Joseph E. Burns

Publication Activity (10 Years)

Years Active: 2011-2016
Publications (10 Years): 11

Top Topics

Abnormality Detection

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Holger R. Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph E. Burns, Ronald M. Summers
Deep convolutional networks for automated detection of posterior-element fractures on spine CT. Medical Imaging: Computer-Aided Diagnosis (2016)
Yinong Wang, Jianhua Yao, Joseph E. Burns, Ronald M. Summers
Osteoporotic and neoplastic compression fracture classification on longitudinal CT. ISBI (2016)
Yinong Wang, Jianhua Yao, Joseph E. Burns, Jiamin Liu, Ronald M. Summers
Detection of Degenerative Osteophytes of the Spine on PET/CT Using Region-Based Convolutional Neural Networks. CSI@MICCAI (2016)
Jianhua Yao, Joseph E. Burns, Daniel Forsberg, Alexander Seitel, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik, Martin Urschler, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Ronald M. Summers, Shuo Li
A multi-center milestone study of clinical vertebral CT segmentation. Comput. Medical Imaging Graph. 49 (2016)
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
Improving Vertebra Segmentation through Joint Vertebra-Rib Atlases. CoRR (2016)
Yinong Wang, Jianhua Yao, Joseph E. Burns, Ronald M. Summers
Osteoporotic and Neoplastic Compression Fracture Classification on Longitudinal CT. CoRR (2016)
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT. CoRR (2016)
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
Improving vertebra segmentation through joint vertebra-rib atlases. Medical Imaging: Computer-Aided Diagnosis (2016)
Holger R. Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph E. Burns, Ronald M. Summers
Deep convolutional networks for automated detection of posterior-element fractures on spine CT. CoRR (2016)
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
Multi-atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT. CSI@MICCAI (2015)
James Stieger, Joseph E. Burns, Jianhua Yao, Ronald M. Summers
Dynamic cortex stripping for vertebra evaluation. Medical Imaging: Computer-Aided Diagnosis (2015)
Holger R. Roth, Jianhua Yao, Le Lu, James Stieger, Joseph E. Burns, Ronald M. Summers
Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network Classifications. CoRR (2014)
Hector E. Munoz, Jianhua Yao, Joseph E. Burns, Yasuyuki Pham, James Stieger, Ronald M. Summers
Vertebral degenerative disc disease severity evaluation using random forest classification. Medical Imaging: Computer-Aided Diagnosis (2014)
Jianhua Yao, Joseph E. Burns, Sasha Getty, James Stieger, Ronald M. Summers
Automated extraction of anatomic landmarks on vertebrae based on anatomic knowledge and geometrical constraints. ISBI (2014)
Jianhua Yao, Joseph E. Burns, Hector Munoz, Ronald M. Summers
Cortical shell unwrapping for vertebral body abnormality detection on computed tomography. Comput. Medical Imaging Graph. 38 (7) (2014)
Hector E. Muñoz, Jianhua Yao, Joseph E. Burns, Ronald M. Summers
Detection of vertebral degenerative disc disease based on cortical shell unwrapping. Medical Imaging: Computer-Aided Diagnosis (2013)
Jianhua Yao, Joseph E. Burns, Tatjana Wiese, Ronald M. Summers
Quantitative vertebral compression fracture evaluation using a height compass. Medical Imaging: Computer-Aided Diagnosis (2012)
Jianhua Yao, Joseph E. Burns, Ronald M. Summers
Sclerotic rib metastases detection on routine CT images. ISBI (2012)
Jianhua Yao, Joseph E. Burns, Hector Munoz, Ronald M. Summers
Detection of Vertebral Body Fractures Based on Cortical Shell Unwrapping. MICCAI (3) (2012)
Shijun Wang, Matthew McKenna, Tan B. Nguyen, Joseph E. Burns, Nicholas Petrick, Berkman Sahiner, Ronald M. Summers
Seeing Is Believing: Video Classification for Computed Tomographic Colonography Using Multiple-Instance Learning. IEEE Trans. Medical Imaging 31 (5) (2012)
Ananda S. Chowdhury, Joseph E. Burns, Arka Mukherjee, Bhaskar Sen, Jianhua Yao, Ronald M. Summers
Automated detection of pelvic fractures from volumetric CT images. ISBI (2012)
Matthew T. McKenna, Shijun Wang, Tan B. Nguyen, Joseph E. Burns, Nicholas Petrick, Berkman Sahiner, Ronald M. Summers
Computer vision approach to detect colonic polyps in computed tomographic colonography. Medical Imaging: Computer-Aided Diagnosis (2012)
Matthew McKenna, Shijun Wang, Tan B. Nguyen, Joseph E. Burns, Nicholas Petrick, Ronald M. Summers
Strategies for improved interpretation of computer-aided detections for CT colonography utilizing distributed human intelligence. Medical Image Anal. 16 (6) (2012)
Tatjana Wiese, Jianhua Yao, Joseph E. Burns, Ronald M. Summers
Detection of sclerotic bone metastases in the spine using watershed algorithm and graph cut. Medical Imaging: Computer-Aided Diagnosis (2012)
Shijun Wang, Vishal Anugu, Tan B. Nguyen, Natalie Rose, Joseph E. Burns, Matthew McKenna, Nicholas Petrick, Ronald M. Summers
Fusion of machine intelligence and human intelligence for colonic polyp detection in CT colonography. ISBI (2011)
Tatjana Wiese, Joseph E. Burns, Jianhua Yao, Ronald M. Summers
Computer-aided detection of sclerotic bone metastases in the spine using watershed algorithm and support vector machines. ISBI (2011)
Ananda S. Chowdhury, Joseph E. Burns, Bhaskar Sen, Arka Mukherjee, Jianhua Yao, Ronald M. Summers
Detection of pelvic fractures using graph cuts and curvatures. ICIP (2011)