Yayınlar & Eserler

ATLAS Yayın Analitiği
Makaleler 72
Tümü (72)
SCI-E, SSCI, AHCI (62)
SCI-E, SSCI, AHCI, ESCI (66)
ESCI (4)
Scopus (65)
TRDizin (9)
Diğer Yayınlar (2)

1. Machine learning and Monte Carlo simulation for hybrid shielding materials

Ekinci F., Kaya N., Alaca Z. S., Türkoğlu B., Güzel M. S., Levet A., et al.
RADIATION PHYSICS AND CHEMISTRY , cilt.250, sa.114361, ss.1-40, 2027 (SCI-Expanded, Scopus)

2. Generalizable machine learning framework for Bragg peak prediction in polymeric materials using Monte Carlo simulations

Ekinci F., Kaya N., Alaca Z. S., Türkoğlu B., Akbarlı A., Güzel M. S., et al.
NUCLEAR ENGINEERING AND TECHNOLOGY , cilt.59, sa.1, ss.1-40, 2027 (SCI-Expanded, Scopus)

3. Explainable deep learning ensemble framework for accurate classification of wild poisonous mushroom species

Korkmaz A. F., Ekinci F., Kumru E., Aydoğan A., Kaymak H. S., Sevindik M., et al.
BMC Biotechnology , cilt.26, sa.1, 2026 (SCI-Expanded, Scopus) Creative Commons License

4. Physically consistent and explainable crystal graph neural networks for hydrogen desorption enthalpy prediction in crystalline hydrides

Ekinci F., Demir Ö., Koçkar N., Uğurlu G., Özdemir M., Bostancı F., et al.
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY , cilt.285, sa.1, ss.1-35, 2026 (SCI-Expanded, Scopus)

5. Explainable Artificial Intelligence Framework for Robust Coffee Leaf Nutrient Deficiency Classification Under Simulated Field-Like Conditions

Acici K., Bademci M., Ekinci F., Özdemir M., Gümrükçü A., Krupodorova T., et al.
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS , cilt.1, sa.1, ss.1-45, 2026 (SCI-Expanded, Scopus)

6. Learning crystal-descriptor synergy: A multimodal deep learning approach for band gap prediction in chalcogenide materials

Akarkamçı H., Ekinci F., Selçuk A. Y., Koçkar N., Demir Ö., Uğurlu G., et al.
PHYSICA B-CONDENSED MATTER , cilt.740, 2026 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

7. Explainable brain tumor detection in skull base CT using continuous neural representations: comparative evaluation of neural fields, neural operators, and vision transformers

Akarkamçı H., Demir Ö., Acici K., Ekinci F., Kırık B., Dağlı Ö., et al.
NEUROSCIENCE , cilt.613, ss.23-37, 2026 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

8. A unified ensemble learning framework for electric motor fault diagnosis, thermal state prediction, and remaining useful life estimation

Kökver Y., Koçkar N., Selçuk A. Y., Ekinci F., Orman A., Güzel M. S.
COMPUTERS AND INFORMATICS , cilt.2, sa.Advanced Online Publication, ss.36-57, 2026 (Hakemli Dergi)

9. Explainable deep learning for SEM-based classification of six Sclerodermataceae taxa

Kumru E., Aydoğan A., Akarkamçi H., Ekinci F., Sevindik M., Akata I., et al.
SCIENTIFIC REPORTS , cilt.1, sa.1, ss.1-40, 2026 (SCI-Expanded, Scopus)

10. Fusion-Based Explainable Deep Learning Framework for Species Classification of Jelly Fungi from Field Images

Akata I., Karaltı İ., Ekinci F., Kumru E., Sevindik M., Altındal Ö., et al.
BIOLOGY BULLETIN , cilt.53, sa.206, ss.1-18, 2026 (SCI-Expanded, Scopus) Creative Commons License

11. Explainable latent-space and anomaly-sensitive learning for thermodynamic crystal stability prediction

Akarkamçı H., Eryılmaz Ü. K., Ekinci F., Acici K., Uğurlu G., Delen D., et al.
COMPUTATIONAL MATERIALS SCIENCE , cilt.274, 2026 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

12. Efficient and explainable deep learning for fine-grained classification of morphologically overlapping species of the truffle genus Elaphomyces

Kumru E., Demir Ö., Edis G., Ekinci F., Sevindik M., Güzel M. S., et al.
SCIENTIFIC REPORTS , cilt.1, sa.1, ss.1-35, 2026 (SCI-Expanded, Scopus)

13. Learning continuous activation fields from microscopic SEM images of lycoperdioid fungi via CNN-guided neural operator modeling

Kumru E., Demir Ö., Ediş G., Ekinci F., Açıcı K., Aydın A., et al.
SCIENTIFIC REPORTS , cilt.16, ss.1-19, 2026 (SCI-Expanded, Scopus) Creative Commons License

