Geovanny F. Perez

According to our database, Geovanny F. Perez authored at least 4 papers between 2015 and 2020.

Collaborative distances:

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

2020

A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning.

Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru

IEEE Trans. Biomed. Eng., 2020

2017

Marginal shape deep learning: applications to pediatric lung field segmentation.

Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Gustavo Nino, Marius George Linguraru

Proceedings of the Medical Imaging 2017: Image Processing, 2017

2016

Automatic tissue characterization of air trapping in chest radiographs using deep neural networks.

Awais Mansoor, Geovanny F. Perez, Gustavo Nino, Marius George Linguraru

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Severity quantification of pediatric viral respiratory illnesses in chest X-ray images.

Kazunori Okada, Marzieh Golbaz, Awais Mansoor, Geovanny F. Perez, Krishna Pancham, Abia Khan, Gustavo Nino, Marius George Linguraru

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015