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ORCIDElijah Biggs
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2020 – today
- 2020
[j4]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): 1206-1220 (2020)
2010 – 2019
- 2019
- [j3]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): 2057-2068 (2019) - 2018
- [c4]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: 105751Z - [c3]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: 676-683 - [i1]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 abs/1807.04339 (2018) - 2017
- [c2]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: 1013304 - 2016
- [j2]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): 1856-1865 (2016) - [j1]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): 2393-2402 (2016) - [c1]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: 97851Q
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