By Dr Marzia Hoque Tania

Book Chapters

Kaiser MS; Al Mamun S; Mahmud M; Tania MH, 2021, 'Healthcare Robots to Combat COVID-19', in Lecture Notes on Data Engineering and Communications Technologies, pp. 83 - 97, http://dx.doi.org/10.1007/978-981-15-9682-7_10

Journal articles

Hoque Tania M; Kaiser MS; Abu-Hassan K; Hossain MA, 2023, 'Pathological test type and chemical detection using deep neural networks: a case study using ELISA and LFA assays', Journal of Enterprise Information Management, 36, pp. 790 - 817, http://dx.doi.org/10.1108/JEIM-01-2020-0038

Elhaj H; Achour N; Tania MH; Aciksari K; Hoque Tania M, 2023, 'A comparative study of supervised machine learning approaches to predict patient triage outcomes in hospital emergency departments', Array, 17, pp. 100281, http://dx.doi.org/10.1016/j.array.2023.100281

Khan S; Naeem MK; Tania MH; Refat N; Rahman MA; Patwary M, 2023, 'A modified mental state assessment tool for impact analysis of virtual reality-based therapeutic interventions in patients with cognitive impairment', Digital Health, 9, http://dx.doi.org/10.1177/20552076231203800

Tania MH; Hossain MR; Jahanara N; Andreev I; Clifton DA; Hoque Tania M, 2022, 'Thinking Aloud or Screaming Inside: Exploratory Study of Sentiment Around Work', JMIR Formative Research, 6, pp. e30113, http://dx.doi.org/10.2196/30113

Biswas M; Tania MH; Shamim Kaiser M; Kabir R; Mahmud M; Kemal AA, 2021, 'ACCU³RATE: A mobile health application rating scale based on user reviews', PLoS ONE, 16, http://dx.doi.org/10.1371/journal.pone.0258050

Vogiatzaki M; Zerefos S; Tania MH, 2020, 'Enhancing city sustainability through smart technologies: A framework for automatic pre-emptive action to promote safety and security using lighting and ICT-based surveillance', Sustainability (Switzerland), 12, http://dx.doi.org/10.3390/su12156142

Hoque Tania M; Lwin KT; Shabut AM; Najlah M; Chin J; Hossain MA, 2020, 'Intelligent image-based colourimetric tests using machine learning framework for lateral flow assays', Expert Systems with Applications, 139, http://dx.doi.org/10.1016/j.eswa.2019.112843

Tania MH; Lwin K; Hossain MA, 2019, 'Advances in automated tongue diagnosis techniques.', Integr Med Res, 8, pp. 42 - 56, http://dx.doi.org/10.1016/j.imr.2018.03.001

Shabut AM; Hoque Tania M; Lwin KT; Evans BA; Yusof NA; Abu-Hassan KJ; Hossain MA, 2018, 'An intelligent mobile-enabled expert system for tuberculosis disease diagnosis in real time', Expert Systems with Applications, 114, pp. 65 - 77, http://dx.doi.org/10.1016/j.eswa.2018.07.014

Sherratt F; Welfare K; Hallowell M; Hoque Tania M, 2018, 'Legalized Recreational Marijuana: Safety, Ethical, and Legal Perceptions of the Workforce', Journal of Construction Engineering and Management, 144, http://dx.doi.org/10.1061/(ASCE)CO.1943-7862.0001502

Abuhassan KJ; Bakhori NM; Kusnin N; Azmi UZM; Tania MH; Evans BA; Yusof NA; Hossain MA, 2017, 'Automatic diagnosis of tuberculosis disease based on Plasmonic ELISA and color-based image classification', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 4512 - 4515, http://dx.doi.org/10.1109/EMBC.2017.8037859

Tania MH; Kurny ASW; Gulshan F, 2014, 'The Prospect of Bipinganj Sand in High Tech Applications', Procedia Engineering, 90, pp. 172 - 175, http://dx.doi.org/10.1016/j.proeng.2014.11.832

Conference Papers

Tania MH; Rahman MA; Ahmed KU, 2024, 'Medication Management Application for Directly Observed Treatment of TB Patients', in Proceedings - 6th International Conference on Electrical Engineering and Information and Communication Technology, ICEEICT 2024, pp. 463 - 468, http://dx.doi.org/10.1109/ICEEICT62016.2024.10534459

Chauhan VK; Molaei S; Tania MH; Thakur A; Zhu T; Clifton DA, 2023, 'Adversarial De-confounding in Individualised Treatment Effects Estimation', in Proceedings of Machine Learning Research, Valencia, Spain, pp. 837 - 849, presented at 26th International Conference on Artificial Intelligence and Statistics, Valencia, Spain, 25 April 2023, https://proceedings.mlr.press/v206/chauhan23a.html

