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Artificial intelligence methods applied to longitudinal data from electronic health records for prediction of cancer: a scoping review.
BMC Med Res Methodol
January 2025
Leeds Institute of Clinical Trials Research, University of Leeds, Clarendon Way, Leeds, LS2 9NL, UK.
Background: Early detection and diagnosis of cancer are vital to improving outcomes for patients. Artificial intelligence (AI) models have shown promise in the early detection and diagnosis of cancer, but there is limited evidence on methods that fully exploit the longitudinal data stored within electronic health records (EHRs). This review aims to summarise methods currently utilised for prediction of cancer from longitudinal data and provides recommendations on how such models should be developed.
View Article and Find Full Text PDFEnhanced electrical conductivity and antibacterial properties of bacterial cellulose composite membrane decorated with hydroxypropyl-β-cyclodextrin/magnetic particle/alpha-lipoic acid/nano silver.
Int J Biol Macromol
January 2025
School of Textiles and Clothing, Yancheng Institute of Technology, Yancheng, Jiangsu 224051, China. Electronic address:
The electrical conductivity and antibacterial properties are crucial characteristics for bacterial cellulose (BC) based membranes to be broadly applied in the field of wearable electronics. In the study, to achieve these aims, alpha-lipoic acid (LA) was utilized as anchoring groups and reducing agent, hydroxypropyl-β-cyclodextrin (HP-β-CD) capped magnetic particles (FeO NPs) and the in-situ formed silver nanoparticles (AgNPs) were sequentially incorporated into the BC matrix to fabricate BC based nanocomposite membranes (HP-β-CD/FeO/LA@BC and HP-β-CD/FeO/LA/Ag@BC). Fourier transform attenuated total reflectance infrared spectroscopy (FTIR-ATR) and field emission scanning electron microscopy (FE-SEM) analysis proved the dense networks were formed in the modified BC membranes.
View Article and Find Full Text PDFDeveloping teachers' competency for inclusive education in Ethiopia.
Afr J Disabil
December 2024
Centre of Excellence in Disabilities, Faculty of Education, University of South Africa, Pretoria, South Africa.
Background: In light of the increasing diversity within school populations globally, a pressing need arises for nations to prioritise the enhancement of teachers' competencies in implementing inclusive education, recognising the central role teacher education programmes play in addressing this imperative. Teacher education programmes centred on inclusion not only respond to this global priority but also wield influence on teachers' attitudes, self-efficacy and stress levels when engaging with diverse learners.
Objectives: The study presents an analysis of the effectiveness of a teacher education programme in Ethiopia in developing teachers' competencies for inclusion.
Starting a cultural collective for mothers of children with disabilities: A case study.
Afr J Disabil
December 2024
Department of Social Studies, Faculty of Social Sciences, University of Stavanger, Stavanger, Norway.
Background: Caring for children with disabilities in Tanzania involves significant challenges, including stigma, limited support and mental health risks. A cultural collective for caretakers of children with disabilities enrolled at a primary school was established to address these issues.
Objectives: The study aims to explore the experiences of caregivers who started a cultural collective and to assess its impact on their lives in the short term.
Perspectives and needs of assistive technology advisors and suppliers in Queensland, Australia.
Disabil Rehabil Assist Technol
January 2025
Faculty of Health, Southern Cross University, Queensland, Australia.
Purpose: An assistive technology ecosystem requires co-ordinated collaboration between policy, products, provision processes, and personnel. A needs assessment was conducted of the assistive technology sector in Queensland to examine these components from the perspective of all key stakeholders. This paper reports the findings of the expressed needs of the assistive technology sector as experienced by the AT advisors and suppliers.
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