Nusret Ipek
Nusret Ipek
Ph.D. Student
Ghent University (UGent)
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Nusret Ipek is a PhD student in Bioscience Engineering with a strong background in statistics, data analysis and computer programming. His current research involves automated analysis of caged animal videos and developing algorithms to deduct behavioral knowledge using machine learning.

Interests

  • Computer vision
  • Machine learning
  • High-performance computing
  • Statistical analysis
  • NLP

Education

  • PhD in Bioscience Engineering - Mathematical Modelling, 2021 - Ongoing
    Ghent University (UGent)
  • MSc in Statistics and Data Science, 2021
    KU Leuven
  • BSc in Engineering Management (IE track), 2017
    Arizona State University

Publications

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A deep learning approach to perform defect classification of freeze-dried product

Quentin Herve, Nusret Ipek, Jan Verwaeren, Thomas De Beer
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Automated particle inspection of continuously freeze-dried products using computer vision

Quentin Herve, Nusret Ipek, Jan Verwaeren, Thomas De Beer
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Cage enrichment to minimize aggression in part-time group-housed female breeding rabbits

Liesbeth G. W. Van Damme, Nusret Ipek, Jan Verwaeren, Evelyne Delezie, Frank A. M. Tuyttens
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Quantifying agonistic interactions between group-housed animals to derive social hierarchies using computer vision: a case study with commercially group-housed rabbits

Nusret Ipek, Liesbeth G. W. Van Damme, Frank A. M. Tuyttens, Jan Verwaeren