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31 – 40 of 253 publications

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31 conference

Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis

Hanul Kang, Homin Park (UGent) , Yuju Ahn, Arnout Van Messem (UGent) and Wesley De Neve (UGent)
  • 2021
  • MEDICAL IMAGING 2021 : IMAGE PERCEPTION, OBSERVER PERFORMANCE, AND TECHNOLOGY ASSESSMENT. In Proceedings of SPIE 11599.
32 conference

Automatic detection of Trypanosomosis in thick blood smears using image pre-processing and deep learning

Taewoo Jung, Esla Timothy Anzaku (UGent) , Utku Özbulak, Stefan Magez (UGent) , Arnout Van Messem (UGent) and Wesley De Neve (UGent)
  • 2021
  • Intelligent Human Computer Interaction 12th International Conference, IHCI 2020. In Lecture Notes in Computer Science 12616. p.254-266
33 journalArticle

Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems

Utku Özbulak, Baptist Vandersmissen, Azarakhsh Jalalvand (UGent) , Ivo Couckuyt (UGent) , Arnout Van Messem (UGent) and Wesley De Neve (UGent)
  • 2021
  • COMPUTER VISION AND IMAGE UNDERSTANDING. 202.
34 conference

Translation initiation site prediction using deep learning and synthetic datasets

Yunseol Park, Espoir Kabanga (UGent) , Jasper Zuallaert (UGent) , Hyunjin Shim (UGent) , Arnout Van Messem (UGent) and Wesley De Neve (UGent)
  • 2021
  • ISMB/ECCB 2021, Abstracts.
35 conference

Developing a segmentation model for microscopic images of microplastics isolated from clams

Ji Yeon Baek, Maria Krishna de Guzman (UGent) , Homin Park (UGent) , Sanghyeon Park, Boyeon Shin, Tanja Cirkovic Velickovic (UGent) , Arnout Van Messem (UGent) and Wesley De Neve (UGent)
  • 2021
  • Pattern recognition, ICPR international workshops and challenges, Proceedings, Part VI. In Lecture Notes in Computer Science 12666. p.86-97
36 conference

3-D deep learning-based item classification for belt conveyors targeting packaging and logistics

Homin Park (UGent) , Byungkon Kang, Arnout Van Messem (UGent) and Wesley De Neve (UGent)
  • 2021
  • Pattern recognition, ICPR international workshops and challenges, Proceedings, Part VI. In Lecture Notes in Computer Science 12666. p.578-591
37 conference

Selection of source images heavily influences the effectiveness of adversarial attacks

Utku Özbulak, Esla Timothy Anzaku, Wesley De Neve (UGent) and Arnout Van Messem (UGent)
  • 2021
  • BMVC, the 32nd British Machine Vision Conference, Proceedings.
38 conference

Evaluating adversarial attacks on ImageNet : a reality check on misclassification classes

Utku Özbulak, Maura Pintor, Arnout Van Messem (UGent) and Wesley De Neve (UGent)
  • 2021
  • NeurIPS 2021 : workshop : ImageNet : past, present, and future, Proceedings.
39 journalArticle

Massively parallel interrogation of protein fragment secretability using SECRiFY reveals features influencing secretory system transit

Morgane Boone (UGent) , Pathmanaban Ramasamy (UGent) , Jasper Zuallaert (UGent) , Robbin Bouwmeester (UGent) , Berre Van Moer (UGent) , Davy Maddelein (UGent) , Demet Turan (UGent) , Niels Hulstaert (UGent) , Hannah Eeckhaut (UGent) , Elien Vandermarliere
  • 2021
  • NATURE COMMUNICATIONS. 12(1).
40 journalArticle

Conditions for the validity of Michaelis-Menten approximation of some complex enzyme kinetic mechanisms

Shodhan Rao (UGent) and Philippe Heynderickx (UGent)
  • 2021
  • BIOCHEMICAL ENGINEERING JOURNAL. 171.