Vajira Thambawita

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Michael Alexander RieglerSimulaMet, Simula Research Laboratory, Oslo Metropolitan University (OsloMet), University of TromsøVerifisert e-postadresse på simula.no
Pål HalvorsenSimulaMet, Simula Research Laboratory, Oslo Metropolitan University (OsloMet), University of OsloVerifisert e-postadresse på simula.no
Steven HicksSenior Research Scientist at SimulaMetVerifisert e-postadresse på simula.no
Hugo Lewi HammerOslo Metropolitan University, SimulaMet, Oslo University HospitalVerifisert e-postadresse på oslomet.no
Dag JohansenProfessor Informatikk UiT - The Arctic University of NorwayVerifisert e-postadresse på cs.uit.no
Sravanthi Parasa MD FASGEGastroenterology, Swedish Medical Group, SeattleVerifisert e-postadresse på swedish.org
Debesh JhaNorthwestern UniversityVerifisert e-postadresse på northwestern.edu
Inga StrümkeNorwegian University of Science and TechnologyVerifisert e-postadresse på ntnu.no
Thomas de LangeDept of Med. Sahlgrenska Univ. Hosp.,Sahlgrenska Academy GU, Augere MedicalVerifisert e-postadresse på gu.se
Trine B. HaugenOsloMet – Oslo Metropolitan University OsloMetVerifisert e-postadresse på oslomet.no
Mathias LuxAssociate Professor at Alpen-Adria-Universität KlagenfurtVerifisert e-postadresse på itec.uni-klu.ac.at
Hanna BorgliPhD Student at Simula Research Laboratory and the University of OsloVerifisert e-postadresse på simula.no
Jørgen K. KantersAssociate Professor, Dept. of Biomedical Sciences, University of CopenhagenVerifisert e-postadresse på sund.ku.dk
Jonas L IsaksenPostdoc, University of CopenhagenVerifisert e-postadresse på sund.ku.dk
Håkon Kvale StenslandSimula Research Laboratory & University of OsloVerifisert e-postadresse på ifi.uio.no
Pia Helén SmedsrudSimula Research LaboratoryVerifisert e-postadresse på simula.no
Mary M MaleckarSimula Research LaboratoryVerifisert e-postadresse på simula.no
Sharib AliUniversity of Leeds, School of Computer ScienceVerifisert e-postadresse på leeds.ac.uk
Dhammika ElkaduweUniversity of Peradeniya (www.pdn.ac.lk)Verifisert e-postadresse på ce.pdn.ac.lk
Roshan G RagelProfessor, Computer Engineering, University of PeradeniyaVerifisert e-postadresse på eng.pdn.ac.lk

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Vajira Thambawita

Andre navnV. Thambawita, Vajira Lasantha Bandara Thambawita

SimulaMet

Verifisert e-postadresse på simula.no - Startside

GPGPU Parallel Computing Embedded Systems Machine Learning Deep Learning


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
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	550	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	418	2020
Kvasir-Capsule, a video capsule endoscopy dataset PH Smedsrud, V Thambawita, SA Hicks, H Gjestang, OO Nedrejord, ... Scientific Data 8 (1), 142, 2021	197	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	119	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	95	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	87	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	74	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	64	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	58	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	43	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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