Publications & Works

Publication Network
Articles 7
All (7)
SCI-E, SSCI, AHCI (6)
SCI-E, SSCI, AHCI, ESCI (7)
ESCI (1)
Scopus (7)
TRDizin (1)

1. Panoramic radiographic features for machine learning based detection of mandibular third molar root and inferior alveolar canal contact

Ulusoy A. C., Toprak T., SELVER M. A., Güneri P., İlhan B.
SCIENTIFIC REPORTS , vol.15, no.1, 2025 (SCI-Expanded, Scopus) identifier identifier identifier

2. Thorax computed tomography (CTX) guided ground truth annotation of CHEST radiographs (CXR) for improved classification and detection of COVID-19

ERTÜRK Ş. M., TOPRAK T., Cömert R. G., Candemir C., Cingöz E., Akyol Sari Z. N., et al.
International Journal for Numerical Methods in Biomedical Engineering , vol.40, no.6, 2024 (SCI-Expanded) identifier identifier identifier

3. Pixel-based analysis of pulmonary changes on CT lung images due to COVID-19 pneumonia.

Soya E., Ekenel N., Savas R., Toprak T., Bewes J., Doganay O.
Journal of clinical imaging science , vol.12, pp.6, 2022 (ESCI, Scopus) Sustainable Development identifier identifier

4. Measurement of the active toxoplasma retinochoroiditis lesion size during the disease course with swept-source optical coherence tomography angiography: A retrospective image analysis

ATAŞ F., KAYA M., Toprak T., AKBULUT YAĞCI B., Selver A., SAATCİ A. O.
INTERNATIONAL OPHTHALMOLOGY , vol.41, no.12, pp.4127-4135, 2021 (SCI-Expanded, Scopus) identifier identifier identifier

5. Utilizing resonant scattering signal characteristics via deep learning for improved classification of complex targets

Toprak T., SELVER M. A., SEÇMEN M., ZORAL E. Y.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.29, no.1, pp.334-348, 2021 (SCI-Expanded, Scopus, TRDizin) identifier identifier

6. Conditional Weighted Ensemble of Transferred Models for Camera Based Onboard Pedestrian Detection in Railway Driver Support Systems

Toprak T., Belenlioglu B., Aydin B., Guzelis C., SELVER M. A.
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY , vol.69, no.5, pp.5041-5054, 2020 (SCI-Expanded, Scopus) identifier identifier

7. Transferring Synthetic Elementary Learning Tasks to Classification of Complex Targets

SELVER M. A., Toprak T., SEÇMEN M., ZORAL E. Y.
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS , vol.18, no.11, pp.2267-2271, 2019 (SCI-Expanded, Scopus) identifier identifier
Papers Presented at Peer-Reviewed Scientific Conferences 11

1. Veela Challenge - Vessel Extraction and Extrication for Liver Analysis

TOPRAK T., Yazıcı Z. A., Öksüz İ., Koska I. Ö., Bulucu P., GEZER N. S., et al.
35th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2025, İstanbul, Turkey, 31 August - 03 September 2025, (Full Text) identifier

2. Selecting Adequate Basis Model for Adaptation in Pedestrian Detection

toprak T., Özçelikörs M., SELVER M. A.
IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 08 October 2022, (Full Text) identifier identifier

3. Otoskleroz Tanısına Yeni Bir Yaklaşım: Volumetrik Dansite Ölçümü ve Radyomik Özellikleri

BARIŞ M. M., SARI E. A., SARI S., TOPRAK T., OLGUN Y., KARABAY N., et al.
TÜRK NÖRORADYOLOJİ DERNEĞİ ULUSLARARASI KATILIMLI 31. YIL YILLIK TOPLANTISI, 17 February 2022, (Full Text)

4. Karmaşık Hedeflerin Aktarımlı Öğrenme ile Sınıflandırmasında Yapay Sinyallerin Başarıma Etkisi

Toprak T., Selver M. A., Seçmen M., Zoral E. Y.
URSI-TÜRKİYE 2021 X. Bilimsel Kongresi, 7 - 09 September 2021, pp.1-3, (Full Text)

5. Ensemble of Pre-Trained Pedestrian Detectors via Non-Maximum Suppression for Better Generalization and Consistent Performance

Toprak T., Bulucu P., Ozeceliorks M., Ciltik A., Alper Selver M.
17th IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2020, Virtual, Antalya, Turkey, 2 - 05 November 2020, (Full Text) identifier

6. Limitations of Feature-Classifier Strategies on Pedestrian Detection for Self Driving Cars

Toprak T., Can B. A., Ozcelikors M., Tekin S. B., SELVER M. A.
2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020, İstanbul, Turkey, 12 - 13 June 2020, (Full Text) identifier

7. Utilizing Resonant Scattering Signal Characteristics of Magnetic Spheres via Deep Learning for Improved Target Classification

SELVER M. A., Toprak T., SEÇMEN M., ZORAL E. Y.
International Symposium on Advanced Electrical and Communication Technologies (ISAECT), Rome, Italy, 27 - 29 November 2019, (Full Text) identifier identifier

8. Searching Optimal Values of Identification and Controller Design Horizon Lengths, and Regularization Parameters in NARMA Based Online Learning Controller Design

Toprak T., ŞAHİN S., Soydemir M. U., Bulucu P., KOCAOĞLU A., Guzelis C.
11th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 28 - 30 November 2019, pp.800-804, (Full Text) identifier identifier

9. Machine Learning Based Bounding Box Regression for Improved Pedestrian Detection

Toprak T., GÜNEL S., Belenlioglu B., Aydin B., ZORAL E. Y., SELVER M. A.
International Symposium on Advanced Electrical and Communication Technologies (ISAECT), Rome, Italy, 27 - 29 November 2019, (Full Text) identifier identifier

10. On Diversity and Complementarity of Pedestrian Detection Models

Toprak T., Belenlioglu B., Dogan S., Aydin B., SELVER M. A.
7th International Conference on Mathematical Modeling in Physical Sciences, IC-MSQUARE 2018, Moscow, Russia, 27 - 31 August 2018, vol.1141, (Full Text) identifier

11. Camera Based Pedestrian Detection for Railway Driver Support Systems

Toprak T., SELVER M. A., Belenlioglu B., Dogan S., Aydin B.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text) identifier identifier
Metrics

Publication

18

Publication (WoS)

12

Publication (Scopus)

16

Citation (WoS)

45

H-Index (WoS)

3

Citation (Scopus)

55

H-Index (Scopus)

3

Citation (Scholar)

75

H-Index (Scholar)

3

Project

2
UN Sustainable Development Goals