Nahiduzzaman M; Kaiser MS; Ahmed MR; Tania MH, 2023, 'An Efficient and Secure Data Deduplication Scheme for Cloud Assisted Storage Systems with Access Control', in Lecture Notes in Networks and Systems, pp. 309 - 319, http://dx.doi.org/10.1007/978-981-19-9483-8_26

Han TA; Pandit D; Joneidy S; Hasan MM; Hossain J; Hoque Tania M; Hossain MA; Nourmohammadi N, 2023, 'An Explainable AI Tool for Operational Risks Evaluation of AI Systems for SMEs', in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, pp. 69 - 74, http://dx.doi.org/10.1109/SKIMA59232.2023.10387301

Tania MH; Clifton DA, 2023, 'Unleashing the Power of Federated Learning in Fragmented Digital Healthcare Systems: A Visionary Perspective', in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, pp. 40 - 44, http://dx.doi.org/10.1109/SKIMA59232.2023.10387304

Hasan MM; Knight P; Tania MH; Bitto AK; Das A; Punja H, 2022, 'A Novel Framework for Co-designing of An Artificial Intelligence Based Television-enabled Application to Address Social Isolation and Alleviating Loneliness for Older People', in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, pp. 42 - 47, http://dx.doi.org/10.1109/SKIMA57145.2022.10029400

Tania MH; Kaiser MS; Shabut AM; Abu-Hassan K; Mahmud M; Hossain MA, 2022, 'iTB-test: An Intelligent Image-enabled Diagnostic System for In Vitro Screening of Infectious Diseases', in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, pp. 1 - 6, http://dx.doi.org/10.1109/SKIMA57145.2022.10029556

Mahmud M; Kaiser MS; Rahman MA; Wadhera T; Brown DJ; Shopland N; Burton A; Hughes-Roberts T; Mamun SA; Ieracitano C; Tania MH; Moni MA; Islam MS; Ray K; Hossain MS, 2022, 'Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 356 - 370, http://dx.doi.org/10.1007/978-3-031-05039-8_26

Zohora MF; Tania MH; Kaiser MS; Mahmud M, 2020, 'Forecasting the Risk of Type II Diabetes using Reinforcement Learning', in 2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020, http://dx.doi.org/10.1109/ICIEVicIVPR48672.2020.9306653

Tania MH; Andreev I; Temdee P, 2020, 'Arts and Science of Digital Mental Health Support', in 2020 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering, ECTI DAMT and NCON 2020, pp. 20 - 23, http://dx.doi.org/10.1109/ECTIDAMTNCON48261.2020.9090741

Temdee P; He CH; Tania MH, 2019, 'Classification of Thai Elderly People Based on Control Ability of Sugar Consumption', in International Symposium on Wireless Personal Multimedia Communications, WPMC, http://dx.doi.org/10.1109/WPMC48795.2019.9096114

Tania MH; Lwin KT; Shabut AM; Abu-Hassan KJ; Kaiser MS; Hossain MA, 2019, 'Assay type detection using advanced machine learning algorithms', in 2019 13th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2019, http://dx.doi.org/10.1109/SKIMA47702.2019.8982449

Tania MH; Lwin KT; Shabut AM; Hossain MA, 2018, 'Clustering and Classification of a Qualitative Colorimetric Test', in Proceedings - 2018 International Conference on Computing, Electronics and Communications Engineering, iCCECE 2018, pp. 7 - 11, http://dx.doi.org/10.1109/iCCECOME.2018.8658480

Hoque Tania M; Lwin KT; Abuhassan K; Bakhori NM; Azmi UZM; Yusof NA; Hossain MA, 2017, 'An automated colourimetric test by computational chromaticity analysis: A case study of tuberculosis test', in Advances in Intelligent Systems and Computing, pp. 313 - 320, http://dx.doi.org/10.1007/978-3-319-60816-7_38

Tania MH; Lwin KT; Hossain MA, 2016, 'Computational complexity of image processing algorithms for an intelligent mobile enabled tongue diagnosis scheme', in SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications, pp. 29 - 36, http://dx.doi.org/10.1109/SKIMA.2016.7916193

Tania MH; Alam MS, 2014, 'Sun tracking schemes for photovoltaic panels', in 2014 3rd International Conference on the Developments in Renewable Energy Technology (ICDRET), IEEE, presented at 2014 3rd International Conference on the Developments in Renewable Energy Technology (ICDRET), 29 May 2014 - 31 May 2014, http://dx.doi.org/10.1109/icdret.2014.6861673

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