Gunjan Ansari, Issa Atoum, Chandni Saxena, Shahab Saquib Sohail, Zain Hussain, Aziz Sheikh, Amir Hussain (2026) ATEdrug: A reliable human-in-the-loop annotation scheme for aspect term extraction and polarity detection in drug reviews PLOS One Crossref. (doi: 10.1371/journal.pone.0344296)

Adeel Hussain, Vidya Ramkumar, Adele M. Goman, Mandar Gogate, Kia Dashtipour, Jasper Kirton-Wingate, Zain Hussain, Aziz Sheikh, Michael A. Akeroyd, Amir Hussain (2026) Audio-visual speech-in-noise tests for evaluating speech reception thresholds: A scoping review PLOS One Crossref. (doi: 10.1371/journal.pone.0338600)

Adeel Hussain, Mary Diane Clark, Zain Hussain, Mandar Gogate, Kia Dashtipour, Dominic Ng, Muhammed Shaan Riaz, Adele Goman, Aziz Sheikh, Amir Hussain (2024) Impact of the Covid-19 pandemic on audiology service delivery: Observational study of the role of social media in patient communication PLOS ONE Crossref. (doi: 10.1371/journal.pone.0288223)

Sonia Ben Hassen, Mohamed Neji, Zain Hussain, Amir Hussain, Adel M. Alimi, Mondher Frikha (2024) Deep learning methods for early detection of Alzheimer’s disease using structural MR images: a survey Neurocomputing Crossref. (doi: 10.1016/j.neucom.2024.127325)

Adeel Hussain, Zain Hussain, Mandar Gogate, Kia Dashtipour, Adele Goman, Aziz Sheikh, Amir Hussain (2023) Impact of the Covid-19 Pandemic on Audiology Service Delivery: Observational Study of the Role of Social Media in Patient Communication Crossref. (doi: 10.1101/2023.06.23.23291820)

James B Badenoch et al. (2022) Neurological and psychiatric presentations associated with human monkeypox virus infection: a systematic review and meta-analysis Crossref. (doi: 10.1101/2022.07.03.22277069)

Zain Hussain, Zakariya Sheikh, Ahsen Tahir, Kia Dashtipour, Mandar Gogate, Aziz Sheikh, Amir Hussain (2022) Artificial Intelligence–Enabled Social Media Analysis for Pharmacovigilance of COVID-19 Vaccinations in the United Kingdom: Observational Study JMIR Public Health and Surveillance Crossref. (doi: 10.2196/32543)

Ieracitano, C. et al. (2022) A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images Neurocomputing Scopus - Elsevier. ISSN 18728286 09252312 (doi: 10.1016/j.neucom.2022.01.055)

Badenoch, J.B. et al. (2022) Persistent neuropsychiatric symptoms after COVID-19: a systematic review and meta-analysis Brain Communications Scopus - Elsevier. ISSN 26321297 (doi: 10.1093/braincomms/fcab297)

Zain Hussain, Zakariya Sheikh, Ahsen Tahir, Kia Dashtipour, Mandar Gogate, Aziz Sheikh, Amir Hussain (2021) Artificial Intelligence–Enabled Social Media Analysis for Pharmacovigilance of COVID-19 Vaccinations in the United Kingdom: Observational Study (Preprint) Crossref. (doi: 10.2196/preprints.32543)

Zain Hussain, Dominic Mark Ng, Nouf Alnafisee, Zakariya Sheikh, Nathan Ng, Ateeb Khan, Amir Hussain, Debbie Aitken, Aziz Sheikh (2021) Effectiveness of virtual and augmented reality for improving knowledge and skills in medical students: protocol for a systematic review BMJ Open Crossref. (doi: 10.1136/bmjopen-2020-047004)

Kathrin Cresswell, Ahsen Tahir, Zakariya Sheikh, Zain Hussain, Andrés Domínguez Hernández, Ewen Harrison, Robin Williams, Aziz Sheikh, Amir Hussain (2021) Understanding Public Perceptions of COVID-19 Contact Tracing Apps: Artificial Intelligence–Enabled Social Media Analysis Journal of Medical Internet Research Crossref. (doi: 10.2196/26618)

Amir Hussain, Ahsen Tahir, Zain Hussain, Zakariya Sheikh, Mandar Gogate, Kia Dashtipour, Azhar Ali, Aziz Sheikh (2021) Artificial Intelligence–Enabled Analysis of Public Attitudes on Facebook and Twitter Toward COVID-19 Vaccines in the United Kingdom and the United States: Observational Study Journal of Medical Internet Research Crossref. (doi: 10.2196/26627)

