Ms. Irene Fantini Profile

Irene Fantini

at Instituto de Pesquisas Eldorado

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Publications (3)

Proceedings Article | 10 December 2021 Paper

Multitasking segmentation of lung and COVID-19 findings in CT scans using modified EfficientDet, UNet and MobileNetV3 models

Diedre Carmo, Israel Campiotti, Irene Fantini, Lívia Rodrigues, Letícia Rittner, Roberto Lotufo

Proceedings Volume 12088, 1208809 (2021) https://doi.org/10.1117/12.2606118

KEYWORDS: Lung, Computed tomography, Image segmentation, Data modeling, Opacity, Convolution, 3D modeling, Visualization, X-ray computed tomography, Machine learning

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Proceedings Article | 10 December 2021 Paper

Leveraging sEMG gesture recognition training on edge devices

Tatiana Tavares, Alexandre Osorio, Irene Fantini, Rodrigo Alves

Proceedings Volume 12088, 1208813 (2021) https://doi.org/10.1117/12.2606147

KEYWORDS: Data modeling, Statistical modeling, Gesture recognition, Performance modeling, Feature extraction, Electrodes, Instrument modeling, Electromyography, Data acquisition, Convolutional neural networks

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Proceedings Article | 16 March 2020 Presentation + Paper

An extended-2D CNN for multiclass Alzheimer's Disease diagnosis through structural MRI

Mariana Pereira, Irene Fantini, Roberto Lotufo, Leticia Rittner

Proceedings Volume 11314, 113141V (2020) https://doi.org/10.1117/12.2550753

KEYWORDS: Magnetic resonance imaging, Alzheimer's disease, Data modeling, Brain, Neuroimaging, Image classification

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