Research output per year
Research output per year
Personal profile
Curriculum
Research areas
Machine Learning, Image Processing, Deep Learning
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Electrical and Electronics Engineering, PhD, Simulation of a Ring Fixator System with Patient-Specific Bone Modeling
2010 → 2016
Biomedical Engineering, MSc, Epileptic EEG Signal Classification Using One-Class Support Vector Machines, Istanbul Technical University
2007 → 2009
Electrical and Electronics Engineering, BSc, Cukurova University
2003 → 2007
Keywords
- User defined:
- Deep learning
- Image Processing
- machine learning
Fingerprint
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Diagnosis of Acute Appendicitis with Machine Learning-Based Computer Tomography: Diagnostic Reliability and Role in Clinical Management
Sibic, O., Somuncu, E., Yilmaz, S., Avsar, E., Bozdag, E., Ozcan, A., Aydin, M. O. & Ozkan, C., 2025, In: Journal of Laparoendoscopic and Advanced Surgical Techniques. Part a. 35, 4, p. 313-317 5 p.Research output: Contribution to journal › Journal article › Research › peer-review
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LatentResNet: An Optimized Underwater Fish Classification Model with a Low Computational Cost
Hariri, M., Avsar, E. & Aydın, A., 2025, In: Journal of Marine Science and Engineering. 13, 6, 26 p., 1019.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile6 Downloads (Orbit) -
LesionScanNet: dual-path convolutional neural network for acute appendicitis diagnosis
Hariri, M., Aydın, A., Sıbıç, O., Somuncu, E., Yılmaz, S., Sönmez, S. & Avşar, E., 2025, In: Health Information Science and Systems. 13, 12 p., 3.Research output: Contribution to journal › Journal article › Research › peer-review
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Edge computing based real-time Nephrops (Nephrops norvegicus) catch estimation in demersal trawls using object detection models
Avsar, E., Feekings, J. P. & Krag, L. A., 2024, In: Scientific Reports. 14, 14 p., 9481.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile36 Downloads (Orbit) -
A deep learning framework with edge computing for severity level detection of diabetic retinopathy
Al-Karawi, A. & Avşar, E., 2023, In: Multimedia Tools and Applications. 82, p. 37687-37708 22 p.Research output: Contribution to journal › Journal article › Research › peer-review
Projects
- 7 Active
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AI and Computer Vision for Automated Fisheries Monitoring
Thilakarathna, M. W. S. N. (PhD Student), Feekings, J. P. (Main Supervisor), Avsar, E. (Supervisor), Glemarec, G. (Supervisor) & Melli, V. (Supervisor)
01/09/2025 → 31/08/2028
Project: PhD
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MarineGuardian : Advancing sustainable fisheries and marine ecosystem conservation in the Atlantic and Arctic Sea basin (116611)
Bastardie, F. (PI), Lusseau, D. (Project Participant), Krag, L. A. (Project Participant), O'Neill, B. (Project Participant), Svantemann, M. M. (Project Participant) & Avsar, E. (Project Participant)
01/06/2025 → 01/06/2029
Project: Research
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ECO-CATCH: Sustainable fisheries initiative for the Baltic and North Sea (116695)
Melli, V. (Project Coordinator), Kindt-Larsen, L. (PI), M C de Sousa Machado, L. (Contact Person), Grigorov, I. (Contact Person), Glemarec, G. (PI), Karlsen, J. D. (PI), Krag, L. A. (PI), Thilakarathna, M. W. S. N. (PhD Student), Abangan, A. (Project Participant), Avsar, E. (Project Participant) & Abdullah, M. (Project Participant)
01/06/2025 → 31/05/2030
Project: Research
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ACCELERATOR: Accelerate a transformation towards a sustainable and value optimized catch and processing of fish caught by bottom trawling (114551)
Karlsen, J. D. (Project Coordinator), Avsar, E. (Project Participant), Thorvaldsen, K. G. (Project Participant), Mariani, P. (Project Participant), Thompson, F. F. (Project Participant), Garmund, R. (Project Participant) & Britsch, E. E. (Project Participant)
01/05/2024 → 05/07/2027
Project: Research
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TEFIMO: Technologies for ecosystem and fisheries monitoring (113630)
Melli, V. (Project Coordinator), Krag, L. A. (PI), Avsar, E. (PI), Storr-Paulsen, M. (PI), Feekings, J. P. (Project Participant), Herrmann, B. (Project Participant), Wieland, K. U. (Project Participant), Lusseau, S. M. (Project Participant), Nielsen, E. E. (Project Participant) & Dinesen, G. E. (Project Participant)
27/10/2023 → 31/01/2027
Project: Research