Vajira Thambawita

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Coauteurs

Michael Alexander RieglerSimulaMet, Simula Research Laboratory, Oslo Metropolitan University (OsloMet), University of TromsøAdresse e-mail validée de simula.no
Pål HalvorsenSimulaMet, Simula Research Laboratory, Oslo Metropolitan University (OsloMet), University of OsloAdresse e-mail validée de simula.no
Steven HicksSenior Research Scientist at SimulaMetAdresse e-mail validée de simula.no
Hugo Lewi HammerOslo Metropolitan University, SimulaMet, Oslo University HospitalAdresse e-mail validée de oslomet.no
Dag JohansenProfessor Informatikk UiT - The Arctic University of NorwayAdresse e-mail validée de cs.uit.no
Sravanthi Parasa MD FASGEGastroenterology, Swedish Medical Group, SeattleAdresse e-mail validée de swedish.org
Debesh JhaUniversity of South DakotaAdresse e-mail validée de usd.edu
Inga StrümkeNorwegian University of Science and TechnologyAdresse e-mail validée de ntnu.no
Thomas de LangeDept of Med. Sahlgrenska Univ. Hosp.,Sahlgrenska Academy GU, Augere MedicalAdresse e-mail validée de gu.se
Trine B. HaugenOsloMet – Oslo Metropolitan University OsloMetAdresse e-mail validée de oslomet.no
Mathias LuxAssociate Professor at Alpen-Adria-Universität KlagenfurtAdresse e-mail validée de itec.uni-klu.ac.at
Hanna BorgliPhD Student at Simula Research Laboratory and the University of OsloAdresse e-mail validée de simula.no
Jørgen K. KantersAssociate Professor, Dept. of Biomedical Sciences, University of CopenhagenAdresse e-mail validée de sund.ku.dk
Jonas L IsaksenPostdoc, University of CopenhagenAdresse e-mail validée de sund.ku.dk
Håkon Kvale StenslandSimula Research Laboratory & University of OsloAdresse e-mail validée de ifi.uio.no
Pia Helén SmedsrudSimula Research LaboratoryAdresse e-mail validée de simula.no
Mary M MaleckarSimula Research LaboratoryAdresse e-mail validée de simula.no
Sharib AliUniversity of Leeds, School of Computer ScienceAdresse e-mail validée de leeds.ac.uk
Dhammika ElkaduweUniversity of Peradeniya (www.pdn.ac.lk)Adresse e-mail validée de ce.pdn.ac.lk
Roshan G RagelProfessor, Computer Engineering, University of PeradeniyaAdresse e-mail validée de eng.pdn.ac.lk

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Vajira Thambawita

Autres nomsV. Thambawita, Vajira Lasantha Bandara Thambawita

SimulaMet

Adresse e-mail validée de simula.no - Page d'accueil

GPGPU Parallel Computing Embedded Systems Machine Learning Deep Learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	571	2022
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	423	2020
Kvasir-Capsule, a video capsule endoscopy dataset PH Smedsrud, V Thambawita, SA Hicks, H Gjestang, OO Nedrejord, ... Scientific Data 8 (1), 142, 2021	201	2021
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	127	2021
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	122	2021
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	98	2022
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	86	2019
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	84	2021
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	75	2021
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	66	2024
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	61	2020
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	60	2020
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	53	2022
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	50	2022
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	46	2020
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	45	2020
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	42	2023
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	40	2021
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 Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021	38	2021
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	36	2018

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