Christopher F. Beaulieu

32 papers A 2B 1Misc 1Journal 21Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deep Learning for Automated Classification of Hip Hardware on Radiographs. J. Imaging Inform. Medicine Yuntong Ma, Justin L. Bauer, Acacia H. Yoon, Christopher F. Beaulieu, Luke Yoon, Bao H. Do, Charles X. Fang
2022	J	`jnl`	Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports. J. Digit. Imaging 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
2018	J	`jnl`	Relevance feedback for enhancing content based image retrieval and automatic prediction of semantic image features: Application to bone tumor radiographs. J. Biomed. Informatics Imon Banerjee, Camille Kurtz, Alon Edward Devorah, Bao H. Do, Daniel L. Rubin, Christopher F. Beaulieu
2017	J	`jnl`	Adaptive local window for level set segmentation of CT and MRI liver lesions. Medical Image Anal. Assaf Hoogi, Christopher F. Beaulieu, Guilherme M. Cunha, Elhamy Heba, Claude B. Sirlin, Sandy Napel, Daniel L. Rubin
2017	J	`jnl`	Bone Tumor Diagnosis Using a Naïve Bayesian Model of Demographic and Radiographic Features. J. Digit. Imaging Bao H. Do, Curtis P. Langlotz, Christopher F. Beaulieu
2017	J	`jnl`	Computerized Prediction of Radiological Observations Based on Quantitative Feature Analysis: Initial Experience in Liver Lesions. J. Digit. Imaging Imon Banerjee, Christopher F. Beaulieu, Daniel L. Rubin
2016	J	`jnl`	Adaptive Local Window for Level Set Segmentation of CT and MRI Liver Lesions. CoRR Assaf Hoogi, Christopher F. Beaulieu, Guilherme M. Cunha, Elhamy Heba, Claude B. Sirlin, Sandy Napel, Daniel L. Rubin
2016	J	`jnl`	Improved Patch-Based Automated Liver Lesion Classification by Separate Analysis of the Interior and Boundary Regions. IEEE J. Biomed. Health Informatics Idit Diamant, Assaf Hoogi, Christopher F. Beaulieu, Mustafa Safdari, Eyal Klang, Michal Amitai, Hayit Greenspan, Daniel L. Rubin
2015	J	`jnl`	Classification of Hypervascular Liver Lesions Based on Hepatic Artery and Portal Vein Blood Supply Coefficients Calculated from Triphasic CT Scans. J. Digit. Imaging F. Edward Boas, Aya Kamaya, Bao H. Do, Terry S. Desser, Christopher F. Beaulieu, Shreyas S. Vasanawala, Gloria L. Hwang, Daniel Y. Sze
2015	—	`conf`	Semantic Retrieval of Radiological Images with Relevance Feedback. MRDM@ECIR Camille Kurtz, Paul-André Idoux, Avinash Thangali, Florence Cloppet, Christopher F. Beaulieu, Daniel L. Rubin
2015	—	`conf`	Weighted locality-constrained linear coding for lesion classification in CT images. EMBC Yixuan Yuan, Assaf Hoogi, Christopher F. Beaulieu, Max Q.-H. Meng, Daniel L. Rubin
2014	J	`jnl`	A hierarchical knowledge-based approach for retrieving similar medical images described with semantic annotations. J. Biomed. Informatics Camille Kurtz, Christopher F. Beaulieu, Sandy Napel, Daniel L. Rubin
2014	B	`conf`	A semantic framework for the retrieval of similar radiological images based on medical annotations. ICIP Camille Kurtz, Adrien Depeursinge, Christopher F. Beaulieu, Daniel L. Rubin
2014	J	`jnl`	On combining image-based and ontological semantic dissimilarities for medical image retrieval applications. Medical Image Anal. Camille Kurtz, Adrien Depeursinge, Sandy Napel, Christopher F. Beaulieu, Daniel L. Rubin
2014	J	`jnl`	Predicting Visual Semantic Descriptive Terms From Radiological Image Data: Preliminary Results With Liver Lesions in CT. IEEE Trans. Medical Imaging Adrien Depeursinge, Camille Kurtz, Christopher F. Beaulieu, Sandy Napel, Daniel L. Rubin
2013	J	`jnl`	Modeling Perceptual Similarity Measures in CT Images of Focal Liver Lesions. J. Digit. Imaging Jessica S. Faruque, Daniel L. Rubin, Christopher F. Beaulieu, Sandy Napel