14. Deep learning–driven classification of 46 medicinal macrofungi species: comparative analysis, fusion strategies, and explainability insights

Sevindik M., Korkmaz A. F., Ekinci F., Kumru E., Krupodorova T., Altindal Ö. B., et al.
BMC BIOINFORMATICS , cilt.1, sa.2, ss.1-30, 2026 (SCI-Expanded, Scopus)

15. Towards clinically reliable AI: comparative evaluation of CNN, transformer, and hybrid architectures for meningioma detection and segmentation

Dağlı Ö., Ekinci F., Hazar G., Turan B., Akata I., Sevindik M., et al.
SCIENTIFIC REPORTS , cilt.1, sa.2, ss.1-30, 2026 (SCI-Expanded, Scopus)

16. Physics-guided deep representation learning for SEM-based pollen classification via morphology-aware hybrid feature integration

Ekinci F., Tosunoğlu A., Demir Ö., Kumru E., Sevindik M., Aydın A., et al.
SCIENTIFIC REPORTS , cilt.1, sa.1, ss.1-20, 2026 (SCI-Expanded, Scopus)

17. Organ Segmentation in CT Images Using nnU-Net and 3D Model Generation With Marching Cubes

Gokcekuyu Y., EKİNCİ F., BÜYÜKSUNGUR A., GÜZEL M. S.
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY , cilt.36, sa.4, 2026 (SCI-Expanded, Scopus)

18. High-Resolution Monte Carlo Evaluation of Mass Energy Absorption Coefficients for Zirconium

Ekinci F., Kaya N., Alaca Z. S., Türkoğlu B., Akbarli A., Güzel M. S., et al.
RADIATION PHYSICS AND CHEMISTRY , cilt.1, sa.1, ss.1-30, 2026 (SCI-Expanded, Scopus)

19. A comparative analysis of single- and dual-backbone deep learning architectures with explainable AI for cherry leaf disease classification

Altay H. T., Demir Ö., Ekinci F., Güzel M. S., Kumru E., Akata I., et al.
SCIENTIFIC REPORTS , cilt.16, ss.1-25, 2026 (SCI-Expanded, Scopus) Creative Commons License

20. Balancing accuracy and efficiency in fine‑grained image classification: a systematic comparison of CNN, vision transformer, and hybrid architectures

Öztaş D. M., Salehi H., Demir ., Açıcı K., Güzel M. S., Eraslan E. C., et al.
OESTERREICHISCHE BOTANISCHE ZEITSCHRIFT , cilt.312, sa.30, ss.1-19, 2026 (SCI-Expanded, Scopus) Creative Commons License

21. Constrained Multi-Objective Bayesian Optimization for Unmanned Ground Vehicle-Oriented Detection Models

Açıcı K., Kökver Y., Çatalca H. H., Demir Ö., Ekinci F., Güzel M. S.
El-Cezeri Journal of Science and Engineering , sa.Advanced Online Publication, ss.271-283, 2026 (ESCI, Scopus, TRDizin)

22. Balancing accuracy and efficiency in fine-grained image classification: a systematic comparison of CNN, vision transformer, and hybrid architectures

Öztaş D. M., Salehi H., Demir Ö., Acici K., Güzel M. S., Eraslan E. C., et al.
PLANT SYSTEMATICS AND EVOLUTION , cilt.312, sa.4, 2026 (SCI-Expanded, Scopus)

23. Learning continuous activation fields from microscopic SEM images of lycoperdioid fungi via CNN-guided neural operator modeling

Kumru E., Demir Ö., Ediş G., Ekinci F., Açıcı K., Aydın A., et al.
SCIENTIFIC REPORTS , cilt.1, sa.1, ss.1-41, 2026 (SCI-Expanded, Scopus)

24. Integrating scanning electron microscopy, explainable deep learning, and ITS sequencing for accurate identification in some species Geastrum

Kumru E., Altaş Ş., Ediş G., Ekinci F., Acici K., Güzel M. S., et al.
SCIENTIFIC REPORTS , cilt.16, sa.1, 2026 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

25. Interpretable mycology: leveraging Kolmogorov–Arnold networks for high-accuracy Lactarius species classification and comparative benchmarking

Kırık B., Uğurlu G., AYDIN A., EKİNCİ F., AÇICI K., Kumru E., et al.
Journal of Supercomputing , cilt.82, sa.7, 2026 (SCI-Expanded, Scopus)

26. Optimization of deep learning models and applications of explainable artificial intelligence classification in some Tricholoma species

EKİNCİ F., GÜZEL M. S., AÇICI K., Aydogan A., Altas S., Altindal O. B., et al.
VISUAL COMPUTER , cilt.42, sa.7, 2026 (SCI-Expanded, Scopus) Creative Commons License

