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Vajira Thambawita (PhD)
Vajira Thambawita (PhD)
SimulaMet, Norway
Verified email at simula.no - Homepage
Title
Cited by
Cited by
Year
HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy
H Borgli, V Thambawita, PH Smedsrud, S Hicks, D Jha, SL Eskeland, ...
Scientific data 7 (1), 1-14, 2020
972020
Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
D Jha, S Ali, K Emanuelsen, SA Hicks, V Thambawita, E Garcia-Ceja, ...
International Conference on Multimedia Modeling, 218-229, 2021
332021
Kvasir-Capsule, a video capsule endoscopy dataset
PH Smedsrud, V Thambawita, SA Hicks, H Gjestang, OO Nedrejord, ...
Scientific Data 8 (1), 1-10, 2021
262021
Machine learning-based analysis of sperm videos and participant data for male fertility prediction
SA Hicks, JM Andersen, O Witczak, V Thambawita, P Halvorsen, ...
Scientific reports 9 (1), 1-10, 2019
252019
To use or not to use: Graphics processing units (GPUs) for pattern matching algorithms
V Thambawita, R Ragel, D Elkaduwe
7th International Conference on Information and Automation for …, 2014
242014
An extensive study on cross-dataset bias and evaluation metrics interpretation for machine learning applied to gastrointestinal tract abnormality classification
V Thambawita, D Jha, HL Hammer, HD Johansen, D Johansen, ...
ACM Transactions on Computing for Healthcare 1 (3), 1-29, 2020
232020
The medico-task 2018: Disease detection in the gastrointestinal tract using global features and deep learning
V Thambawita, D Jha, M Riegler, P Halvorsen, HL Hammer, ...
arXiv preprint arXiv:1810.13278, 2018
232018
MedAI: Transparency in Medical Image Segmentation
S Hicks, D Jha, V Thambawita, P Halvorsen, BJ Singstad, S Gaur, ...
Nordic Machine Intelligence 1 (1), 1-4, 2021
202021
Explaining deep neural networks for knowledge discovery in electrocardiogram analysis
SA Hicks, JL Isaksen, V Thambawita, J Ghouse, G Ahlberg, A Linneberg, ...
Scientific reports 11 (1), 1-11, 2021
192021
Real-time detection of events in soccer videos using 3D convolutional neural networks
OAN Rongved, SA Hicks, V Thambawita, HK Stensland, E Zouganeli, ...
2020 IEEE International Symposium on Multimedia (ISM), 135-144, 2020
162020
The EndoTect 2020 challenge: evaluation and comparison of classification, segmentation and inference time for endoscopy
SA Hicks, D Jha, V Thambawita, P Halvorsen, HL Hammer, MA Riegler
International Conference on Pattern Recognition, 263-274, 2021
132021
Divergentnets: Medical image segmentation by network ensemble
V Thambawita, SA Hicks, P Halvorsen, MA Riegler
arXiv preprint arXiv:2107.00283, 2021
112021
On evaluation metrics for medical applications of artificial intelligence
SA Hicks, I Strümke, V Thambawita, M Hammou, MA Riegler, P Halvorsen, ...
Scientific Reports 12 (1), 1-9, 2022
102022
ACM Multimedia BioMedia 2020 Grand Challenge Overview
SA Hicks, V Thambawita, HL Hammer, TB Haugen, JM Andersen, ...
Proceedings of the 28th ACM International Conference on Multimedia, 4655-4658, 2020
102020
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge
S Ali, N Ghatwary, D Jha, E Isik-Polat, G Polat, C Yang, W Li, A Galdran, ...
arXiv preprint arXiv:2202.12031, 2022
92022
Pmdata: a sports logging dataset
V Thambawita, SA Hicks, H Borgli, HK Stensland, D Jha, MK Svensen, ...
Proceedings of the 11th ACM Multimedia Systems Conference, 231-236, 2020
92020
Unsupervised preprocessing to improve generalisation for medical image classification
M Kirkerød, RJ Borgli, V Thambawita, S Hicks, MA Riegler, P Halvorsen
2019 13th International Symposium on Medical Information and Communication …, 2019
92019
Using Preprocessing as a Tool in Medical Image Detection.
M Kirkerød, V Thambawita, M Riegler, P Halvorsen
MediaEval, 2018
82018
A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging
D Jha, S Ali, S Hicks, V Thambawita, H Borgli, PH Smedsrud, T de Lange, ...
Medical image analysis 70, 102007, 2021
72021
Psykose: A motor activity database of patients with schizophrenia
P Jakobsen, E Garcia-Ceja, LA Stabell, KJ Oedegaard, JO Berle, ...
2020 IEEE 33rd International Symposium on Computer-Based Medical Systems …, 2020
72020
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Articles 1–20