-790

5. Investigation of Hepatocellular Carcinoma Molecular Mechanisms via in Silico Analyses

Doğan R. S., Saka S., Güngör B.
2020 5th International Conference on Computer Science and Engineering (UBMK), Gaziantep, Turkey, 09 September 2020 - 11 September 2021, pp.318-322

6. Classification of Colon Polyps by Comparing Deep Learning and Machine Learning Methods

Doğan R. S., Yılmaz B.
European Biotechnology Congress, Praha, Czech Republic, 16 - 18 April 2020, pp.1-2

7. Polyp Localization in Colonoscopy Images Using Vessel Density

Doğan R. S., Yılmaz B.
2018 Medical Technologies National Congress (TIPTEKNO), Gazimagusa, Cyprus (Kktc), 8 - 10 November 2018, pp.1-4

8. Assessment of attention before and after exam with reaction time Sinav öncesi ve sonrasi dikkatin reaksiyon söresi ile incelenmesi

Kilnc P., Doğan R. S., Altinkaynak M., Güven A.
2017 Medical Technologies National Conference, TIPTEKNO 2017, Trabzon, Turkey, 12 - 14 October 2017, vol.2017-January, pp.1-3 identifier
Books 2

1. WHOLE SLIDE IMAGE ANALYSIS IN DIGITAL PATHOLOGY

Doğan R. S.
in: International Research in the Field of Biomedical Engineering, Prof Dr Osman Özkaraca, Editor, Eğitim Kitabevi, Ankara, pp.19-29, 2025

2. Machine Learning Algorithms

Doğan R. S.
in: Makine Öğrenmesi Algoritmaları, Prof. Dr. Murat GÖK, Editor, Nobel Yayınevi, Ankara, pp.309-324, 2024
Metrics

Publication

17

Publication (WoS)

2

Publication (Scopus)

5

Citation (WoS)

16

H-Index (WoS)

2

Citation (Scopus)

19

H-Index (Scopus)

3

Citation (Scholar)

32

H-Index (Scholar)

3

Project

1
UN Sustainable Development Goals