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Characterising and reassessing people-centred data governance in cities
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The effect between metabolic syndrome and life expectancy after cancer diagnosis: Catalan cohort study
Published 2025-01-01“…Abstract This study examines remaining life expectancy (RLE) after a cancer diagnosis, focusing on age, sex, cancer type, and metabolic syndrome (MS) components, using data from the SIDIAP database in Catalonia (2006–2017). RLE was analyzed for 13 cancer types, stratified by sex and MS components. …”
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Treating self-harm behaviors in prisons: implementation of the STEPPS program
Published 2025-01-01“…This study aimed to examine inmate profiles in prisons located in Catalonia, Spain, and to investigate the STEPPS program’s effectiveness and implementation process. …”
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Automatic monitoring of treated water released from wastewater treatment plants using model-based clustering with density estimation
Published 2025-02-01“…The Dataset used in this work has been derived from the wastewater treatment plant located in Manresa, a town of 100,000 inhabitants near Barcelona (Catalonia). The plant treats a flow of 35,000 m3/day, mainly domestic wastewater, although wastewater from industries located inside the town is received in the plant too. …”
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Use of Attention Maps to Enrich Discriminability in Deep Learning Prediction Models Using Longitudinal Data from Electronic Health Records
Published 2024-12-01“…We trained them on 10 years of data from EHRs from Catalonia (Spain) and evaluated them using a 5-fold cross-validation to predict 1-year all-cause mortality in a subsample of 500,000 people over 65 years of age. …”
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Characterization of Carbon Molecular Sieve Membranes Supported on Ceramic Tubes
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Integrating radiological and clinical data for clinically significant prostate cancer detection with machine learning techniques
Published 2025-02-01“…This study explores modeling using regularization techniques such as ridge regression, LASSO, elastic net, classification tree, tree ensemble models like random forest or XGBoost, and neural networks to predict CsPCa in a dataset of 4799 patients in Catalonia (Spain). An 80–20% split was employed for training and validation. …”
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Seasonal investigation of ultrafine-particle organic composition in an eastern Amazonian rainforest
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Aging towards walkable futures: insights from a multidisciplinary workshop held in Barcelona, Spain
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Enhancing environmental models with a new downscaling method for global radiation in complex terrain
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The Interannual Variability of Global Burned Area Is Mostly Explained by Climatic Drivers
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