Elijah Biggs

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 9

Top Topics

Ultrasound Images

Automatic Assessment

Statistical Shape Model

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Int. J. Comput. Assist. Radiol. Surg.

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)
Koyo Nakayama, Atsushi Saito, Elijah Biggs, Marius George Linguraru, Akinobu Shimizu
Liver segmentation from low-radiation-dose pediatric computed tomography using patient-specific, statistical modeling. Int. J. Comput. Assist. Radiol. Surg. 14 (12) (2019)
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)
Atsushi Saito, Koyo Nakayama, Antonio R. Porras, Awais Mansoor, Elijah Biggs, Marius George Linguraru, Akinobu Shimizu
Construction of a Spatiotemporal Statistical Shape Model of Pediatric Liver from Cross-Sectional Data. MICCAI (2) (2018)
Pooneh R. Tabrizi, Awais Mansoor, Elijah Biggs, James Jago, Marius George Linguraru
Automatic detection of kidney in 3D pediatric ultrasound images using deep neural networks. Medical Imaging: Computer-Aided Diagnosis (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, Juan J. Cerrolaza, Rabia Idrees, Elijah Biggs, Mohammad A. Alsharid, Robert A. Avery, Marius George Linguraru
Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation. IEEE Trans. Medical Imaging 35 (8) (2016)
Juan J. Cerrolaza, Hansel Otero, Peter Yao, Elijah Biggs, Awais Mansoor, Roberto Ardon, James Jago, Craig A. Peters, Marius George Linguraru
Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. Medical Imaging: Computer-Aided Diagnosis (2016)
Juan J. Cerrolaza, Nabile M. Safdar, Elijah Biggs, James Jago, Craig A. Peters, Marius George Linguraru
Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes. IEEE Trans. Medical Imaging 35 (11) (2016)