Projects per year
Personal profile
Biography
Career History
- Associate Professor in Medical Statistics, Norwich Medical School, University of East Anglia, UK (2021 - current).
- Senior Lecturer in Medical Statistics, Norwich Medical School, University of East Anglia, UK (2016 - 2021).
- Senior Lecturer in Applied Statistics and Clinical Epidemiology, University College London (UCL), UK (2015 –2016).
- Lecturer in Biostatistics, Department of Biostatistics, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, UK (2009 – 2015).
- Research Fellow in Statistical Bioinformatics and Biostatistics, Division of Infection & Pathway Medicine, University of Edinburgh Medical School, Edinburgh, UK (2006 – 2009).
- Teaching Assistant (part time, during PhD studies), School of Mathematics, University Of Edinburgh, Edinburgh (2004 – 2006).
- Lecturer in Statistics, Department of Statistics, University of Dhaka (2000 – 2003).
- Lecturer in Applied Statistics, Institute of Statistical Research and Training, University of Dhaka (1999 – 2000).
Key Research Interests
Main research interests include:
- Applied and methodological statistical research to improve health and health care system,
- Health Informatics - Statistical and Machine Learning methods for analysing high dimensional data, particularly those arising from electronic health records, modern bioinformatics, genomics and high resolution imaging technologies,
- Dynamic predictions using joint models and landmark approach with particular focus on risk prediction for dementia,
- Analysis and modelling of longitudinal data with nonlinear trajectory profiles including neuropsychological test scores measuring cognitive decline in dementia,
- Statistical design and analysis of randomised controlled and cluster randomised trials,
- Growth mixture models and latent class growth analysis,
- Regularised regressions and latent variable models with various penalisation techniques including LASSO, HyperLASSO and Elastic Net.
Education
- PhD in Statistics (Statistical methods for microarray gene expression data) at School of Mathematics, University of Edinburgh and Biomathematics & Statistics Scotland, Edinburgh, UK (2007).
- MSc in Statistics, with specialisation in Biostatistics, Department of Statistics, University of Dhaka (1998).
- BSc (Honours) in Statistics, Department of Statistics, University of Dhaka (1997).
Teaching Qualification
- PGCAPHE (Postgraduate Certificate in Academic Practice in Higher Education), King’s College London, London, UK (2013).
- Fellow of The Higher Education Academy (member since 2013).
Collaborations and top research areas from the last five years
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Social Prescribing for people to Live Enjoyably with Dementia In Daily life
Cross, J., Khondoker, M., Poland, F., Grant, K., Pond, M., Shepstone, L., Swart, A. M. & Birt, L.
National Institute for Health and Care Research
1/12/22 → 30/11/27
Project: Research
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The clinical and cost effectiveness of internet-delivered self-help Acceptance and Commitment Therapy for family carers of people with dementia (iACT4CARERS): A randomised controlled trial with ethnically diverse family carers
Kishita, N., Farquhar, M., Khondoker, M., Hammond, M., Pond, M. & Turner, D.
National Institute for Health and Care Research
1/06/22 → 31/05/26
Project: Research
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The clinical, social and cost effectiveness of a decision support tool to optimise community-based tailored management of sleep (TIMES) for people living with dementia or mild cognitive impairment and sleep disturbance
Killett, A., Broomfield, N., Khondoker, M., Lazar, A., Loke, Y. & Shepstone, L.
National Institute for Health and Care Research
1/02/22 → 31/01/27
Project: Research
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Inflammatory drivers of long-term comorbidity trajectories: an AI investigation of multimorbidity (INFLAIM)
Macgregor, A., Aung, M. H., Bagnall, T., Fox, C., Khondoker, M., Kulinskaya, E., Moulton, V., Shepstone, L., Zhao, W., Bakbergenuly, I. & Dainty, J.
National Institute for Health and Care Research
4/01/21 → 31/12/21
Project: Research
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Data-driven assessment of driving behaviour in cognitive vulnerable elderly
Hornberger, M., Aung, M. H., Khondoker, M. & Jeffs, S.
28/06/20 → 31/12/22
Project: Research
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Borrowing strength from clinical trials in analysing longitudinal data from a treated cohort: Investigating the effectiveness of acetylcholinesterase inhibitors in the management of dementia
Knight, R., Stewart, R., Khondoker, M. & Landau, S., Jun 2023, In: International Journal of Epidemiology. 52, 3, p. 827–836 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Defining severity of personality disorder using electronic health records: short report
Monk-Cunliffe, J., Kadra-Scalzo, G., Finamore, C., Dale, O., Khondoker, M., Barrett, B., Shetty, H., Hayes, R. D. & Moran, P., Sep 2023, In: BJPsych Open. 9, 5, e137.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Ethnic inequalities in involuntary admission under the Mental Health Act: An exploration of mediation effects of clinical care prior to the first admission
Fonseca de Freitas, D., Walker, S., Nyikavaranda, P., Downs, J., Patel, R., Khondoker, M., Bhui, K. & Hayes, R. D., Jan 2023, In: The British Journal of Psychiatry. 222, 1, p. 27-36 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)13 Downloads (Pure) -
Factors affecting the quality of life of family carers of people with dementia: the role of carer anxiety
Contreras, M., Khondoker, M., Mioshi, E. & Kishita, N., Mar 2023, In: Psychology, Health & Medicine. 28, 4, p. 843-853 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
Most common refusals of personal care in advanced dementia: Psychometric properties of the Refusal of Care Informant Scale (RoCIS)
Backhouse, T., Khondoker, M., Killett, A. & Mioshi, E., Oct 2023, In: The Gerontologist. 63, 8, p. 1330–1340 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure)
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The Lancet Infectious Diseases (Journal)
Md Khondoker (Peer reviewer)
2021 → …Activity: Editorial work › Publication peer-review
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Statistical Methods in Medical Research (Journal)
Md Khondoker (Associate Editor)
2021 → …Activity: Editorial work › Publication editorial role
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Journal of Alzheimer's Disease (Journal)
Md Khondoker (Peer reviewer)
2017 → …Activity: Editorial work › Publication peer-review
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Journal of Alzheimer's Disease (Journal)
Md Khondoker (Associate Editor)
2015 → 2017Activity: Editorial work › Publication editorial role