JosephEBurnsMDPhD

PubMed

• 47 citations
  Automated Detection, Localization, and Classification of Traumatic Vertebral Body Fractures in the Thoracic and Lumbar Spine at CT.
  Joseph E. Burns, Jianhua Yao, Hector E. Muñoz, Ronald M. Summers
  Radiology. 2016-01-01
• 9 citations
  Cortical shell unwrapping for vertebral body abnormality detection on computed tomography
  Jianhua Yao, Joseph E. Burns, Hector E. Muñoz, Ronald M. Summers
  Computerized Medical Imaging and Graphics. 2014-10-01
• 84 citations
  Deep learning-based muscle segmentation and quantification at abdominal CT: application to a longitudinal adult screening cohort for sarcopenia assessment.
  Peter M Graffy, Jiamin Liu, Perry J. Pickhardt, Joseph E. Burns, Jianhua Yao
  The British Journal of Radiology. 2019-06-24

Journal Articles

• Giant cell tumor of the bone: aggressive case initially treated with denosumab and intralesional surgery  
  von Borstel D, Taguibao RA, Strle NA, Burns JE, Skeletal Radiology, 2/2017

Books/Book Chapters

• Handbook of Digital Imaging 
  Chapter: Volumetric Medical Imaging 
  Page 1593 - 1612Yao J and Burns JEEditors: Kriss M.John Wiley & Sons Ltd2015
• Spinal Imaging and Image Analysis 
  Chapter: Computer-Aided Detection of Bone Metastases in the Thoracolumbar Spine 
  Page 97 - 130Yao J, Burns JE, Summers RMEditors: Li S and Yao J,.Springer International Publishing, Switzerland2015
• Spinal Imaging and Image Analysis 
  Chapter: Imaging of the Spine: A Medical and Physical Perspective 
  Page 3 - 30Burns JEEditors: Li S and Yao J.Springer International Publishing, Switzerland2015
• Basic Musculoskeletal Radiology 
  Chapter: Modalities of Musculoskeletal Radiology 
  Burns JEEditors: Tehranzadeh J.McGraw-Hill Medical, New York2014
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Other

• Dynamic cortex stripping for vertebra evaluation 
  Stieger J, Burns JE, Yao J, Summers RM.
  http://dx.doi.org/10.1117/12.2082434
  Proceedings of the SPIE, Medical Imaging: Computer-Aided Diagnosis. 2015 Mar. 94143: pp 94143D1- 941 - 3/1/2015
• Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network Classifications 
  Roth HR, Yao J, Lu L, Stieger J, Burns J, Summers RM., Recent Advances in Computational Methods and Clinical Applications for Spine Imaging
  http://dx.doi.org/10.1007/978-3-319-14148-0_1
  Lecture Notes in Computer Science, 20: pp. 3-12 - 2/1/2015
• Automated extraction of anatomic landmarks on vertebrae based on anatomic knowledge and geometrical constraints 
  Yao J, Burns JE, Getty S, Stieger J, Summers RM, 11th IEEE International Symposium on. pp. 397-400.
  DOI: 10.1109/ISBI.2014.6867892 - 8/2014
• Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network Classifications 
  Roth HR, Yao J, Lu L, Stieger J, Burns JE, Summers RM, Medical Image Computing and Computer Assisted Intervention, Lecture Notes in Computer Science
  Published on-line 2014 Jul 22, arXiv:1407.5976 - 7/2014
• Vertebral degenerative disc disease severity evaluation using random forest classification 
  Munoz HE, Yao J, Burns JE, Pham Y, Stieger J, Summers RM, Proceedings of the SPIE - Medical Imaging: Computer-Aided Diagnosis
  DOI:10.1117/12.2042793 - 3/1/2014
• Detection of Sclerotic Bone Metastases in the Spine Using Watershed Algorithm and Graph Cut 
  Wiese T, Yao J, Burns J, Summers RM, Proceedings of the SPIE - Medical Imaging: Computer-Aided Diagnosis. 8315(2012): pp. 8315121-8315128
  DOI: 10.1117/12.911700 - 3/2012
• Computer vision approach to detect colonic polyps in computed tomographic colonography 
  McKenna MT, Wang S, Nguyen TB, Burns JE, Petrick N, Sahiner B, Summers RM, Proceedings of the SPIE - Medical Imaging: Computer-Aided Diagnosis. 8315(2012): pp. 83151S1-83151S7
  DOI: 10.1117/12.911657 - 3/2012
• Quantitative vertebral compression fracture evaluation using a height compass 
  Yao J, Burns J, Wiese T, Summers RM, Proceedings of the SPIE - Medical Imaging: Computer-Aided Diagnosis. 8315(2012): pp. 8315X1-8315X8
  DOI: 10.1117/12.911703 - 3/2012
• Sclerotic rib metastases detection on routine CT images 
  Yao J, Burns JE, Summers RM, Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on. pp. 1767-1770.
  DOI: 10.1109/ISBI.2012.6235923 - 2012
• Automated detection of pelvic fractures from volumetric CT images 
  Chowdhury A, Burns JE, Mukherjee A, Sen B, Yao J, Summers RM, Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on. pp. 1687-1690.
  DOI: 10.1109/ISBI.2012.6235903 - 2012
• Detection of Pelvic Fractures using Graph Cuts and Curvatures 
  Chowdhury A, Burns J, Sen B, Mukherjee A, Yao J, Summers RM, Proceedings – IEEE International Conference on Image Processing, ICIP 2011, pp. 1573-1576.
  DOI: 10.1109/ICIP.2011.6115748 - 5/1/2011
• Computer-Aided Detection of Sclerotic Bone Metastases in the Spine using Watershed Algorithm and Support Vector Machines 
  Wiese T, Burns J, Yao J, and Summers R, Biomedical Imaging (ISBI), 2011 8th IEEE International Symposium on. pp. 152-155.
  1/1/2011
• Fusion of Machine Intelligence and Human Intelligence for Colonic Polyp Detection in CT Colonography 
  Wang S, Anugu V, Nguyen T, Rose N, Burns J, McKenna M, Petrick N, Summers RM, Biomedical Imaging (ISBI), 2011 8th IEEE International Symposium on. pp. 160-164.
  1/1/2011
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