Publications

Sandipan Roy (2024). Foundations of Statistics for Data Scientists with R and Python. Oxford University Press UK (book review).
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Robert T Olender, Sandipan Roy, Hamish a Jamieson, Sarah N Hilmer, Prasad S Nishtala (2024). Drug Burden Index is a Modifiable Predictor of 30-Day-Hospitalization in Community-Dwelling Older Adults with Complex Care Needs: Machine Learning Analysis of InterRAI Data. The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences.
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Thomas E Bartlett, Swati Chandna, Sandipan Roy (2023). Stochastic networks theory to model single-cell genomic count data. arXiv preprint arXiv:2303.02498.
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Robert T Olender, Sandipan Roy, Prasad S Nishtala (2023). Application of machine learning approaches in predicting clinical outcomes in older adults--a systematic review and meta-analysis. BMC geriatrics.
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Tichawona Chinzowu, Te-Yuan Chyou, Sandipan Roy, Hamish Jamieson, Prasad S Nishtala (2023). Antibiotic utilisation and the impact of antimicrobial resistance action plan on prescribing among older adults in New Zealand between 2005 and 2019. medRxiv.
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Prasad Nishtala, N Mchugh, W Tillett, S Skeoch, J Humphreys, J Pauling, O Isupova, A Mcgrogan, J Snowball, S Roy (2022). POS1411 Artificial Intelligence For Identifying New Disease Clusters In Patients With Psoriatic Arthritis/Psoriasis: A Proof-Of-Concept Study. BMJ Publishing Group Ltd.
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Tichawona Chinzowu, Sandipan Roy, Prasad S Nishtala (2022). Antimicrobial-associated organ injury among the elderly: a systematic review and meta-analysis protocol. BMJ open.
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Tichawona Chinzowu, Sandipan Roy, Prasad S Nishtala (2021). Risk of antimicrobial-associated organ injury among the older adults: a systematic review and meta-analysis. BMC geriatrics.
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Thomas E Bartlett, Peiwen Jia, Swati Chandna, Sandipan Roy (2021). Inference of tissue relative proportions of the breast epithelial cell types luminal progenitor, basal, and luminal mature. Scientific reports.
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Alex Gibberd, Sandipan Roy (2021). Consistent multiple changepoint estimation with fused gaussian graphical models. Annals of the Institute of Statistical Mathematics.
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