2012	J	`jnl`	A Comprehensive Descriptor of Shape: Method and Application to Content-Based Retrieval of Similar Appearing Lesions in Medical Images. J. Digit. Imaging Jiajing Xu, Jessica S. Faruque, Christopher F. Beaulieu, Daniel L. Rubin, Sandy Napel
2012	Misc	`conf`	Automatic Annotation of Radiological Observations in Liver CT Images. AMIA Francisco Gimenez, Jiajing Xu, Yi Liu, Tiffany Ting Liu, Christopher F. Beaulieu, Daniel L. Rubin, Sandy Napel
2011	—	`conf`	A Scalable Reference Standard of Visual Similarity for a Content-Based Image Retrieval System. HISB Jessica S. Faruque, Daniel L. Rubin, Christopher F. Beaulieu, Jarrett Rosenberg, Aya Kamaya, Grace Tye, Sandy Napel, Ronald M. Summers
2011	J	`jnl`	Content-Based Image Retrieval in Radiology: Current Status and Future Directions. J. Digit. Imaging Ceyhun Burak Akgül, Daniel L. Rubin, Sandy Napel, Christopher F. Beaulieu, Hayit Greenspan, Burak Acar
2011	J	`jnl`	Managing Biomedical Image Metadata for Search and Retrieval of Similar Images. J. Digit. Imaging Daniel Korenblum, Daniel L. Rubin, Sandy Napel, Cesar Rodriguez, Christopher F. Beaulieu
2011	—	`conf`	On the Feasibility of Predicting Radiological Observations from Computational Imaging Features of Liver Lesions in CT Scans. HISB Francisco Gimenez, Jiajing Xu, Yi Liu, Tiffany Ting Liu, Christopher F. Beaulieu, Daniel L. Rubin, Sandy Napel
2008	J	`jnl`	Colon polyp detection using smoothed shape operators: Preliminary results. Medical Image Anal. Padma Sundaram, Afra Zomorodian, Christopher F. Beaulieu, Sandy Napel
2007	J	`jnl`	Polyp Enhancing Level Set Evolution of Colon Wall: Method and Pilot Study. IEEE Trans. Medical Imaging Ender Konukoglu, Burak Acar, David S. Paik, Christopher F. Beaulieu, Jarrett Rosenberg, Sandy Napel
2005	—	`conf`	Heat diffusion based detection of colonic polyps in CT colonography. EUSIPCO Ender Konukoglu, Burak Acar, David S. Paik, Christopher F. Beaulieu, Sandy Napel
2004	J	`jnl`	Surface normal overlap: a computer-aided detection algorithm with application to colonic polyps and lung nodules in helical CT. IEEE Trans. Medical Imaging David S. Paik, Christopher F. Beaulieu, Geoffrey D. Rubin, Burak Acar, R. Brooke Jeffrey Jr., Judy Yee, Joyoni Dey, Sandy Napel
2002	J	`jnl`	Edge Displacement Field-Based Classification for Improved Detection of Polyps in CT Colonography. IEEE Trans. Medical Imaging Burak Acar, Christopher F. Beaulieu, Salih Burak Göktürk, Carlo Tomasi, David S. Paik, R. Brooke Jeffrey Jr., Judy Yee, Sandy Napel
2002	—	`conf`	Handheld access to radiology teaching files: an automated system for format conversion and content creation. Image-Guided Procedures Raghav Raman, Lalithakala Raman, Bhargav Raman, Garry Gold, Christopher F. Beaulieu
2001	A	`conf`	A Learning Method for Automated Polyp Detection. MICCAI Salih Burak Göktürk, Carlo Tomasi, Burak Acar, David S. Paik, Christopher F. Beaulieu, Sandy Napel
2001	J	`jnl`	A Statistical 3D Pattern Processing Method for Computer Aided Detection of Polyps in CT Colonography. IEEE Trans. Medical Imaging Salih Burak Göktürk, Carlo Tomasi, Burak Acar, Christopher F. Beaulieu, David S. Paik, R. Brooke Jeffrey Jr., Judy Yee, Sandy Napel
2001	A	`conf`	Using Optical Flow Fields for Polyp Detection in Virtual Colonoscopy. MICCAI Burak Acar, Sandy Napel, David S. Paik, Salih Burak Göktürk, Carlo Tomasi, Christopher F. Beaulieu
1996	—	`conf`	Assessment of Several Virtual Endoscopy Techniques Using Computed Tomography and Perspective Volume Rendering. VBC Ramin Shahidi, V. Argiro, Sandy Napel, L. Gray, H. Page McAdams, Geoffrey D. Rubin, Christopher F. Beaulieu, R. Brooke Jeffrey Jr., A. Johnson