AIMC Topic: Portugal

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Statistical and machine learning models for predicting university dropout and scholarship impact.

PloS one Jun 25, 2025
Although student dropout is an inevitable aspect of university enrollment, when analyzed, universities can gather information which enables them to take preventative actions that mitigate dropout risk. We study a data set consisting of 4,424 records ...
Young Adult Adult Male Humans Machine Learning Female Portugal Fellowships and Scholarships Student Dropouts Students Universities Models, Statistical
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Beyond the Hype: The potential and challenges of semi-solid extrusion 3D Printing in pharmaceutical applications through the lens of Portuguese 3D experts.

International journal of pharmaceutics May 29, 2025
In recent years, the technological landscape has experienced a notable surge in the exploration of 3D Printing technologies (3DPT), particularly as an additive manufacturing method. Among the various 3DPT available, semi-solid extrusion 3DP (SSE-3DP)...
Artificial Intelligence Printing, Three-Dimensional Quality Control Technology, Pharmaceutical Focus Groups Humans Portugal
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Low-cost and scalable machine learning model for identifying children and adolescents with poor oral health using survey data: An empirical study in Portugal.

PloS one Jan 24, 2025
This empirical study assessed the potential of developing a machine-learning model to identify children and adolescents with poor oral health using only self-reported survey data. Such a model could enable scalable and cost-effective screening and ta...
Portugal Child Oral Health Dental Caries Surveys and Questionnaires Adolescent Humans Machine Learning Female Male
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Health Care Professionals and Data Scientists' Perspectives on a Machine Learning System to Anticipate and Manage the Risk of Decompensation From Patients With Heart Failure: Qualitative Interview Study.

Journal of medical Internet research Jan 20, 2025
BACKGROUND: Heart failure (HF) is a significant global health problem, affecting approximately 64.34 million people worldwide. The worsening of HF, also known as HF decompensation, is a major factor behind hospitalizations, contributing to substantia...
Interviews as Topic Data Science Heart Failure Male Middle Aged Qualitative Research Portugal Humans Machine Learning Health Personnel Female Adult
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Enhancing prediction of major depressive disorder onset in adolescents: A machine learning approach.

Journal of psychiatric research Jan 9, 2025
Major Depressive Disorder (MDD) is a prevalent mental health condition that often begins in adolescence, with significant long-term implications. Indicated prevention programs targeting adolescents with mild symptoms have shown efficacy, yet the meth...
Female Male Depressive Disorder, Major Humans Machine Learning Least-Squares Analysis Portugal Psychiatric Status Rating Scales Adolescent
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MediAlbertina: An European Portuguese medical language model.

Computers in biology and medicine Oct 2, 2024
BACKGROUND: Patient medical information often exists in unstructured text containing abbreviations and acronyms deemed essential to conserve time and space but posing challenges for automated interpretation. Leveraging the efficacy of Transformers in...
Natural Language Processing Humans Portugal Electronic Health Records Language
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Quality of science journalism in the age of Artificial Intelligence explored with a mixed methodology.

PloS one Jun 18, 2024
Science journalists, traditionally, play a key role in delivering science information to a wider audience. However, changes in the media ecosystem and the science-media relationship are posing challenges to reliable news production. Additionally, rec...
Mass Media Portugal Europe Journalism Italy Humans Science Artificial Intelligence
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Machine learning models' assessment: trust and performance.

Medical & biological engineering & computing Jun 8, 2024
The common black box nature of machine learning models is an obstacle to their application in health care context. Their widespread application is limited by a significant "lack of trust." So, the main goal of this work is the development of an evalu...
Female Aged Male Trust Middle Aged Risk Assessment Humans Machine Learning Logistic Models Bayes Theorem Portugal
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Machine learning in epidemiology: Neural networks forecasting of monkeypox cases.

PloS one May 1, 2024
This study integrates advanced machine learning techniques, namely Artificial Neural Networks, Long Short-Term Memory, and Gated Recurrent Unit models, to forecast monkeypox outbreaks in Canada, Spain, the USA, and Portugal. The research focuses on t...
Humans United States Mpox, Monkeypox Neural Networks, Computer Epidemiological Models Algorithms Portugal Machine Learning Forecasting Canada
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Analysis of the hikikomori phenomenon - an international infodemiology study of Twitter data in Portuguese.

BMC public health Feb 19, 2024
BACKGROUND: Hikikomori refers to the extreme isolation of individuals in their own homes, lasting at least six months. In recent years social isolation has become an important clinical, social, and public health problem, with increased awareness of h...
Infodemiology Shame Portugal Language Humans Social Media Artificial Intelligence Phobia, Social
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