27. A comparative analysis of single- and dual-backbone deep learning architectures with explainable AI for cherry leaf disease classification

Altay H. T., Demir Ö., Ekinci F., Güzel M. S., Kumru E., Akata I., et al.
SCIENTIFIC REPORTS , cilt.1, sa.1, ss.1-41, 2026 (SCI-Expanded, Scopus)

28. Investigating Tree-Based Models Across Positive–Unlabeled Learning Frameworks for Crystal Synthesizability Prediction

Aydın A., Eryılmaz Ü. K., Alkan O. B., Kocagöz P., Açıcı K., Ekinci F., et al.
ADVANCED THEORY AND SIMULATIONS , cilt.9, sa.4, ss.1-13, 2026 (SCI-Expanded, Scopus)

29. Hybrid Graph–Machine Learning Framework for Accurate and Interpretable Band Gap Prediction

Aydın A., Eryılmaz Ü. K., Alkan O. B., Kocagöz P., Ekinci F., Güzel M. S.
JOURNAL OF CHEMICAL INFORMATION AND MODELING , cilt.3, ss.1-19, 2026 (SCI-Expanded, Scopus) Creative Commons License

30. Artificial intelligence in mycology: a systematic review of species identification, biotechnological assessment, and explainable deep learning methods

Ekinci F., Güzel M. S., Akata I.
TURKISH JOURNAL OF BOTANY , cilt.50, sa.2, ss.1-25, 2026 (SCI-Expanded, Scopus, TRDizin)

31. Hybrid deep learning approach for multi-label classification problem: genre prediction

Ünal F. Z., Güzel M. S., Ünal M., Ekinci F., Aşuroğlu T., Açıcı K.
NEURAL COMPUTING AND APPLICATIONS , cilt.38, ss.1-22, 2026 (Scopus) Creative Commons License

32. A Comparative Analysis of CNN Architectures, Fusion Strategies, and Explainable AI for Fine-Grained Macrofungi Classification

Sevindik M., Korkmaz A. F., Ekinci F., Eda Kumru K., Altındal Ö. B., Aydın A., et al.
BIOLOGY , cilt.14, sa.12, ss.1-25, 2026 (SCI-Expanded, Scopus)

33. Reply to Pastore, E.P. Comment on “Korkmaz et al. A Deep Learning and Explainable AI-Based Approach for the Classification of Discomycetes Species. Biology 2025, 14, 719”

Korkmaz A. F., Ekinci F., Altaş Ş., Kumru E., Güzel M. S., Akata I.
Biology , cilt.15, sa.2, 2026 (SCI-Expanded, Scopus)

34. T-LEXCARE: A leakage-aware and multi-layer explainable artificial intelligence framework for mortality risk stratification in gastric cancer patients

Çulcu S., Ekinci F., Akarkamçı H., Demir Ö., Koçkar N., Tamam S., et al.
DIGITAL HEALTH , cilt.12, 2026 (SCI-Expanded, SSCI, Scopus)

35. Explainable deep learning ensemble framework for accurate classification of wild poisonous mushroom species

Korkmaz A. F., Ekinci F., Kumru E., Aydoğan A., Kaymak H. S., Sevindik M., et al.
BMC BIOTECHNOLOGY , cilt.26, sa.11, ss.1-28, 2026 (SCI-Expanded, Scopus)

36. Integrating scanning electron microscopy, explainable deep learning, and ITS sequencing for accurate identification in some species Geastrum

Kumru E., Altaş Ş., Ediş G., Ekinci F., Açıcı K., Güzel M. S., et al.
SCIENTIFIC REPORTS , cilt.16, ss.1-22, 2026 (SCI-Expanded, Scopus)

37. Comparison of gamma knife and linac-based radiosurgical techniques for malignant brain tumors: evaluation of dosimetric parameters and treatment efficacy

Dagli O., Kara E., Ekinci F., Emmez O. H.
TURKISH NEUROSURGERY , cilt.1, sa.1, ss.10-20, 2026 (SCI-Expanded, Scopus, TRDizin)

38. Enhancing crayfish sex identification with Kolmogorov-Arnold networks and stacked autoencoders

ATILKAN Y., Kirik B., Acikbas E. T., EKİNCİ F., AÇICI K., Asuroglu T., et al.
SCIENTIFIC REPORTS , cilt.16, sa.1, 2025 (SCI-Expanded, Scopus)

39. Explainable convolutional neural network architectures for high-performance taxonomic classification of gasteroid macrofungi

Kumru E., EKİNCİ F., Aydogan A., GÜZEL M. S., Sevindik M., AKATA I.
SCIENTIFIC REPORTS , cilt.15, sa.1, 2025 (SCI-Expanded, Scopus) Creative Commons License

