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    Chapter and Conference Paper

    Full Motion Focus: Convolutional Module for Improved Left Ventricle Segmentation Over 4D MRI

    Magnetic Resonance Imaging (MRI) is a widely known medical imaging technique used to assess the heart function. Over Cardiac MRI (CMR) images, Deep Learning (DL) models perform several tasks with good efficacy...

    Daniel M. Lima, Catharine V. Graves in Image Analysis and Processing – ICIAP 2022 (2022)

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    Chapter and Conference Paper

    Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning

    The global expansion of maritime activities and the development of the Automatic Identification System (AIS) have driven the advances in maritime monitoring systems in the last decade. Given the enormous volu...

    Lucas May Petry, Amilcar Soares, Vania Bogorny in Advances in Artificial Intelligence (2020)