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Works (16)

Fusing Data from CT Deep Learning, CT Radiomics and Peripheral Blood Immune profiles to Diagnose Lung Cancer in Symptomatic Patients

2025-01-10 | Preprint
Contributors: Rami Mustapha; Balaji Ganeshan; Sam Ellis; Luigi Dolcetti; Mukunthan Tharmakulasingam; Karen DeSouza; Xiaolan Jiang; Courtney Savage; Sheena Lim; Emily Chan et al.
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TransAMR: An Interpretable Transformer Model for Accurate Prediction of Antimicrobial Resistance Using Antibiotic Administration Data

IEEE Access
2023 | Journal article
Contributors: Mukunthan Tharmakulasingam; Wenwu Wang; Michael Kerby; Roberto La Ragione; Anil Fernando
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An in silico drug repurposing pipeline to identify drugs with the potential to inhibit SARS-CoV-2 replication

Informatics in medicine unlocked
2023-10 | Journal article
Part of ISSN: 2352-9148
Contributors: MacMahon Méabh; Hwang Woochang; Yim Soorin; MacMahon Eoghan; Abraham Alexandre; Barton Justin; Tharmakulasingam Mukunthan; Bilokon Paul; Gaddi Vasanthi Priyadarshini; Han Namshik
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University of Surrey - Research Repository

Corrigendum: VIDIIA Hunter: a low-cost, smartphone connected, artificial intelligence-assisted COVID-19 rapid diagnostic platform approved for medical use in the UK, (Front. Mol. Biosci, (2023), 10, (1144001), 10.3389/fmolb.2023.1144001)

Frontiers in molecular biosciences
2023-10-31 | Journal article | Author
Part of ISSN: 2296-889X
Contributors: A. C. Poirier; Riaño Moreno Ruben D.; Mukunthan Tharmakulasingam; Takaindisa Leona; Carpenter Jessie; Chaudhry Nouman S.; Mehat Jai W.; Craig Williams; Burkhart Peter; Conlon Chris et al.
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University of Surrey - Research Repository

VIDIIA Hunter: a low-cost, smartphone connected, artificial intelligence-assisted COVID-19 rapid diagnostic platform approved for medical use in the UK

2023-09-28 | Journal article | Author
Part of ISSN: 2296-889X
Contributors: A. C. Poirier; Riaño Moreno R D; Takaindisa L; Carpenter J; Mehat J W; Haddon A; Rohaim M A; Williams C; Burkhart P; Conlon C et al.
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University of Surrey - Research Repository

Interpretable Machine Learning Models to Predict Antimicrobial Resistance

2023-06-30 | Dissertation or Thesis
Contributors: Wang Wenwu; Tharmakulasingam Mukunthan
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University of Surrey - Research Repository

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

Environment International
2023-01 | Journal article | Author
Part of ISSN: 0160-4120
Contributors: Gardner Brian; Betson Martha; Mark Chambers; Contadini Francesca M.; Gonzalez Villeta Laura C.; Hassan Marwa M.; Roberto La Ragione; Santorelli Lorenzo A.; Selemetas Nick; Joaquin M Prada et al.
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University of Surrey - Research Repository

Rectified Classifier Chains for Prediction of Antibiotic Resistance From Multi-Labelled Data With Missing Labels

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2023-01-01 | Journal article
Contributors: Mukunthan Tharmakulasingam; Brian Gardner; Roberto La Ragione; Anil Fernando
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Explainable Deep Learning Approach for Multilabel Classification of Antimicrobial Resistance With Missing Labels

IEEE Access
2022 | Journal article
Contributors: Mukunthan Tharmakulasingam; Brian Gardner; Roberto La Ragione; Anil Fernando
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An in silico drug repurposing pipeline to identify drugs with the potential to inhibit SARS-CoV-2 replication

2022-11 | Preprint
Contributors: MacMahon M; Hwang W; Yim S; MacMahon E; Abraham A; Barton J; Tharmakulasingam M; Bilokon P; Gaddi VP; Han N
Source: Self-asserted source
Mukunthan Tharmakulasingam via Europe PubMed Central

An Artificial Intelligence-Assisted Portable Low-Cost Device for the Rapid Detection of SARS-CoV-2

Electronics
2021-08-26 | Journal article
Contributors: Mukunthan Tharmakulasingam; Nouman S. Chaudhry; Manoharanehru Branavan; Wamadeva Balachandran; Aurore C. Poirier; Mohammed A. Rohaim; Muhammad Munir; Roberto M. La Ragione; Anil Fernando
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A blockchain-based database management system

Knowledge Engineering Review
2020 | Journal article
EID:

2-s2.0-85085296810

Part of ISBN:

14698005 02698889

Contributors: Samantha Tharani, J.; Tharmakulasingam, M.; Muthukkumarasamy, V.
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Mukunthan Tharmakulasingam via Scopus - Elsevier
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Backward feature elimination for accurate pathogen recognition using portable electronic nose

Digest of Technical Papers - IEEE International Conference on Consumer Electronics
2020 | Conference paper
EID:

2-s2.0-85082598657

Part of ISBN:

0747668X

Contributors: Tharmakulasingam, M.; Topal, C.; Fernando, A.; Ragione, R.L.
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Mukunthan Tharmakulasingam via Scopus - Elsevier
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Artificial Intelligence-Assisted Loop Mediated Isothermal Amplification (AI-LAMP) for Rapid Detection of SARS-CoV-2

Viruses
2020-09-01 | Journal article
Contributors: Mohammed A. Rohaim; Emily Clayton; Irem Sahin; Julianne Vilela; Manar E. Khalifa; Mohammad Q. Al-Natour; Mahmoud Bayoumi; Aurore C. Poirier; Manoharanehru Branavan; Mukunthan Tharmakulasingam et al.
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Improved pathogen recognition using non-euclidean distance metrics and weighted kNN

ACM International Conference Proceeding Series
2019 | Conference paper
EID:

2-s2.0-85082599381

Contributors: Tharmakulasingam, M.; Topal, C.; Fernando, A.; La Ragione, R.
Source: Self-asserted source
Mukunthan Tharmakulasingam via Scopus - Elsevier
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A Portable Remote Medical Consultation System for the Use of Distant Rural Communities

Rajshahi University Journal of Science and Engineering
2015-12-31 | Journal article
Part of ISSN: 2408-8803
Part of ISSN: 2309-0952
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Mukunthan Tharmakulasingam
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