40. Combination Ensemble and Explainable Deep Learning Framework for High-Accuracy Classification of Wild Edible Macrofungi

KORKMAZ A. F., EKİNCİ F., Kumru E., Altas S., Gunes S. K., Yalcin A. T., et al.
BIOLOGY-BASEL , cilt.14, sa.12, 2025 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma

41. Advanced deep learning approaches for the automated classification of macrofungal species in biodiversity monitoring

ÖZSARI Ş., Kumru E., EKİNCİ F., GÜZEL M. S., AÇICI K., Aguroglu T., et al.
TRAKYA UNIVERSITY JOURNAL OF NATURAL SCIENCES , cilt.26, sa.2, ss.203-212, 2025 (ESCI, Scopus, TRDizin)

42. Deep Ensemble Learning and Explainable AI for Multi-Class Classification of Earthstar Fungal Species

Kumru E., KORKMAZ A. F., EKİNCİ F., Aydogan A., GÜZEL M. S., AKATA I.
BIOLOGY-BASEL , cilt.14, sa.10, 2025 (SCI-Expanded, Scopus) Creative Commons License

43. Advanced deep learning approaches for the accurate classification of Phallaceae fungi with explainable AI

Kumru E., Ekinci F., Açıcı K., Altındal Ö. B., Güzel M. S., Akata I.
TURKISH JOURNAL OF BOTANY , cilt.49, ss.1-18, 2025 (SCI-Expanded, Scopus)

44. Hybrid Deep Learning Framework for High-Accuracy Classification of Morphologically Similar Puffball Species Using CNN and Transformer Architectures

Kumru E., Ugurlu G., Sevindik M., EKİNCİ F., GÜZEL M. S., AÇICI K., et al.
Biology , cilt.14, sa.7, 2025 (SCI-Expanded, Scopus)

45. Hybrid Deep Learning Framework for High-Accuracy Classification of Morphologically Similar Puffball Species Using CNN, Transformer, And Explainable AI Architectures

Kumru E., Uğrurlu G., Sevindik M., Ekinci F., Güzel M. S., Açıcı K., et al.
BIOLOGY , cilt.14, ss.1-19, 2025 (SCI-Expanded, Scopus) Creative Commons License

46. A Deep Learning and Explainable AI-Based Approach for the Classification of Discomycetes Species

KORKMAZ A. F., EKİNCİ F., Altas S., Kumru E., GÜZEL M. S., AKATA I.
BIOLOGY-BASEL , cilt.14, sa.6, 2025 (SCI-Expanded, Scopus) Creative Commons License

47. Classification of Mycena and Marasmius Species Using Deep Learning Models: An Ecological and Taxonomic Approach

EKİNCİ F., Ugurlu G., Ozcan G. S., AÇICI K., Asuroglu T., Kumru E., et al.
SENSORS , cilt.25, sa.6, 2025 (SCI-Expanded, Scopus) Creative Commons License

48. Advanced deep learning approaches for the accurate classification of Phallaceae fungi with explainable AI

Kumru E., EKİNCİ F., AÇICI K., Altindal O. B., GÜZEL M. S., AKATA I.
TURKISH JOURNAL OF BOTANY , cilt.49, sa.5, 2025 (SCI-Expanded, Scopus, TRDizin)

49. Monte Carlo simulation of polymer phantoms in proton therapy for eye tumor treatment

AŞLAR E., Ekinci F.
EUROPEAN PHYSICAL JOURNAL PLUS , cilt.140, sa.1, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

50. Comparison of X-Ray Absorption in Mandibular Tissues and Tissue-Equivalent Polymeric Materials Using PHITS Monte Carlo Simulations

Gökçekuyu Y., Ekinci F., Büyüksungur A., Güzel M. S., Açıcı K., Asuroğlu T.
APPLIED SCIENCES-BASEL , cilt.14, sa.23, 2024 (SCI-Expanded, Scopus)

51. Deep Learning-Based Classification of Macrofungi: Comparative Analysis of Advanced Models for Accurate Fungi Identification

Ozsari Ş., Kumru E., Ekinci F., Akata I., Guzel M. S., Acici K., et al.
SENSORS , cilt.24, sa.22, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

52. Comparative Analysis of Deep Learning Methods on CT Images for Lung Cancer Specification

KALKAN M., GÜZEL M. S., Ekinci F., Akcapinar Sezer E., Asuroglu T.
CANCERS , cilt.16, sa.19, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

53. Artificial Intelligence in Biomaterials: A Comprehensive Review

Gokcekuyu Y., Ekinci F., GÜZEL M. S., Acici K., Aydin S., Asuroglu T.
APPLIED SCIENCES-BASEL , cilt.14, sa.15, 2024 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma

54. The Future of Microreactors: Technological Advantages, Economic Challenges, and Innovative Licensing Solutions with Blockchain

