Asst. Prof. FUAT AKAL

Articles 9

1. Tales of Turbulence: BERT-based Multimodal Analysis of FED Communication Dynamics Amidst COVID-19 Through FOMC Minutes

Computational Economics , vol.65, no.1, pp.117-146, 2025 (SCI-Expanded, SSCI, Scopus)

2. Attention Based Energy Demand Forecasting in Smart Grid Environments

Firat University journal of experimental and computational engineering (Online) , vol.3, no.3, pp.227-240, 2024 (TRDizin)

3. Automated AI-based grading of neuroendocrine tumors using Ki-67 proliferation index: comparative evaluation and performance analysis

Yücel Z., AKAL F., Oltulu P.

Medical and Biological Engineering and Computing , vol.62, no.6, pp.1899-1909, 2024 (SCI-Expanded, Scopus)

4. A score for predicting colchicine resistance at the time of diagnosis in familial Mediterranean fever: data from the TURPAID registry

BATU AKAL E. D., ŞENER S., Aydin E. A., Aliyev E., Bagrul I., Türkmen Ş., et al.

Rheumatology (United Kingdom) , vol.63, no.3, pp.791-797, 2024 (SCI-Expanded, Scopus)

5. Mitotic cell detection in histopathological images of neuroendocrine tumors using improved YOLOv5 by transformer mechanism

Yücel Z., AKAL F., Oltulu P.

Signal, Image and Video Processing , vol.17, no.8, pp.4107-4114, 2023 (SCI-Expanded, Scopus)

6. Detection of spermatogonial stem/progenitor cells in prepubertal mouse testis with deep learning

Kahveci B., Önen S., AKAL F., KORKUSUZ P.

Journal of Assisted Reproduction and Genetics , vol.40, no.5, pp.1187-1195, 2023 (SCI-Expanded, Scopus)

7. Transforming temporal-dynamic graphs into time-series data for solving event detection problems

Tasci K., AKAL F.

Turkish Journal of Electrical Engineering and Computer Sciences , vol.31, no.5, pp.876-891, 2023 (SCI-Expanded, Scopus, TRDizin)

8. Diagnosing growing pains in children by using machine learning: a cross-sectional multicenter study

AKAL F., BATU AKAL E. D., Sonmez H. E., Karadag S. G., Demir F., Ayaz N. A., et al.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , vol.60, no.12, pp.3601-3614, 2022 (SCI-Expanded, Scopus)

9. A Machine Learning Approach to Detection of Trade-Based Manipulations in Borsa Istanbul

Uslu N. C., AKAL F.

COMPUTATIONAL ECONOMICS , vol.60, no.1, pp.25-45, 2022 (SCI-Expanded, SSCI, Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences 8

1. Do Lunar Cycles Affect Bitcoin Prices?

Erdogan U., Isildar A. B., Erdogan T. G., AKAL F.

International Conference on Computing, Intelligence and Data Analytics, ICCIDA 2022, Kocaeli, Turkey, 16 - 17 September 2022, vol.643 LNNS, pp.271-280, (Full Text)

2. Effects of Different Parameters on Sleep Quality

Kunduracioglu E., Korkmaz E., Erdogan T. G., AKAL F.

International Conference on Computing, Intelligence and Data Analytics, ICCIDA 2022, Kocaeli, Turkey, 16 - 17 September 2022, vol.643 LNNS, pp.358-369, (Full Text)

3. Detection of Trade-Based Manipulations in Borsa Istanbul with Artificial Neural Networks Borsa istanbul'da Islem Bazh Manipulasyonlarm Yapay Sinir Aglanyla Tespit Edilmesi

Uslu N. C., AKAL F.

7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Turkey, 14 - 16 September 2022, pp.366-370, (Full Text)

4. KOLŞİSİNE DİRENÇLİ PEDİATRİK AAA HASTALARINDA ANTİ-IL1 TEDAVİSİ - HELIOS VERİ TABANI VERİLERİ

KASAP M., SAĞ E., AKAL F., ATALAY E., KAYA AKCA Ü., DEMİR S., et al.

