Search Results for author: Bruno Brandoli

Found 6 papers, 1 papers with code

Convolutional module for heart localization and segmentation in MRI

no code implementations19 Jul 2021 Daniel Lima, Catharine Graves, Marco Gutierrez, Bruno Brandoli, Jose Rodrigues-Jr

Magnetic resonance imaging (MRI) is a widely known medical imaging technique used to assess the heart function.

Segmentation

DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods

no code implementations31 Aug 2020 Bruno Brandoli, Gabriel Spadon, Travis Esau, Patrick Hennessy, Andre C. P. L. Carvalho, Jose F. Rodrigues-Jr, Sihem Amer-Yahia

Pesticide application has been heavily used in the cultivation of major crops, contributing to the increase of crop production over the past decades.

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

no code implementations7 Apr 2020 Lucas May Petry, Amilcar Soares, Vania Bogorny, Bruno Brandoli, Stan Matwin

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.

Anomaly Detection BIG-bench Machine Learning +1

Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls

no code implementations10 Sep 2019 Jose F. Rodrigues-Jr, Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia

Our results demonstrate significant improvements in automated medical prognosis, as measured with Recall@k. We summarize our experience as a set of relevant insights for the design of Deep Learning architectures.

Trajectory Prediction

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