Giuseppe Varone, Zain Hussain, Zakariya Sheikh, Adam Howard, Wadii Boulila, Mufti Mahmud, Newton Howard, Francesco Carlo Morabito, Amir Hussain (2021) Real-Time Artifacts Reduction during TMS-EEG Co-Registration: A Comprehensive Review on Technologies and Procedures Sensors Crossref. (doi: 10.3390/s21020637)

Young, S.L., Ng, N., Yap, N.J., Hussain, Z., Cackett, P.D. (2021) A novel multidisciplinary approach to the management of end-stage macular disease British Journal of Visual Impairment Scopus - Elsevier. ISSN 17445809 02646196 (doi: 10.1177/02646196211032694)

Rogers, J.P. et al. (2021) Neurology and neuropsychiatry of COVID-19: A systematic review and meta-analysis of the early literature reveals frequent CNS manifestations and key emerging narratives Journal of Neurology, Neurosurgery and Psychiatry Scopus - Elsevier. ISSN 1468330X 00223050 (doi: 10.1136/jnnp-2021-326405)

Kathrin Cresswell, Ahsen Tahir, Zakariya Sheikh, Zain Hussain, Andrés Domínguez Hernández, Ewen Harrison, Robin Williams, Aziz Sheikh, Amir Hussain (2020) Understanding Public Perceptions of COVID-19 Contact Tracing Apps: Artificial Intelligence–Enabled Social Media Analysis (Preprint) Crossref. (doi: 10.2196/preprints.26618)

Amir Hussain, Ahsen Tahir, Zain Hussain, Zakariya Sheikh, Mandar Gogate, Kia Dashtipour, Azhar Ali, Aziz Sheikh (2020) Artificial Intelligence–Enabled Analysis of Public Attitudes on Facebook and Twitter Toward COVID-19 Vaccines in the United Kingdom and the United States: Observational Study (Preprint) Crossref. (doi: 10.2196/preprints.26627)

Amir Hussain, Ahsen Tahir, Zain Hussain, Zakariya Sheikh, Mandar Gogate, Kia Dashtipour, Azhar Ali, Aziz Sheikh (2020) Artificial intelligence-enabled analysis of UK and US public attitudes on Facebook and Twitter towards COVID-19 vaccinations Crossref. (doi: 10.1101/2020.12.08.20246231)

Jinchang Ren et al. (2020) A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19 IEEE Journal of Biomedical and Health Informatics Crossref. (doi: 10.1109/JBHI.2020.3027987)

James Andrew Smith, Roxanna E Abhari, Zain Hussain, Carl Heneghan, Gary S Collins, Andrew J Carr (2020) Industry ties and evidence in public comments on the FDA framework for modifications to artificial intelligence/machine learning-based medical devices: a cross sectional study BMJ Open Crossref. (doi: 10.1136/bmjopen-2020-039969)

(2020) Predicting the risk of asthma attacks in children, adolescents and adults: protocol for a machine learning algorithm derived from a primary care-based retrospective cohort. BMJ open Zain Hussain. (doi: 10.1136/bmjopen-2019-036099)

(2019) Financial interests and evidence in public comments on the FDA framework for modifications to artificial intelligence/machine learning-based medical devices medRxiv 2019.12.11.19013953 Zain Hussain. (doi: 10.1101/2019.12.11.19013953)

Rogers, J.P. et al. (2021) The neurology and neuropsychiatry of COVID-19: A systematic review and meta-analysis of the early literature reveals frequent CNS manifestations and key emerging narratives medRxiv Scopus - Elsevier. (doi: 10.1101/2021.02.24.21252335)

Hussain, Z.U., Comerford, R., Comerford, F., Ng, N., Ng, D., Khan, A., Lees, C., Hussain, A. (2020) A Comparison of Machine Learning Approaches for Predicting the Progression of Crohn's Disease 2020 IEEE Student Conference on Research and Development, SCOReD 2020 Scopus - Elsevier. (doi: 10.1109/SCOReD50371.2020.9251019)

Ali, L. et al. (2017) Machine learning based computer-aided diagnosis of liver tumours Proceedings of 2017 IEEE 16th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2017 Scopus - Elsevier. (doi: 10.1109/ICCI-CC.2017.8109742)

(2019) Exploring the use of deep learning on multi-modal sensor data for monitoring human activity: an application in remote elderly care Research Symposium for Medical Students & Foundation Doctors, Royal College of Physicians of Edinburgh (RCPE) Zain Hussain. (doi: 10.13140/RG.2.2.26308.65925)

Ali, L., Hussain, A., Li, J., Howard, N., Shah, A.A., Sudhakar, U., Shah, M.A., Hussain, Z.U. (2016) A novel fully automated liver and HCC tumor segmentation system using morphological operations Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Scopus - Elsevier. (doi: 10.1007/978-3-319-49685-6_22)