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J. Diniz

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Open access Oct 2026

AI/ML models for heart failure in-hospital mortality prediction using RWE: a retrospective cohort

Abstract Background Heart failure (HF) represents a major public health challenge in Portugal, associated with high mortality and healthcare costs. This study aimed to develop and validate artificial intelligence models to predict in-hospital mortality among HF patients at the Baixo Alentejo Local Health Unit, using in...

J. Diniz, S. Duarte, A. Dionísio et al. · 0 citations
Open access Oct 2026

Colorectal cancer screening program: no health gains without effective implementation and financing

Abstract Introduction Colorectal cancer (CRC) represents the second highest cancer incidence in Portugal. A Colorectal Cancer Screening Program (PRCCR) was implemented in 2019 to achieve early diagnosis. Yet, its effective implementation has never been evaluated. Objectives To evaluate PRCCR implementation at a Local H...

J. Diniz, M. Ourique, M. Almeida et al. · 0 citations

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