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Evaluating convolutional neural networks and transformer architectures for image-based prediction of protein localization in eukaryotic cells
Published 2026“…Using 12,565 immunofluorescence images from the Human Protein Atlas—representing 15 subcellular compartments—we performed transfer learning by replacing the final layers of pretrained ImageNet models to accommodate multi-label output. …”
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Disruption by dissociation : exploring human-centred design through transformative engagement in the spatial design studio
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The views and experiences of service providers in facilitating a positive behaviour programme for at-risk youth in Cape Town schools: the case of the tenterden place of safety
Published 2025“…The aim of this study was to explore the views and experiences of service providers in facilitating a PBS model, a restorative approach, for learners with challenging behaviour who are at risk of suspension or expulsion. …”
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Exploring the class imbalance problem in text classification
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Student perceptions of how their learning experiences, on a University Diploma in Education, impacted on their workplace and identity : a case study of emerging Education, Training...
Published 2014“…Their attendance on the course was to prepare them to implement Learnerships, as the new mode of delivery for workplace-based training in their workplaces. …”
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Exploring the school culture in a township primary school
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An intervention to combat plant blindness in Life Sciences educators
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Good in theory but not in practice : exploring perspectives on inclusive education
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Prediction of loss to follow-up in postpartum others living with HIV
Published 2025“…Data from routine medical records obtained in the parent study were analysed using descriptive statistics, and several machine learning models.. An extreme gradient boosting model was developed and validated to predict the risk of loss to follow-up within the first 9 months postpartum based on routinely available patient data at the point of discharge after delivery. …”
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Building a model for development of a national trauma registry: designing and implementing standardised trauma form at regional hospitals in Tanzania
Published 2022“…Finally, we specified learning to inform the next steps in the amplification of the observed impact. …”
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Effects of an explicit reflective approach on Swaziland pre-service elementary teachers' understanding of the Nature of Science
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Towards orientation invariant sensorimotor object recognition based on hierarchical temporal memory with cortical grid cells.
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