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1 – 10 of 253 publications

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1 conference

Towards abdominal 3-D scene rendering from laparoscopy surgical videos using NeRFs

Khoa Tuan Nguyen (UGent) , Francesca Tozzi (UGent) , Nikdokht Rashidian (UGent) , Wouter Willaert (UGent) , Joris Vankerschaver (UGent) and Wesley De Neve (UGent)
  • 2024
  • MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2023, PT I. In Lecture notes in computer science 14348. p.83-93
2 journalArticle

The influence of pH on the efficacy of oxidation-reduction potential (ORP) to predict chlorine disinfection of surrogate bacteria, Escherichia coli O157:H7 and Listeria monocytogenes in oxidant demand free conditions and fresh produce wash water

Kimberly Gongora (UGent) , Joris Vankerschaver (UGent) , Imca Sampers (UGent) and Sam Van Haute (UGent)
  • 2024
  • FOOD MICROBIOLOGY. 121.
3 journalArticle

Assessing the reliability of point mutation as data augmentation for deep learning with genomic data

Hyunjung Lee, Utku Özbulak, Homin Park (UGent) , Stephen Depuydt (UGent) , Wesley De Neve (UGent) and Joris Vankerschaver (UGent)
  • 2024
  • BMC BIOINFORMATICS. 25(1).
4 conference

Towards abdominal 3-D scene rendering from laparoscopy surgical videos using NeRFs

Khoa Tuan Nguyen (UGent) , Francesca Tozzi (UGent) , Nikdokht Rashidian (UGent) , Wouter Willaert (UGent) , Joris Vankerschaver (UGent) and Wesley De Neve (UGent)
  • 2024
  • MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2023, PT I. In Lecture notes in computer science 14348. p.83-93
5 journalArticle

Harnessing the power of tidal flat diatoms to combat climate change

Jihae Park (UGent) , Hojun Lee (UGent) , Jana Asselman (UGent) , Colin Janssen (UGent) , Stephen Depuydt (UGent) , Jonas De Saeger, Thomas Friedl, Koen Sabbe (UGent) , Wim Vyverman (UGent) , Catharina J. M. Philippart, et al.
  • 2024
  • CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY.
6 journalArticle

Assessing the reliability of point mutation as data augmentation for deep learning with genomic data

Hyunjung Lee, Utku Özbulak, Homin Park (UGent) , Stephen Depuydt (UGent) , Wesley De Neve (UGent) and Joris Vankerschaver (UGent)
  • 2024
  • BMC BIOINFORMATICS. 25(1).
7 conference

Leveraging Human-Machine Interactions for Computer Vision Dataset Quality Enhancement

Esla Timothy Anzaku, Hyesoo Hong, Jin-Woo Park, Wonjun Yang, Kangmin Kim, JongBum Won, Deshika Vinoshani Kumari Herath, Arnout Van Messem (UGent) and Wesley De Neve (UGent)
  • 2024
  • INTELLIGENT HUMAN COMPUTER INTERACTION, IHCI 2023, PT I. In Lecture Notes in Computer Science 14531. p.295-309
8 journalArticle

Development of a video-based deep learning model for differentiation of malignant and benign lesions during staging laparoscopy: Is the machine better than the expert?

Francesca Tozzi (UGent) , Seyed Amir Mousavi (UGent) , Matthias Van Liefferinge (UGent) , Dongin Moon, Homin Park (UGent) , Sharareh Fadaei (UGent) , Wim Ceelen (UGent) , Wouter Willaert (UGent) , Wesley De Neve (UGent) and Niki Rashidian (UGent)
  • 2024
  • Journal of Clinical Oncology. 42(16_suppl). p.e13616-e13616
9 journalArticle

CRISPR-Cas-Docker : web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins

Homin Park (UGent) , Jong Bum Won, Yunseol Park (UGent) , Esla Timothy Anzaku (UGent) , Joris Vankerschaver (UGent) , Arnout Van Messem (UGent) , Wesley De Neve (UGent) and Hyunjin Shim
  • 2023
  • BMC BIOINFORMATICS. 24(1).
10 journalArticle

How to make sense of 3D representations for plant phenotyping : a compendium of processing and analysis techniques

Negin Harandi (UGent) , Breght Vandenberghe (UGent) , Joris Vankerschaver (UGent) , Stephen Depuydt (UGent) and Arnout Van Messem (UGent)
  • 2023
  • PLANT METHODS. 19(1).