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ORCIDChristopher F. Beaulieu
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Journal Articles
- 2022
[j19]Audrey Ha, Bao H. Do, Adam L. Bartret, Charles X. Fang, Albert Hsiao, Amelie M. Lutz
, Imon Banerjee, Geoffrey M. Riley, Daniel L. Rubin, Kathryn J. Stevens, Erin Wang, Shannon Wang, Christopher F. Beaulieu, Brian Hurt:
Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports. J. Digit. Imaging 35(3): 524-533 (2022)- 2018
- [j18]Imon Banerjee, Camille Kurtz, Alon Edward Devorah, Bao H. Do, Daniel L. Rubin, Christopher F. Beaulieu:
Relevance feedback for enhancing content based image retrieval and automatic prediction of semantic image features: Application to bone tumor radiographs. J. Biomed. Informatics 84: 123-135 (2018) - 2017
- [j17]Imon Banerjee, Christopher F. Beaulieu, Daniel L. Rubin:
Computerized Prediction of Radiological Observations Based on Quantitative Feature Analysis: Initial Experience in Liver Lesions. J. Digit. Imaging 30(4): 506-518 (2017) - [j16]Bao H. Do, Curtis P. Langlotz, Christopher F. Beaulieu:
Bone Tumor Diagnosis Using a Naïve Bayesian Model of Demographic and Radiographic Features. J. Digit. Imaging 30(5): 640-647 (2017) - [j15]Assaf Hoogi, Christopher F. Beaulieu, Guilherme M. Cunha, Elhamy Heba, Claude B. Sirlin, Sandy Napel, Daniel L. Rubin:
Adaptive local window for level set segmentation of CT and MRI liver lesions. Medical Image Anal. 37: 46-55 (2017) - 2016
- [j14]Idit Diamant, Assaf Hoogi, Christopher F. Beaulieu, Mustafa Safdari, Eyal Klang, Michal Amitai, Hayit Greenspan, Daniel L. Rubin:
Improved Patch-Based Automated Liver Lesion Classification by Separate Analysis of the Interior and Boundary Regions. IEEE J. Biomed. Health Informatics 20(6): 1585-1594 (2016) - 2015
- [j13]F. Edward Boas, Aya Kamaya, Bao H. Do, Terry S. Desser, Christopher F. Beaulieu, Shreyas S. Vasanawala, Gloria L. Hwang, Daniel Y. Sze:
Classification of Hypervascular Liver Lesions Based on Hepatic Artery and Portal Vein Blood Supply Coefficients Calculated from Triphasic CT Scans. J. Digit. Imaging 28(2): 213-223 (2015) - 2014
- [j12]Camille Kurtz, Christopher F. Beaulieu, Sandy Napel, Daniel L. Rubin:
A hierarchical knowledge-based approach for retrieving similar medical images described with semantic annotations. J. Biomed. Informatics 49: 227-244 (2014) - [j11]Camille Kurtz, Adrien Depeursinge, Sandy Napel, Christopher F. Beaulieu, Daniel L. Rubin:
On combining image-based and ontological semantic dissimilarities for medical image retrieval applications. Medical Image Anal. 18(7): 1082-1100 (2014) - [j10]Adrien Depeursinge, Camille Kurtz, Christopher F. Beaulieu, Sandy Napel, Daniel L. Rubin:
Predicting Visual Semantic Descriptive Terms From Radiological Image Data: Preliminary Results With Liver Lesions in CT. IEEE Trans. Medical Imaging 33(8): 1669-1676 (2014) - 2013
- [j9]Jessica S. Faruque, Daniel L. Rubin, Christopher F. Beaulieu, Sandy Napel:
Modeling Perceptual Similarity Measures in CT Images of Focal Liver Lesions. J. Digit. Imaging 26(4): 714-720 (2013) - 2012
- [j8]Jiajing Xu, Jessica S. Faruque, Christopher F. Beaulieu, Daniel L. Rubin, Sandy Napel:
A Comprehensive Descriptor of Shape: Method and Application to Content-Based Retrieval of Similar Appearing Lesions in Medical Images. J. Digit. Imaging 25(1): 121-128 (2012) - 2011
- [j7]Ceyhun Burak Akgül, Daniel L. Rubin, Sandy Napel, Christopher F. Beaulieu, Hayit Greenspan, Burak Acar:
Content-Based Image Retrieval in Radiology: Current Status and Future Directions. J. Digit. Imaging 24(2): 208-222 (2011) - [j6]Daniel Korenblum, Daniel L. Rubin, Sandy Napel, Cesar Rodriguez, Christopher F. Beaulieu:
Managing Biomedical Image Metadata for Search and Retrieval of Similar Images. J. Digit. Imaging 24(4): 739-748 (2011) - 2008
- [j5]Padma Sundaram, Afra Zomorodian, Christopher F. Beaulieu, Sandy Napel:
Colon polyp detection using smoothed shape operators: Preliminary results. Medical Image Anal. 12(2): 99-119 (2008) - 2007
