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Machine learning-based automated waste sorting in the construction industry: A comparative competitiveness case study.
Waste Manag
January 2025
Department of Industrial Engineering and Management, School of Science, Aalto University, Maarintie 8, 02150, Espoo, Finland. Electronic address:
This article presents a comparative analysis of the circularity and cost-efficiency of two distinct construction material recycling processes: ML-based automated sorting (MLAS) and conventional sorting technologies. Empirical data was collected from two Finnish companies, providing a robust foundation for this comparison. Our study examines the operational specifics, economic implications, and environmental impacts of each method, highlighting the advantages and drawbacks.
View Article and Find Full Text PDFBiomarkers.
Alzheimers Dement
December 2024
Department of Molecular Imaging & Therapy, Austin Health, Heidelberg, VIC, Australia.
Background: Tau PET is instrumental in tracking the longitudinal progression of Alzheimer's disease (AD). F-MK6240 is a high affinity tracer targeting the 3R/4R paired helical filaments of tau in AD. We aimed to evaluate the early phase of the natural progression of tau accumulation using F-MK6240.
View Article and Find Full Text PDFAlzheimer's Imaging Consortium.
Alzheimers Dement
December 2024
Department of Molecular Imaging & Therapy, Austin Health, Heidelberg, VIC, Australia.
Background: Tau PET is instrumental in tracking the longitudinal progression of Alzheimer's disease (AD). 18F-MK6240 is a high affinity tracer targeting the 3R/4R paired helical filaments of tau in AD. We aimed to evaluate the early phase of the natural progression of tau accumulation using 18F-MK6240.
View Article and Find Full Text PDFAI Thinking: a framework for rethinking artificial intelligence in practice.
R Soc Open Sci
January 2025
Centre for Machine Intelligence, The University of Sheffield, Sheffield S1 3JD, UK.
Artificial intelligence is transforming the way we work with information across disciplines and practical contexts. A growing range of disciplines are now involved in studying, developing and assessing the use of AI in practice, but these disciplines often employ conflicting understandings of what AI is and what is involved in its use. New, interdisciplinary approaches are needed to bridge competing conceptualizations of AI in practice and help shape the future of AI use.
View Article and Find Full Text PDFOnly Children by Choice vs. Only Children by Circumstances: Why Do Some Women Have Only One Child?
Reprod Sci
January 2025
Department of Management, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, UK.
In an attempt to stimulate further theory and research on only children, we introduce two conceptual distinctions: Only children as independent variables vs. only children as dependent variables; and only children by choice vs. only children by circumstances.
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