Stebėti
Vajira Thambawita
Vajira Thambawita
Kiti vardaiV. Thambawita, Vajira Lasantha Bandara Thambawita
Patvirtintas el. paštas simula.no - Pagrindinis puslapis
Pavadinimas
Cituota
Cituota
Metai
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), 283, 2020
3102020
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), 5979, 2022
2652022
Kvasir-Capsule, a video capsule endoscopy dataset
PH Smedsrud, V Thambawita, SA Hicks, H Gjestang, OO Nedrejord, ...
Scientific Data 8 (1), 142, 2021
1272021
Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
D Jha, S Ali, K Emanuelsen, SA Hicks, V Thambawita, E Garcia-Ceja, ...
MultiMedia Modeling: 27th International Conference, MMM 2021, Prague, Czech …, 2021
892021
Impact of image resolution on deep learning performance in endoscopy image classification: An experimental study using a large dataset of endoscopic images
V Thambawita, I Strümke, SA Hicks, P Halvorsen, S Parasa, MA Riegler
Diagnostics 11 (12), 2183, 2021
702021
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), 16770, 2019
652019
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
592020
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), 10949, 2021
562021
SinGAN-Seg: Synthetic training data generation for medical image segmentation
V Thambawita, P Salehi, SA Sheshkal, SA Hicks, HL Hammer, S Parasa, ...
PloS one 17 (5), e0267976, 2022
532022
DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine
V Thambawita, JL Isaksen, SA Hicks, J Ghouse, G Ahlberg, A Linneberg, ...
Scientific reports 11 (1), 21896, 2021
51*2021
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
472020
Overview of the ImageCLEF 2022: Multimedia retrieval in medical, social media and nature applications
B Ionescu, H Müller, R Péteri, J Rückert, AB Abacha, AGS de Herrera, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2022
432022
Overview of ImageCLEF 2023: Multimedia retrieval in medical, socialmedia and recommender systems applications
B Ionescu, H Müller, A Drăgulinescu, W Yim, AB Abacha, N Snider, ...
Experimental IR Meets Multilinguality, Multimodality, and Interaction …, 2023
382023
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
362020
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, ...
Scientific Reports 14 (1), 2032, 2024
352024
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation
R Khadka, D Jha, S Hicks, V Thambawita, MA Riegler, S Ali, P Halvorsen
Computers in Biology and Medicine 143, 105227, 2022
342022
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
332018
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
312021
Divergentnets: Medical image segmentation by network ensemble
V Thambawita, SA Hicks, P Halvorsen, MA Riegler
arXiv preprint arXiv:2107.00283, 2021
302021
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
302020
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