Developing an Explainable Machine Learning-Based Personalised Dementia Risk Prediction Model: A Transfer Learning Approach With Ensemble Learning Algorithms
Danso, Samuel O., Zeng, Zhanhang, Muniz-Terrera, Graciela, Ritchie, Craig W.
Published in Frontiers in big data (26.05.2021)
Published in Frontiers in big data (26.05.2021)
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Journal Article
Population cause of death estimation using verbal autopsy methods in large-scale field trials of maternal and child health: lessons learned from a 20-year research collaboration in Central Ghana
Danso, Samuel O, Manu, Alexander, Fenty, Justin, Amanga-Etego, Seeba, Avan, Bilal Iqbal, Newton, Sam, Soremekun, Seyi, Kirkwood, Betty
Published in Emerging themes in epidemiology (16.02.2023)
Published in Emerging themes in epidemiology (16.02.2023)
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Journal Article
Predictive models for mild cognitive impairment to Alzheimer's disease conversion
Skolariki, Konstantina, Terrera, Graciella, Danso, Samuel
Published in Neural regeneration research (01.09.2021)
Published in Neural regeneration research (01.09.2021)
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Journal Article
Development and validation of a machine learning-supported strategy of patient selection for osteoarthritis clinical trials: the IMI-APPROACH study
Widera, Paweł, Welsing, Paco M J, Danso, Samuel O, Peelen, Sjaak, Kloppenburg, Margreet, Loef, Marieke, Marijnissen, Anne C, van Helvoort, Eefje M, Blanco, Francisco J, Magalhães, Joana, Berenbaum, Francis, Haugen, Ida K, Bay-Jensen, Anne-Christine, Mobasheri, Ali, Ladel, Christoph, Loughlin, John, Lafeber, Floris P J G, Lalande, Agnès, Larkin, Jonathan, Weinans, Harrie, Bacardit, Jaume
Published in Osteoarthritis and cartilage open (01.12.2023)
Published in Osteoarthritis and cartilage open (01.12.2023)
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Journal Article
Statistical methods for dementia risk prediction and recommendations for future work: A systematic review
Goerdten, Jantje, Čukić, Iva, Danso, Samuel O., Carrière, Isabelle, Muniz-Terrera, Graciela
Published in Alzheimer's & dementia : translational research & clinical interventions (2019)
Published in Alzheimer's & dementia : translational research & clinical interventions (2019)
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Journal Article
Application of Big Data and Artificial Intelligence technologies to dementia prevention research: an opportunity for low-and-middle-income countries
Danso, Samuel O, Muniz-Terrera, Graciela, Luz, Saturnino, Ritchie, Craig
Published in Journal of global health (01.12.2019)
Published in Journal of global health (01.12.2019)
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Journal Article
The PREVENT dementia programme: baseline demographic, lifestyle, imaging and cognitive data from a midlife cohort study investigating risk factors for dementia
Ritchie, Craig W, Bridgeman, Katie, Gregory, Sarah, O'Brien, John T, Danso, Samuel O, Dounavi, Maria-Eleni, Carriere, Isabelle, Driscoll, David, Hillary, Robert, Koychev, Ivan, Lawlor, Brian, Naci, Lorina, Su, Li, Low, Audrey, Mak, Elijah, Malhotra, Paresh, Manson, Jean, Marioni, Riccardo, Murphy, Lee, Ntailianis, Georgios, Stewart, William, Muniz-Terrera, Graciela, Ritchie, Karen
Published in Brain communications (2024)
Published in Brain communications (2024)
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Journal Article
Tackling dementia globally: the Global Dementia Prevention Program (GloDePP) collaboration
Chan, Kit Yee, Adeloye, Davies, Asante, Kwaku Poku, Calia, Clara, Campbell, Harry, Danso, Samuel O, Juvekar, Sanjay, Luz, Saturnino, Mohan, Devi, Muniz-Terrera, Graciela, Nitrini, Ricardo, Noroozian, Maryam, Nulkar, Amit, Nyame, Solomon, Paralikar, Vasudeo, Parra Rodriguez, Mario A, Poon, Adrienne N, Reidpath, Daniel D, Rudan, Igor, Stephan, Blossom Cm, Su, TinTin, Wang, Huali, Watermeyer, Tam, Wilkinson, Heather, Yassuda, Monica Sanches, Yu, Xin, Ritchie, Craig
Published in Journal of global health (01.12.2019)
Published in Journal of global health (01.12.2019)
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Journal Article
Memory assessment and dementia risk in the PREVENT Study
Parra, Mario A, Muniz‐Terrera, Graciela, Danso, Samuel O., Ritchie, Karen, Ritchie, Craig W.
Published in Alzheimer's & dementia (01.12.2021)
Published in Alzheimer's & dementia (01.12.2021)
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Journal Article
Co‐production in the PREVENT Next Generation Study: methodology and outcomes
Gregory, Sarah, Amfo‐Antiri, Auswell, Agyapong, Nana Ama Frimpomaa, Davies, Michaela, Danso, Samuel O., Farina, Francesca R, Saunders, Stina, Wells, Katie, Willingham, Katie, Booi, Laura
Published in Alzheimer's & dementia (01.12.2023)
Published in Alzheimer's & dementia (01.12.2023)
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Journal Article
Are existing dementia risk prediction models reliable?: Epidemiology / Innovative methods in epidemiology (i.e., assessment methods, design, recruitment strategies, statistical methods, etc.)
Goerdten, Jantje, Čukić, Iva, Danso, Samuel O, Carriere, Isabelle, Terrera, Graciela Muniz
Published in Alzheimer's & dementia (01.12.2020)
Published in Alzheimer's & dementia (01.12.2020)
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Journal Article
Are existing dementia risk prediction models reliable?
Goerdten, Jantje, Čukić, Iva, Danso, Samuel O, Carriere, Isabelle, Terrera, Graciela Muniz
Published in Alzheimer's & dementia (01.12.2020)
Published in Alzheimer's & dementia (01.12.2020)
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Journal Article
Exploration of Machine Learning and Deep Learning Architectures for Dementia Risk Prediction Based on ATN Framework
Danso, Samuel O., Prattipati, Sindhu, Alqatawneh, Ibrahim, Ntailianis, Georgios
Published in 2024 29th International Conference on Automation and Computing (ICAC) (28.08.2024)
Published in 2024 29th International Conference on Automation and Computing (ICAC) (28.08.2024)
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Conference Proceeding
Developing an Integrated Image Bank and Metadata for Large-scale Research in Cerebrovascular Disease: Our Experience from the Stroke Image Bank Project
Danso, Samuel O., Job, Dominic E., Gonzalez, David Rodriguez, Dickie, David Alexander, Palmer, Jeb, Ure, Jenny, Bath, Philip M., Sandercock, Peter A. G., Wardlaw, Joanna M.
Published in Frontiers in ICT (26.12.2016)
Published in Frontiers in ICT (26.12.2016)
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Journal Article
Analysis of SARS-CoV-2 genomes from across Africa reveals potentially clinically relevant mutations
Longjohn, Modeline N, Egbule, Olivia S, Danso, Samuel O, Akujuru, Eugene E, Ibubeleye, Victor T, Oweredaba, Christabel I, Ogharanduku, Theodora, Alexander, Manu, Iweriebor, Benson C
Published in bioRxiv (30.09.2020)
Published in bioRxiv (30.09.2020)
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