- [j4]Ender Konukoglu, Burak Acar, David S. Paik, Christopher F. Beaulieu, Jarrett Rosenberg, Sandy Napel:
Polyp Enhancing Level Set Evolution of Colon Wall: Method and Pilot Study. IEEE Trans. Medical Imaging 26(12): 1649-1656 (2007) - 2004
- [j3]David S. Paik, Christopher F. Beaulieu, Geoffrey D. Rubin, Burak Acar, R. Brooke Jeffrey Jr., Judy Yee, Joyoni Dey, Sandy Napel:
Surface normal overlap: a computer-aided detection algorithm with application to colonic polyps and lung nodules in helical CT. IEEE Trans. Medical Imaging 23(6): 661-675 (2004) - 2002
- [j2]Burak Acar, Christopher F. Beaulieu, Salih Burak Göktürk, Carlo Tomasi, David S. Paik, R. Brooke Jeffrey Jr., Judy Yee, Sandy Napel:
Edge Displacement Field-Based Classification for Improved Detection of Polyps in CT Colonography. IEEE Trans. Medical Imaging 21(11): 1461-1467 (2002) - 2001
- [j1]Salih Burak Göktürk, Carlo Tomasi, Burak Acar, Christopher F. Beaulieu, David S. Paik, R. Brooke Jeffrey Jr., Judy Yee, Sandy Napel:
A Statistical 3D Pattern Processing Method for Computer Aided Detection of Polyps in CT Colonography. IEEE Trans. Medical Imaging 20(12): 1251-1260 (2001)
Conference and Workshop Papers
- 2015
- [c12]Camille Kurtz, Paul-André Idoux, Avinash Thangali, Florence Cloppet, Christopher F. Beaulieu, Daniel L. Rubin:
Semantic Retrieval of Radiological Images with Relevance Feedback. MRDM@ECIR 2015: 11-25 - [c11]Yixuan Yuan, Assaf Hoogi, Christopher F. Beaulieu, Max Q.-H. Meng, Daniel L. Rubin:
Weighted locality-constrained linear coding for lesion classification in CT images. EMBC 2015: 6362-6365 - 2014
- [c10]Camille Kurtz, Adrien Depeursinge, Christopher F. Beaulieu, Daniel L. Rubin:
A semantic framework for the retrieval of similar radiological images based on medical annotations. ICIP 2014: 2241-2245 - 2012
- [c9]Francisco Gimenez, Jiajing Xu, Yi Liu, Tiffany Ting Liu, Christopher F. Beaulieu, Daniel L. Rubin, Sandy Napel:
Automatic Annotation of Radiological Observations in Liver CT Images. AMIA 2012 - 2011
- [c8]Jessica S. Faruque, Daniel L. Rubin, Christopher F. Beaulieu, Jarrett Rosenberg, Aya Kamaya, Grace Tye, Sandy Napel, Ronald M. Summers:
A Scalable Reference Standard of Visual Similarity for a Content-Based Image Retrieval System. HISB 2011: 158-165 - [c7]Francisco Gimenez, Jiajing Xu, Yi Liu, Tiffany Ting Liu, Christopher F. Beaulieu, Daniel L. Rubin, Sandy Napel:
On the Feasibility of Predicting Radiological Observations from Computational Imaging Features of Liver Lesions in CT Scans. HISB 2011: 346-350 - 2008
- [c6]Daniel L. Rubin, Cesar Rodriguez, Priyanka Shah, Christopher F. Beaulieu:
iPad: Semantic Annotation and Markup of Radiological Images. AMIA 2008 - 2005
- [c5]Ender Konukoglu, Burak Acar, David S. Paik, Christopher F. Beaulieu, Sandy Napel:
Heat diffusion based detection of colonic polyps in CT colonography. EUSIPCO 2005: 1-4 - 2002
- [c4]Raghav Raman, Lalithakala Raman, Bhargav Raman, Garry Gold, Christopher F. Beaulieu:
Handheld access to radiology teaching files: an automated system for format conversion and content creation. Medical Imaging: Image-Guided Procedures 2002 - 2001
- [c3]Salih Burak Göktürk, Carlo Tomasi, Burak Acar, David S. Paik, Christopher F. Beaulieu, Sandy Napel:
A Learning Method for Automated Polyp Detection. MICCAI 2001: 85-93 - [c2]Burak Acar, Sandy Napel, David S. Paik, Salih Burak Göktürk, Carlo Tomasi, Christopher F. Beaulieu:
Using Optical Flow Fields for Polyp Detection in Virtual Colonoscopy. MICCAI 2001: 637-644 - 1996
- [c1]Ramin Shahidi, V. Argiro, Sandy Napel, L. Gray, H. Page McAdams, Geoffrey D. Rubin, Christopher F. Beaulieu, R. Brooke Jeffrey Jr., A. Johnson:
Assessment of Several Virtual Endoscopy Techniques Using Computed Tomography and Perspective Volume Rendering. VBC 1996: 521-528
Informal and Other Publications
- 2016
- [i1]Assaf Hoogi, Christopher F. Beaulieu, Guilherme M. Cunha, Elhamy Heba, Claude B. Sirlin, Sandy Napel, Daniel L. Rubin:
Adaptive Local Window for Level Set Segmentation of CT and MRI Liver Lesions. CoRR abs/1606.03765 (2016)
Coauthor Index
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