Boniface MJ - Search Results

1

Using explainable machine learning to identify patients at risk of reattendance at discharge from emergency departments.

Chmiel FP, Burns DK, Azor M, Borca F, Boniface MJ, Zlatev ZD, White NM, Daniels TWV, Kiuber M. Chmiel FP, et al. Among authors: boniface mj. Sci Rep. 2021 Nov 2;11(1):21513. doi: 10.1038/s41598-021-00937-9. Sci Rep. 2021. PMID: 34728706 Free PMC article.

2

Using explainable machine learning to characterise data drift and detect emergent health risks for emergency department admissions during COVID-19.

Duckworth C, Chmiel FP, Burns DK, Zlatev ZD, White NM, Daniels TWV, Kiuber M, Boniface MJ. Duckworth C, et al. Among authors: boniface mj. Sci Rep. 2021 Nov 26;11(1):23017. doi: 10.1038/s41598-021-02481-y. Sci Rep. 2021. PMID: 34837021 Free PMC article.

3

Prediction of Chronic Obstructive Pulmonary Disease Exacerbation Events by Using Patient Self-reported Data in a Digital Health App: Statistical Evaluation and Machine Learning Approach.

Chmiel FP, Burns DK, Pickering JB, Blythin A, Wilkinson TM, Boniface MJ. Chmiel FP, et al. Among authors: boniface mj. JMIR Med Inform. 2022 Mar 21;10(3):e26499. doi: 10.2196/26499. JMIR Med Inform. 2022. PMID: 35311685 Free PMC article.

4

COVID-19 Oximetry @home: evaluation of patient outcomes.

Boniface M, Burns D, Duckworth C, Ahmed M, Duruiheoma F, Armitage H, Ratcliffe N, Duffy J, O'Keeffe C, Inada-Kim M. Boniface M, et al. BMJ Open Qual. 2022 Mar;11(1):e001584. doi: 10.1136/bmjoq-2021-001584. BMJ Open Qual. 2022. PMID: 35347065 Free PMC article.

5

Early-onset burdensome multimorbidity: an exploratory analysis of sentinel conditions, condition accrual sequence and duration of three long-term conditions using the 1970 British Cohort Study.

Stannard S, Holland E, Crozier SR, Hoyle R, Boniface M, Ahmed M, McMahon J, Ware W, Zlatev Z, Alwan NA, Fraser SD. Stannard S, et al. BMJ Open. 2022 Oct 10;12(10):e059587. doi: 10.1136/bmjopen-2021-059587. BMJ Open. 2022. PMID: 36216416 Free PMC article.

6

Eliciting and prioritising determinants of improved care in multimorbidity: A modified online Delphi study.

Simpson G, Stuart B, Hijryana M, Akyea RK, Stokes J, Gibson J, Jones K, Morrison L, Santer M, Boniface M, Zlatev Z, Farmer A, Dambha-Miller H. Simpson G, et al. J Multimorb Comorb. 2023 Sep 5;13:26335565231194552. doi: 10.1177/26335565231194552. eCollection 2023 Jan-Dec. J Multimorb Comorb. 2023. PMID: 37692105 Free PMC article.

7

Cohort profile: creation of the SAIL MELD-B e-cohort (SMC) and SAIL MELD-B children and young adult e-cohort (SMYC) to investigate the lived experience of the 'burdensomeness' of multimorbidity.

Chiovoloni R, Dylag JJ, Alwan NA, Berrington A, Boniface M, Fair N, Holland E, Hoyle R, Shiranirad M, Stannard S, Zlatev Z, Owen RK, Fraser S, Akbari A. Chiovoloni R, et al. BMJ Open. 2025 Jan 7;15(1):e087946. doi: 10.1136/bmjopen-2024-087946. BMJ Open. 2025. PMID: 39773797 Free article.

8

Explainable Machine Learning for Real-Time Hypoglycemia and Hyperglycemia Prediction and Personalized Control Recommendations.

Duckworth C, Guy MJ, Kumaran A, O'Kane AA, Ayobi A, Chapman A, Marshall P, Boniface M. Duckworth C, et al. Among authors: boniface m. J Diabetes Sci Technol. 2024 Jan;18(1):113-123. doi: 10.1177/19322968221103561. Epub 2022 Jun 13. J Diabetes Sci Technol. 2024. PMID: 35695284 Free PMC article.

9

Development and Validation of Population Clusters for Integrating Health and Social Care: Protocol for a Mixed Methods Study in Multiple Long-Term Conditions (Cluster-Artificial Intelligence for Multiple Long-Term Conditions).

Dambha-Miller H, Simpson G, Akyea RK, Hounkpatin H, Morrison L, Gibson J, Stokes J, Islam N, Chapman A, Stuart B, Zaccardi F, Zlatev Z, Jones K, Roderick P, Boniface M, Santer M, Farmer A. Dambha-Miller H, et al. JMIR Res Protoc. 2022 Jun 16;11(6):e34405. doi: 10.2196/34405. JMIR Res Protoc. 2022. PMID: 35708751 Free PMC article.

10

Characterising user engagement with mHealth for chronic disease self-management and impact on machine learning performance.

Duckworth C, Cliffe B, Pickering B, Ainsworth B, Blythin A, Kirk A, Wilkinson TMA, Boniface MJ. Duckworth C, et al. Among authors: boniface mj. NPJ Digit Med. 2024 Mar 12;7(1):66. doi: 10.1038/s41746-024-01063-2. NPJ Digit Med. 2024. PMID: 38472270 Free PMC article.

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