Ekinci F., GÜZEL M. S., Acici K., Asuroglu T.
APPLIED SCIENCES-BASEL , cilt.14, sa.15, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

55. Advancing Crayfish Disease Detection: A Comparative Study of Deep Learning and Canonical Machine Learning Techniques

ATILKAN Y., Kirik B., AÇICI K., Benzer R., Ekinci F., GÜZEL M. S., et al.
APPLIED SCIENCES-BASEL , cilt.14, sa.14, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

56. Exploring Blockchain for Nuclear Material Tracking: A Scoping Review and Innovative Model Proposal

Ecemis I. N., Ekinci F., AÇICI K., GÜZEL M. S., MEDENİ İ. T., Asuroglu T.
ENERGIES , cilt.17, sa.12, 2024 (SCI-Expanded, Scopus) Creative Commons License

57. Thyroid and contralateral breast surface dose variation in mammography: a phantom study on the role of breast tissue composition

Ekinci F., AŞLAR E.
EUROPEAN PHYSICAL JOURNAL PLUS , cilt.139, sa.4, 2024 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma

58. Enhancing Tissue Equivalence in 7Li Heavy Ion Therapy with MC Algorithm Optimized Polymer-Based Bioinks

Ekinci F., Açıcı K., Asuroglu T.
JOURNAL OF FUNCTIONAL BIOMATERIALS , cilt.14, sa.12, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

59. MC TRIM Algorithm in Mandibula Phantom in Helium Therapy

Ekinci F., AÇICI K., Asuroglu T., EMEK SOYLU B.
HEALTHCARE , cilt.11, sa.18, 2023 (SCI-Expanded, SSCI, Scopus) Sürdürülebilir Kalkınma

60. Monte Carlo Simulation of TRIM Algorithm in Ceramic Biomaterial in Proton Therapy

Ekinci F., Asuroglu T., Acici K.
MATERIALS , cilt.16, sa.13, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

61. IONIZATION AND PHONON PRODUCTION BY 10B IONS IN RADIOTHERAPY APPLICATIONS

EKİNCİ F.
Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , cilt.65, sa.1, ss.30-37, 2023 (TRDizin)

62. Deep-Learning-Based Approaches for Semantic Segmentation of Natural Scene Images: A Review

EMEK SOYLU B., GÜZEL M. S., BOSTANCI G. E., EKİNCİ F., Asuroglu T., AÇICI K.
ELECTRONICS , cilt.12, sa.12, 2023 (SCI-Expanded, Scopus) Creative Commons License Sürdürülebilir Kalkınma

63. A Monte Carlo Study for Soft Tissue Equivalency of Potential Polymeric Biomaterials Used in Carbon Ion Radiation Therapy

Ekinci F., BOSTANCI G. E., GÜZEL M. S., DAĞLI Ö.
NUCLEAR TECHNOLOGY , cilt.209, sa.8, ss.1229-1239, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

64. Investigation of tissue equivalence of phantom biomaterials in 4He heavy ion therapy

Ekinci F.
RADIATION EFFECTS AND DEFECTS IN SOLIDS , cilt.178, sa.3-4, ss.500-509, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

65. Simulation based analysis of 4He, 7Li, 8Be and 10B ions for heavy ion therapy

Ekinci F., Bostanci E., Guzel M. S., Dagli O.
INTERNATIONAL JOURNAL OF RADIATION RESEARCH , cilt.21, sa.1, ss.131-137, 2023 (SCI-Expanded) Sürdürülebilir Kalkınma

66. Recoil Analysis for Heavy Ion Beams

Ekinci F., Bostancı G. E., Güzel M. S., Dağlı Ö.
Aksaray University Journal of Science and Engineering , cilt.6, sa.2, ss.1-12, 2022 (Hakemli Dergi)

67. Effect of different embolization materials on proton beam stereotactic radiosurgery Arteriovenous Malformation dose distributions using the Monte Carlo simulation code

Ekinci F., Bostanci E., Guzel M. S., Dagli O.
JOURNAL OF RADIATION RESEARCH AND APPLIED SCIENCES , sa.3, ss.191-197, 2022 (SCI-Expanded) Sürdürülebilir Kalkınma

68. ANALYSING THE EFFECT OF A CRANIUM THICKNESS ON A BRAGG PEAK RANGE IN THE PROTON THERAPY: A TRIM AND GEANT4 BASED STUDY

Ekinci F., Bostanci E., Guzel M. S., Dagil O.
ST PETERSBURG POLYTECHNIC UNIVERSITY JOURNAL-PHYSICS AND MATHEMATICS , sa.2, ss.64-78, 2022 (ESCI) Sürdürülebilir Kalkınma

69. Analysis of Bragg curve parameters and lateral straggle for proton and carbon beams

Ekinci F., Bostanci G. E., Guzel M., DAGLI Ö.
Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , cilt.63, sa.1, ss.32-41, 2021 (TRDizin) Creative Commons License

