Maysa M. G. Macedo

According to our database, Maysa M. G. Macedo authored at least 19 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Better Skill-based Job Representations, Assessed via Job Transition Data.

Tyler Baldwin, Wyatt Clarke, Maysa M. Garcia de Macedo, Rogério de Paula, Subhro Das

Proceedings of the IEEE International Conference on Big Data, 2022

Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics.

Maysa Malfiza Garcia de Macedo, Wyatt Clarke, Eli Lucherini, Tyler Baldwin, Dilermando Queiroz Neto, Rogério Abreu de Paula, Subhro Das

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

Simplifying Horizon Picking Using Single-Class Semantic Segmentation Networks.

Danilo Calhes, Felipe Kawashita Kobayashi, Andréa Britto Mattos, Maysa M. G. Macedo, Dário A. B. Oliveira

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Non-destructive fibroblast NIH-3T3 spheroid classification using convolutional neural network.

Anderson Gabriel Santiago, Camila C. Santos, Maysa M. G. Macedo, Juliana K. M. B. Daguano, Andrea C. D. Rodas

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

2020

Generalization of Convolutional LSTM Models for Crop Area Estimation.

Maysa Malfiza Garcia de Macedo, Andréa Britto Mattos, Dário Augusto Borges Oliveira

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

2019

Exploring features towards semantic characterization of lung nodules in computed tomography images.

Maysa M. G. Macedo, Dário A. B. Oliveira

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Experimental Analysis of Citrus Tree Classification from UAV Images.

Felipe Kawashita Kobayashi, Andréa Britto Mattos, Bruno Holtz Gemignani, Maysa M. G. Macedo

Proceedings of the IEEE International Symposium on Multimedia, 2019

Atherosclerotic Plaques Recognition in Intracoronary Optical Images Using Neural Networks.

Maysa Malfiza Garcia de Macedo, Dário Augusto Borges Oliveira, Marco Antonio Gutierrez

Proceedings of the 46th Computing in Cardiology, 2019

2018

Coronary calcification identification in optical coherence tomography using convolutional neural networks.

Dário A. B. Oliveira, Maysa M. G. Macedo, Pedro Nicz, Carlos M. Campos, Pedro A. Lemos, Marco A. Gutierrez

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

2017

Classification of bifurcations regions in IVOCT images using support vector machine and artificial neural network models.

C. D. N. Porto, Cicero F. F. Costa Filho, Maysa M. G. Macedo, Marco A. Gutierrez, Marly Guimarães Fernandes Costa

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Wavelet Analysis for Multiresolution Tissue Characterization in Intracoronary Optical Images.

Maysa M. G. Macedo, Pedro Nicz, Carlos M. Campos, Pedro A. Lemos, Marco A. Gutierrez

Proceedings of the Computing in Cardiology, 2017

2016

Directional Analysis of Cardiac Motion Field based on the Discrete Helmholtz Hodge Decomposition.

John A. Sims, Marco A. Gutierrez, Maysa M. G. Macedo

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Spatial-Frequency Approach to Fibrous Tissue Classification in Intracoronary Optical Images.

Maysa M. G. Macedo, Pedro Nicz, Carlos M. Campos, Pedro A. Lemos, Marco A. Gutierrez

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

A bifurcation identifier for IV-OCT using orthogonal least squares and supervised machine learning.

Maysa M. G. Macedo, Welingson V. N. Guimarães, Micheli Zanotti Galon, Celso K. Takimura, Pedro A. Lemos, Marco Antonio Gutierrez

Comput. Medical Imaging Graph., 2015

An automatic labeling bifurcation method for intracoronary optical coherence tomography images.

Maysa M. G. Macedo, Celso K. Takimura, Pedro A. Lemos, Marco A. Gutierrez

Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

2013

Three-dimensional synthetic blood vessel generation using stochastic L-systems.

Miguel A. Galarreta-Valverde, Maysa M. G. Macedo, Choukri Mekkaoui, Marcel P. Jackowski

Proceedings of the Medical Imaging 2013: Image Processing, 2013

A centerline-based estimator of vessel bifurcations in angiography images.

Maysa M. G. Macedo, Miguel A. Galarreta-Valverde, Choukri Mekkaoui, Marcel P. Jackowski

Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

2012

Detection and Extraction of Vascular Networks using Hough Transform.

Maysa Malfiza Garcia de Macedo

PhD thesis, 2012

2010

Vessel Centerline Tracking in CTA and MRA Images Using Hough Transform.

Maysa M. G. Macedo, Choukri Mekkaoui, Marcel P. Jackowski

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010