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Dolz J, Xu X, Rony J, Yuan J, Liu Y, Granger E, Desrosiers C, Zhang X, Ben Ayed I, Lu H. Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks. Med Phys 2018; 45:5482-5493. [DOI: 10.1002/mp.13240] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 10/03/2018] [Accepted: 10/05/2018] [Indexed: 12/15/2022] Open
Affiliation(s)
- Jose Dolz
- Laboratory for Imagery, Vision and Artificial Intelligence (LIVIA) École de technologie supérieure Montréal QCH3C 1K3Canada
| | - Xiaopan Xu
- School of Biomedical Engineering Fourth Military Medical University Xi’an Shaanxi710032China
| | - Jérôme Rony
- Laboratory for Imagery, Vision and Artificial Intelligence (LIVIA) École de technologie supérieure Montréal QCH3C 1K3Canada
| | - Jing Yuan
- School of Mathematics and Statistics Xidian University Xi’an 710071China
| | - Yang Liu
- School of Biomedical Engineering Fourth Military Medical University Xi’an Shaanxi710032China
| | - Eric Granger
- Laboratory for Imagery, Vision and Artificial Intelligence (LIVIA) École de technologie supérieure Montréal QCH3C 1K3Canada
| | - Christian Desrosiers
- Laboratory for Imagery, Vision and Artificial Intelligence (LIVIA) École de technologie supérieure Montréal QCH3C 1K3Canada
| | - Xi Zhang
- School of Biomedical Engineering Fourth Military Medical University Xi’an Shaanxi710032China
| | - Ismail Ben Ayed
- Laboratory for Imagery, Vision and Artificial Intelligence (LIVIA) École de technologie supérieure Montréal QCH3C 1K3Canada
| | - Hongbing Lu
- School of Biomedical Engineering Fourth Military Medical University Xi’an Shaanxi710032China
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Fechter T, Adebahr S, Baltas D, Ben Ayed I, Desrosiers C, Dolz J. Esophagus segmentation in CT via 3D fully convolutional neural network and random walk. Med Phys 2017; 44:6341-6352. [DOI: 10.1002/mp.12593] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 08/31/2017] [Accepted: 09/08/2017] [Indexed: 12/25/2022] Open
Affiliation(s)
- Tobias Fechter
- Division of Medical Physics; Department of Radiation Oncology; Medical Center; Faculty of Medicine; University of Freiburg; German Cancer Consortium (DKTK) Partner Site Freiburg; German Cancer Research Center (DKFZ); Heidelberg Germany
| | - Sonja Adebahr
- Department of Radiation Oncology; Medical Center; Faculty of Medicine; University of Freiburg; German Cancer Consortium (DKTK) Partner Site Freiburg; German Cancer Research Center (DKFZ); Heidelberg Germany
| | - Dimos Baltas
- Division of Medical Physics; Department of Radiation Oncology; Medical Center; Faculty of Medicine; University of Freiburg; German Cancer Consortium (DKTK) Partner Site Freiburg; German Cancer Research Center (DKFZ); Heidelberg Germany
| | - Ismail Ben Ayed
- Laboratory for Imagery, Vision and Artificial Intelligence (LIVIA); École de technologie supérieure; Montréal Canada
| | - Christian Desrosiers
- Laboratory for Imagery, Vision and Artificial Intelligence (LIVIA); École de technologie supérieure; Montréal Canada
| | - Jose Dolz
- Laboratory for Imagery, Vision and Artificial Intelligence (LIVIA); École de technologie supérieure; Montréal Canada
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