70. Geant4 based dosimetry evaluation for gamma knife using different phantom materials

DAGLI Ö., Bostanci G. E., Emmez H., KURT G., Ekinci F., Guzel M.
Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , cilt.63, sa.2, ss.118-126, 2021 (TRDizin) Creative Commons License

71. Proton Therapy for Mandibula Plate Phantom

Senirkentli G. B., Ekinci F., BOSTANCI G. E., GÜZEL M. S., DAĞLI Ö., Karim A. M., et al.
HEALTHCARE , sa.2, 2021 (SCI-Expanded, SSCI, Scopus) Creative Commons License Sürdürülebilir Kalkınma

72. The Effect of the Second Peak formed in Biomaterials used in a Slab Head Phantom on the Proton Bragg Peak

Ekinci F., Bölükdemir M. H.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , sa.1, ss.129-136, 2020 (ESCI, TRDizin) Creative Commons License Sürdürülebilir Kalkınma
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 19

1. BREAST CANCER CLASSIFICATION FROM HISTOPATHOLOGICAL IMAGES USING EXPLAINABLE ARTIFICIAL INTELLIGENCE: A PATIENT-WISE EVALUATION OF CNN AND VISION TRANSFORMER ARCHITECTURES

Gönül A., Peçenek K., Ekinci F., Güzel M. S.
INTERNATIONAL EUROASIA Congress on Scientific Researches and Recent Trends XV, Makkah, Suudi Arabistan, 3 - 10 Ekim 2026, cilt.15, sa.1, ss.131-138, (Tam Metin Bildiri)

2. AN AI AND V2X-BASED SMART INTERSECTION SYSTEM FOR VULNERABLE ROAD USERS WITH REDUCED MOBILITY OR PERCEPTION

Çınar D., Coşkun Ö., Çatalca H. H., Ekinci F., Lif B., Güzel M. S.
IX. BASKENT INTERNATIONAL CONFERENCE ON MULTIDISCIPLINARY STUDIES , Ankara, Türkiye, 11 - 12 Eylül 2026, ss.191-211, (Tam Metin Bildiri)

3. AÇIKLANABİLİR YAPAY ZEKÂ İLE PANORAMİK DENTAL RADYOGRAFİLERDEN ADLİ YAŞ TAHMİNİ: ÇOKLU DERİN ÖĞRENME MİMARİLERİNİN DEĞERLENDİRİLMESİ

Peçenek K., Ekinci F., Güzel M. S.
IX. BASKENT INTERNATIONAL CONFERENCE ON MULTIDISCIPLINARY STUDIES, Ankara, Türkiye, 11 - 12 Eylül 2026, ss.181-187, (Tam Metin Bildiri)

4. KALITSAL RETİNA HASTALIKLARININ SINIFLANDIRILMASINDA DERİN ÖĞRENME MİMARİLERİNİN UYUMU VE ENSEMBLE ÖĞRENMENİN DEĞERLENDİRİLMESİ

Altaş Ş., Aydın Ş., Uymaz S., Güzel M. S., Ekinci F.
INTERNATIONAL TOPKAPI CONGRESS-VII, İstanbul, Türkiye, 8 - 09 Haziran 2026, cilt.1, ss.547-556, (Tam Metin Bildiri)

5. DEPLOYABLE DEEP LEARNING MODELS FOR MUSHROOM SPECIES CLASSIFICATION: A COMPARATIVE STUDY WITH EXPLAINABLE AI

Kumru E., Ekinci F., Altaş Ş., Güzel M. S., Akata I.
11. INTERNATIONAL BILTEK CONGRESS ON CURRENT DEVELOPMENTS IN SCIENCE, TECHNOLOGY AND SOCIAL SCIENCES CONGRESS, Ankara, Türkiye, 25 - 26 Mayıs 2025, cilt.1, ss.300-3008, (Tam Metin Bildiri)

6. DEVELOPMENT OF A DEEP LEARNING-BASED SYSTEM FOR THE AUTOMATIC CLASSIFICATION OF BRAIN METASTASES

Ekinci F., Güzel M. S., Dağlı Ö.
INTERNATIONAL GEVHER NESIBE HEALTH SCIENCES CONFERENCE-XIV, Ankara, Türkiye, 1 - 02 Mart 2025, ss.86-113, (Tam Metin Bildiri) Creative Commons License

7. Enchancing SOC Estimation Hybrid RNN Models for Li-Ion Batteries Under Various Temperatures

Sert E., Küçükkurt B., Bektas A., Ekinci U. B., EKİNCİ F., AÇICI K.
7th IEEE Global Power, Energy and Communication Conference, GPECOM 2025, Bochum, Almanya, 11 - 13 Haziran 2025, ss.13-18, (Tam Metin Bildiri) Creative Commons License Sürdürülebilir Kalkınma

