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Mukunthan Tharmakulasingam
Mukunthan Tharmakulasingam
Electrical and Electronic Engineering, Faculty of Engineering, University of Jaffna
在 eng.jfn.ac.lk 的电子邮件经过验证
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Artificial intelligence-assisted loop mediated isothermal amplification (AI-LAMP) for rapid detection of SARS-CoV-2
MA Rohaim, E Clayton, I Sahin, J Vilela, ME Khalifa, MQ Al-Natour, ...
Viruses 12 (9), 972, 2020
61*2020
Mapping the evidence of the effects of environmental factors on the prevalence of antibiotic resistance in the non-built environment: protocol for a systematic evidence map
B Gardner, M Betson, AC Rosel, M Caniça, MA Chambers, FM Contadini, ...
Environment International 171, 107707, 2023
112023
Backward feature elimination for accurate pathogen recognition using portable electronic nose
M Tharmakulasingam, C Topal, A Fernando, R La Ragione
2020 IEEE International Conference on Consumer Electronics (ICCE), 1-5, 2020
112020
Rectified classifier chains for prediction of antibiotic resistance from multi-labelled data with missing labels
M Tharmakulasingam, B Gardner, R La Ragione, A Fernando
IEEE/ACM transactions on computational biology and bioinformatics 20 (1 …, 2022
92022
An artificial intelligence-assisted portable low-cost device for the rapid detection of SARS-CoV-2
M Tharmakulasingam, NS Chaudhry, M Branavan, W Balachandran, ...
Electronics 10 (17), 2065, 2021
92021
A blockchain-based database management system
JS Tharani, M Tharmakulasingam, V Muthukkumarasamy
The Knowledge Engineering Review 35 (e20), 2020
82020
Improved pathogen recognition using non-euclidean distance metrics andweighted KNN
M Tharmakulasingam, C Topal, A Fernando, R La Ragione
Proceedings of the 2019 6th International Conference on Biomedical and …, 2019
82019
TransAMR: an interpretable transformer model for accurate prediction of antimicrobial resistance using antibiotic administration data
M Tharmakulasingam, W Wang, M Kerby, R La Ragione, A Fernando
IEEE access, 2023
62023
Explainable deep learning approach for multilabel classification of antimicrobial resistance with missing labels
M Tharmakulasingam, B Gardner, R La Ragione, A Fernando
IEEE Access 10, 113073-113085, 2022
52022
VIDIIA Hunter: a low-cost, smartphone connected, artificial intelligence-assisted COVID-19 rapid diagnostic platform approved for medical use in the UK
AC Poirier, RD Riaño Moreno, L Takaindisa, J Carpenter, JW Mehat, ...
Frontiers in molecular biosciences 10, 1144001, 2023
42023
A Portable remote medical consultation system for the use of distant rural communities
SP Kumarawadu, ND Nanayakkara, B Thavaneswaran, ...
Rajshahi University Journal of Science and Engineering 43, 81-87, 2015
32015
An in silico drug repurposing pipeline to identify drugs with the potential to inhibit SARS-CoV-2 replication
M MacMahon, W Hwang, S Yim, E MacMahon, A Abraham, J Barton, ...
Informatics in Medicine Unlocked 43, 101387, 2023
2*2023
Fusing Data from CT Deep Learning, CT Radiomics and Peripheral Blood Immune profiles to Diagnose Lung Cancer in Symptomatic Patients
R Mustapha, B Ganeshan, S Ellis, L Dolcetti, M Tharmakulasingam, ...
medRxiv, 2025.01. 10.24319412, 2025
2025
NB-AirStream: Advancing Air Quality Monitoring with LoRa and NB-IoT Integration
R Yesindan, S Sangiya, R Valluvan, T Mukunthan, K Ahilan, M Pravina
2024 IEEE International Conference on Electronics, Computing and …, 2024
2024
Deep Learning Models for Automatic Diabetic Retinopathy Diagnosis
N Rajendran, M Tharmakulasingam
International Conference on Engineering, University of Jaffna, 2024
2024
Biomarker Identification for Enhanced Machine Learning-based Diabetes Prediction
K Hapuhinna, D Wickramasinghe, M Tharmakulasingam
International Conference on Engineering, University of Jaffna, 2024
2024
Design and Implementation of an Intelligent Virtual Personal Assistant (IVPA) for Enhanced User Interaction and Task Automation
MA MI, FM Musharrif, M Tharmakulasingam, W Prabhashana
International Conference on Engineering, University of Jaffna, 2024
2024
Interpretable machine learning models to predict antimicrobial resistance
M Tharmakulasingam
University of Surrey, 2023
2023
Blockchain based Database Management System for IoT Applications Connected with Cloud
M Tharmakulasingam, S Jeyakumar, V Muthukkumarasamy
The 3rd Symposium on Distributed Ledger Technology, Griffith University 3 …, 2018
2018
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