Geovanny F. Perez

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 5

Top Topics

Tissue Characterization

Chest Radiographs

Segmentation Algorithm

Top Venues

IEEE Trans. Biomed. Eng.

Medical Imaging: Image Processing

Publications

Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru
A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning. IEEE Trans. Biomed. Eng. 67 (4) (2020)
Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru
A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning. CoRR (2018)
Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Gustavo Nino, Marius George Linguraru
Marginal shape deep learning: applications to pediatric lung field segmentation. Medical Imaging: Image Processing (2017)
Awais Mansoor, Geovanny F. Perez, Gustavo Nino, Marius George Linguraru
Automatic tissue characterization of air trapping in chest radiographs using deep neural networks. EMBC (2016)
Kazunori Okada, Marzieh Golbaz, Awais Mansoor, Geovanny F. Perez, Krishna Pancham, Abia Khan, Gustavo Nino, Marius George Linguraru
Severity quantification of pediatric viral respiratory illnesses in chest X-ray images. EMBC (2015)