8. BLOCKCHAIN AND THE NUCLEAR SUPPLY CHAIN: THE TRACKING TECHNOLOGY OF THE FUTURE

Ekinci F., Güzel M. S.
3rd International Karatekin Science and Technology Conference, Çankırı, Türkiye, 21 - 22 Kasım 2024, ss.74, (Tam Metin Bildiri)

9. OPTIMAL APPROACH TO THE EMPLOYMENT OF OFFICE PERSONNEL IN THE PUBLIC SECTOR: A STUDY ON MANAGEMENT INFORMATION SYSTEMS AND LABOR PEACE

Ekinci F., Güzel M. S., Medeni İ. T.
7. International Antalya Scientific Research and Innovative Studies Congress, Antalya, Türkiye, 11 - 14 Mayıs 2024, ss.1-8, (Tam Metin Bildiri)

10. Investigation of lateral spread of 80-250 MeV energy protons in water and cortal bone

Ekinci F., Bölükdemir M. H.
4th International Conference on Theoretical and Experimental Studies in Nuclear Applications and Technology, Antalya, Türkiye, 20 - 22 Nisan 2018, ss.64, (Özet Bildiri) Creative Commons License

11. Investigation of Lateral Scattering Profiles of Heavy Ions with Monte Carlo Simulation System

Ekinci F.
5th International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE), İstanbul, Türkiye, 29 Eylül - 01 Ekim 2022, ss.51-53, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

12. KARBON, BOR, OKSİJEN VE AZOT İYONLARININ BRAGG EĞRİLERİ, YANAL SAÇILMA VE MENZİLLERİNİN SU FANTOMUNDA İNCELENMESİ

Ekinci F.
MAS 11th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES, Tokat, Türkiye, 13 - 15 Mart 2020, ss.1-8, (Tam Metin Bildiri) Creative Commons License

13. PROTON TERAPİNİN MANDİBULA PLAKA FANTOMDA BRAGG EĞRİSİ VE YANAL SAÇILMA DEĞERLERİNİN İNCELENMESİ

Ekinci F.
MAS 11th INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS, ENGINEERING, NATURAL & MEDICAL SCIENCES, Tokat, Türkiye, 13 - 15 Mart 2020, ss.1-8, (Tam Metin Bildiri) Creative Commons License

14. The investigation of Bragg curve parameters and lateral scattering of proton and carbon beam in different energy in the water phantom

Ekinci F., Bölükdemir M. H.
5th International Conference on Theoretical and Experimental Studies in Nuclear Applications and Technology, Amasya, Türkiye, 2 - 04 Mayıs 2019, ss.73, (Özet Bildiri) Creative Commons License

15. Hadron terapide bor ve karbon demetinin su fantomundaki enerji dağılımlarının karşılaştırılması

Ekinci F., Bölükdemir M. H.
International Symposium on Boron, Nevşehir, Türkiye, 17 - 19 Nisan 2019, ss.1001-1006, (Tam Metin Bildiri) Creative Commons License

16. Comparison of different embolization materials on gamma knife arteriovenous malformation dose distributions

Dağlı Ö., Bostancı G. E., Emmez Ö. H., Ekinci F.
4th International Conference on Theoretical and Experimental Studies in Nuclear Applications and Technology, Antalya, Türkiye, 20 - 22 Nisan 2018, ss.28, (Özet Bildiri) Creative Commons License

17. Material selection for gamma knife phantoms

Dağlı Ö., Bostancı G. E., Kurt G., Ekinci F.
4th International Conference on Theoretical and Experimental Studies in Nuclear Applications and Technology, Antalya, Türkiye, 20 - 22 Nisan 2018, ss.29, (Özet Bildiri) Creative Commons License

18. Effects of biomaterials on lateral spreading dose in proton therapy

Ekinci F., Bölükdemir M. H.
4th International Conference on Theoretical and Experimental Studies in Nuclear Applications and Technology, Antalya, Türkiye, 20 - 22 Nisan 2018, ss.66, (Özet Bildiri) Creative Commons License

19. Geant4 Simulation for Proton Therapy

Ekinci F., Bölükdemir M. H., Tanır A.
International Conference on Theoretical and Applied Computer Science and Engineering (ICTACSE), Ankara, Türkiye, 10 - 11 Kasım 2017, ss.22-23, (Tam Metin Bildiri) Creative Commons License
Kitaplar 9

1. A Review of Deep Learning Techniques Within Big Data Environments

Ekinci F.
Statistics & Data Science: Concepts, Methods, and Applications, Mükerrem Bahar Başkır,Elmas Burcu Mamak Ekinci,Gonca Yıldırım,Pelin Toktaş, Editör, Nobel Yayınevi, Ankara, ss.331-341, 2025