5. Çocuk Romatoloji Kongresi, Turkey, 12 - 13 December 2020, (Summary Text)

5. ANTI-IL1 TREATMENT IN COLCHICINE RESISTANT PAEDIATRIC FMF PATIENTS-REAL LIFE DATA FROM THE HELIOS REGISTRY

SAĞ E., AKAL F., ATALAY E., KAYA AKCA Ü., DEMİR S., Demirel D., et al.

EULAR 2020 e-congress, BİLİNMEYEN ÜLKELER (DİĞER), 3 - 05 June 2020, vol.79, pp.179-180, (Summary Text)

6. THE HELIOS (HACETTEPE UNIVERSITY ELECTRONIC RESEARCH FORMS) REGISTRY: USE OF BIOLOGIC DRUGS IN AUTOINFLAMMATORY DISEASES

DEMİR S., Batu E. D., AKAL F., SAĞ E., Akca U. K., Arslanoglu E., et al.

Annual European Congress of Rheumatology (EULAR), Madrid, Spain, 12 - 15 June 2019, vol.78, pp.1946-1947, (Summary Text)

7. Life Sciences Research Center and Data Management

AKAL F.

21st National Biomedical Engineering Meeting (BIYOMUT), İstanbul, Turkey, 24 November - 26 December 2017, (Full Text)

8. Detecting Design Patterns in Object-Oriented Design Models by Using a Graph Mining Approach

Oruc M., AKAL F., SEVER H.

4th International Conference in Software Engineering Research and Innovation (CONISOFT), Puebla, Mexico, 27 - 29 April 2016, pp.115-121, (Full Text)

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Asst. Prof. FUAT AKAL

Publications & Works

1. Tales of Turbulence: BERT-based Multimodal Analysis of FED Communication Dynamics Amidst COVID-19 Through FOMC Minutes

2. Attention Based Energy Demand Forecasting in Smart Grid Environments

3. Automated AI-based grading of neuroendocrine tumors using Ki-67 proliferation index: comparative evaluation and performance analysis

4. A score for predicting colchicine resistance at the time of diagnosis in familial Mediterranean fever: data from the TURPAID registry

5. Mitotic cell detection in histopathological images of neuroendocrine tumors using improved YOLOv5 by transformer mechanism

6. Detection of spermatogonial stem/progenitor cells in prepubertal mouse testis with deep learning

7. Transforming temporal-dynamic graphs into time-series data for solving event detection problems

8. Diagnosing growing pains in children by using machine learning: a cross-sectional multicenter study

9. A Machine Learning Approach to Detection of Trade-Based Manipulations in Borsa Istanbul

1. Do Lunar Cycles Affect Bitcoin Prices?

2. Effects of Different Parameters on Sleep Quality

3. Detection of Trade-Based Manipulations in Borsa Istanbul with Artificial Neural Networks Borsa istanbul'da Islem Bazh Manipulasyonlarm Yapay Sinir Aglanyla Tespit Edilmesi

4. KOLŞİSİNE DİRENÇLİ PEDİATRİK AAA HASTALARINDA ANTİ-IL1 TEDAVİSİ - HELIOS VERİ TABANI VERİLERİ

5. ANTI-IL1 TREATMENT IN COLCHICINE RESISTANT PAEDIATRIC FMF PATIENTS-REAL LIFE DATA FROM THE HELIOS REGISTRY

6. THE HELIOS (HACETTEPE UNIVERSITY ELECTRONIC RESEARCH FORMS) REGISTRY: USE OF BIOLOGIC DRUGS IN AUTOINFLAMMATORY DISEASES

7. Life Sciences Research Center and Data Management

8. Detecting Design Patterns in Object-Oriented Design Models by Using a Graph Mining Approach

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Open Access