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Department of Computer Science

Gozde Gunesli

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I am currently a postgraduate research student in the Tissue Image Analytics (TIA) Center at the University of Warwick. I am studying for my Ph.D. degree under the supervision of Prof.Nasir Rajpoot and Dr.Shan Raza. My main research interests ​remain in the fields of ​machine learning, deep learning, ​computer vision​, and ​their applications for ​Computational Pathology.

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Education

  • PhD in Computer Science, University of Warwick, UK (2020 - present)
  • MSc in Computer Science, Bilkent University (2017-2019)
  • BSc in Computer Science, Bilkent University (2013-2017)

Publications

  • Gunesli, G. N., Bilal, M., Raza, S. E. A., & Rajpoot, N. M. (2023). A Federated Learning Approach to Tumor Detection in Colon Histology Images. Journal of Medical Systems, 47(1), 99.
  • Gunesli, G. N., Jewsbury, R., Raza, S. E. A., & Rajpoot, N. M. (2022, September). Morph-Net: End-to-End Prediction of Nuclear Morphological Features from Histology Images. In International Workshop on Medical Optical Imaging and Virtual Microscopy Image Analysis (pp. 136-144). Cham: Springer Nature Switzerland.
  • Gunesli, G. N., Sokmensuer, C., & Gunduz-Demir, C. (2020). AttentionBoost: Learning what to attend for gland segmentation in histopathological images by boosting fully convolutional networks. IEEE Transactions on Medical Imaging, 39(12), 4262-4273.
  • Koyuncu, C. F., Gunesli, G. N., Cetin-Atalay, R., & Gunduz-Demir, C. (2020). DeepDistance: a multi-task deep regression model for cell detection in inverted microscopy images. Medical Image Analysis, 63, 101720.
  • Güneşli, G. N. (2019). Boosting fully convolutional networks for gland instance segmentation in histopathological images (Dissertation, Bilkent University (Turkey)).

Honours and Awards

  • Fully funded studentship for MRes & PhD studies (University of Warwick & GlaxoSmithKline)
  • Fully funded studentship for MSc studies (University of Bilkent)
  • Comprehensive Scholarship for BSc studies (University of Bilkent)

Teaching Experience

  • Senior Graduate Teaching Assistant, University of Warwick (Sep 2020 - Present )

    • CS430/CS910 Foundations of Data Analytics (21/22-Term 1)

    • CS126 Design of Information Structures (20/21-Term 2, 21/22-Term 2, 22/23-Term 2)

    • CS324 Computer Graphics (22/23-Term 1, 23/24-Term 1)

  • Teaching Assistant, Bilkent University (2017-2019) 
    • CS201 Fundamental Structures of Computer Science I (2017-2019) 
    • CS102 Algorithms and Programming II (Fall 2019):
    • GE301 Science Technology and Society (Spring 2019)​
  • Undergraduate Teaching Assistant, Bilkent University (2013-2016) 
    • CS224 Computer Organization (Fall 2014 – Spring 2016 )
    • CS101 Algorithms and Programming I​ ​(Spring 2014)