2. Evaluation Of Helium Ion Radiotherapy in Thyroid Cancer Using SRIM/TRIM Simulations

Ekinci F.
Modern Healt Sciences: Theory, Methodology and Practice, Prof. Ahmet Aslan and Assoc. Prof. Fatih Yücedağ, Editör, Platanus Publishing, Ankara, ss.271-292, 2025 Creative Commons License

3. Yapay Zeka ve İş Birliği Kanser Tanı ve Tedavi Alanındaki Rolü

Ekinci F.
İŞ BİRLİĞİ VE YAPAY ZEKÂ - İnsan ve Makine Ortaklığı, Dr. Ziya TAN, Editör, Nobel Yayınevi, Ankara, ss.41-49, 2025 Sürdürülebilir Kalkınma

4. Blockchain ve İş Birliğinin Sürdürülebilir Geleceği: Tarım ve Enerji Sektörlerinde Dönüşüm

Ekinci F.
DİJİTAL DÖNÜŞÜMDE İŞ BİRLİĞİ İşletme ve Teknoloji Entegrasyonu, Dr. Öğr. Üyesi Mukadder Bektaş, Editör, Nobel Yayınevi, Ankara, ss.274-283, 2025 Sürdürülebilir Kalkınma

5. Investigation of the Behaviors of Ti and Pt Biomaterials in Proton Therapy Using Geant4 Simulation

Ekinci F.
New Trends in Science and Mathematics, Prof. Dr. Hüsniye SAĞLIKER, Editör, Duvar Design, Ankara, ss.432-444, 2023 Creative Commons License

6. Properties of Metallic Biomaterials and Proton Therapy Applications

Ekinci F., Bostancı G. E., Güzel M. S., Dağlı Ö.
Advances in Health Sciences, Assist Prof. Dilek ATIK,Dr. Nuray KILIC, Editör, Duvar Design, Ankara, ss.71-98, 2022 Creative Commons License

7. Geant-4 Monte Carlo Simülasyon Kodu Kullanılarak Farklı Embolizasyon Malzemelerinin Gamma Knife Arteriyovenöz Malformasyon Doz Dağılımları Üzerindeki Etkisinin İstatistiksel Analizi

Dağlı Ö., Bostancı G. E., Emmez Ö. H., Ekinci F., Börcek A. Ö., Güzel M. S., et al.
INSAC Contemporary Trends in Human and Health Sciences Research, Prof. Dr. Ali Bilgili, Editör, Duvar Design, Ankara, ss.373-384, 2022 Creative Commons License

8. The Behaviors Of Heavy Ion Therapy In Layer Bio Structures

Ekinci F.
Current Debates in Science and Mathematics, Assoc. Prof. Aykut DEMİRÇALI, Editör, Duvar Design, Ankara, ss.139-151, 2022 Creative Commons License

9. Geant-4 Monte Carlo Simülasyon Kodu Kullanılarak Farklı Embolizasyon Malzemelerinin Gamma Knife Arteriyovenöz Malformasyon Doz Dağılımları Üzerindeki Etkisinin İstatistiksel Analizi

DAĞLI Ö., BOSTANCI G. E., EMMEZ Ö. H., EKİNCİ F., BÖRCEK A. Ö., ÇELTİKÇİ E., et al.
INSAC Contemporary Trends in Human and Health Sciences Research, Prof. Dr. Ali Bilgili, Editör, Duvar Yayınları, Ankara, ss.375-383, 2022
Metrikler

Yayın

100

Yayın (WoS)

67

Yayın (Scopus)

67

Atıf (WoS)

430

H-İndeks (WoS)

11

Atıf (Scopus)

500

H-İndeks (Scopus)

11

Atıf (Scholar)

762

H-İndeks (Scholar)

14

Proje

12

Tez Danışmanlığı

3

Açık Erişim

33
BM Sürdürülebilir Kalkınma Amaçları
SDG 1: AMAÇ 1: YOKSULLUĞA SON
SDG 2: AMAÇ 2: AÇLIĞA SON
SDG 3: AMAÇ 3: SAĞLIKLI BİREYLER
SDG 5: AMAÇ 5: CİNSİYET EŞİTLİĞİ
SDG 7: AMAÇ 7: ERİŞİLEBİLİR VE TEMİZ ENERJİ
SDG 9: AMAÇ 9: SANAYİ, YENİLİKÇİLİK VE ALTYAPI
SDG 11: AMAÇ 11: SÜRDÜRÜLEBİLİR ŞEHİR VE YAŞAM ALANLARI
SDG 12: AMAÇ 12: SORUMLU ÜRETİM VE TÜKETİM
SDG 14: AMAÇ 14: SUDAKİ YAŞAM
SDG 15: AMAÇ 15: KARASAL YAŞAM