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Rainfall Prediction: A Comparative Analysis of Modern Machine Learning Algorithms for Time-Series Forecasting (2021)
Journal Article
Barrera Animas, A., Oladayo Oyedele, L., Bilal, M., Dolapo Akinosho, T., Davila Delgado, J. M., & Adewale Akanbi, L. (2022). Rainfall Prediction: A Comparative Analysis of Modern Machine Learning Algorithms for Time-Series Forecasting. Machine Learning with Applications, 7, Article 100204. https://doi.org/10.1016/j.mlwa.2021.100204

Rainfall forecasting has gained utmost research relevance in recent times due to its complexities and persistent applications such as flood forecasting and monitoring of pollutant concentration levels, among others. Existing models use complex statis... Read More about Rainfall Prediction: A Comparative Analysis of Modern Machine Learning Algorithms for Time-Series Forecasting.

Patient perceptions of physical activity after a diagnosis of giant cell arteritis: Analysis of multinational qualitative data (2021)
Journal Article
Austin, K., Dures, E., Almeida, C., Cramp, F., Guly, C. M., Hill, C. L., …Robson, J. C. (2022). Patient perceptions of physical activity after a diagnosis of giant cell arteritis: Analysis of multinational qualitative data. Arthritis Care and Research, 74(1), 99-106. https://doi.org/10.1002/acr.24800

Objective: To explore patient perceptions of physical activity in giant cell arteritis (GCA). Methods: This was a multinational qualitative study, analyzing interview data collected from participants from the UK (n=25) and Australia (n=11) with a def... Read More about Patient perceptions of physical activity after a diagnosis of giant cell arteritis: Analysis of multinational qualitative data.

Patient perceptions of health-related quality of life in giant cell arteritis: International development of a disease-specific patient-reported outcome measure (2021)
Journal Article
Robson, J. C., Almeida, C., Dawson, J., Bromhead, A., Dures, E., Guly, C., …Hill, C. (2021). Patient perceptions of health-related quality of life in giant cell arteritis: International development of a disease-specific patient-reported outcome measure. Rheumatology, 60(10), 4671-4680. https://doi.org/10.1093/rheumatology/keab076

Objectives: GCA is a large vessel vasculitis (LVV) presenting with headache, jaw claudication, musculoskeletal and visual involvement. Current treatment is glucocorticoids and anti-IL-6 tocilizumab in refractory disease. The objective of this study w... Read More about Patient perceptions of health-related quality of life in giant cell arteritis: International development of a disease-specific patient-reported outcome measure.