Titlebook: Progress in Artificial Intelligence; 23rd EPIA Conference Manuel Filipe Santos,José Machado,Pedro Miguel Mor Conference proceedings 2025 Th

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Dylan Perdig?o,Francisco Antunes,Catarina Silva,Bernardete Ribeirordiography in patients with isolated TAPVC reveals significant enlargement of the right atrium, right ventricle and pulmonary arteries. Colour Doppler is a valuable tool to identify the pulmonary venous confluence and its connection to the right atrium or systemic veins. Possible sites of anomalous

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Pedro José Pereira,Nuno Costa,Pedro Mestre,Paulo Corteziagnosis of these anomalies is greatly enhanced by colour Doppler examination. PW and CW Doppler in pulmonary vein stenosis and in cor triatriatum reveal a continuous systolic-diastolic flow profile. Documentation of flow velocities in patients with significant supravalvular mitral ring stenosis and

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An Empirical Evaluation of?DeepAR for?Univariate Time Series Forecastingits performance regarding 1 step-ahead forecasts. We use 100 time series from the M4 competition to compare univariate DeepAR with univariate LSTM and SARIMAX models, both for point and quantile forecasts. Results show that DeepAR obtains good results, which contradicts common perception.

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