Geoffrey D. Rubin - researchr alias

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Viewing Publication 1 - 23 from 23

2022

Multi-label annotation of text reports from computed tomography of the chest, abdomen, and pelvis using deep learningVincent M. D'Anniballe, Fakrul Islam Tushar, Khrystyna Faryna, Songyue Han, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo. midm, 22(1):102, 2022. [doi]

Co-occurring diseases heavily influence the performance of weakly supervised learning models for classification of chest CTFakrul Islam Tushar, Vincent M. D'Anniballe, Geoffrey D. Rubin, Ehsan Samei, Joseph Y. Lo. micad 2022: [doi]

2021

Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumesRachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin. mia, 67:101857, 2021. [doi]

2020

2019

Combining deep learning methods and human knowledge to identify abnormalities in computed tomography (CT) reportsMatias Benitez, James Tian, Mark Kelly, Vignesh Selvakumaran, Matthew Phelan, Maciej A. Mazurowski, Joseph Y. Lo, Geoffrey D. Rubin, Ricardo Henao. micad 2019: [doi]

2.5D CNN model for detecting lung disease using weak supervisionYue Geng, Yinhao Ren, Rui Hou, Songyue Han, Geoffrey D. Rubin, Joseph Y. Lo. micad 2019: [doi]

Classifying abnormalities in computed tomography radiology reports with rule-based and natural language processing modelsSongyue Han, James Tian, Mark Kelly, Vignesh Selvakumaran, Ricardo Henao, Geoffrey D. Rubin, Joseph Y. Lo. micad 2019: [doi]

Classification of chest CT using case-level weak supervisionRuixiang Tang, Fakrul Islam Tushar, Songyue Han, Rui Hou, Geoffrey D. Rubin, Joseph Y. Lo. micad 2019: 1095017 [doi]

2013

Uncluttered Single-Image Visualization of Vascular Structures Using GPU and Integer ProgrammingJoong-Ho Won, Yongkweon Jeon, Jarrett Rosenberg, Sungroh Yoon, Geoffrey D. Rubin, Sandy Napel. tvcg, 19(1):81-93, 2013. [doi]

2011

Shape Break-and-Repair Strategy and Its Application to Automated Medical Image SegmentationJiantao Pu, David S. Paik, Xin Meng, Justus E. Roos, Geoffrey D. Rubin. tvcg, 17(1):115-124, 2011. [doi]

Automated Tracing of the Adventitial Contour of Aortoiliac and Peripheral Arterial Walls in CT Angiography (CTA) to Allow Calculation of Non-calcified Plaque BurdenBhargav Raman, Raghav Raman, Geoffrey D. Rubin, Sandy Napel. jdi, 24(6):1078-1086, 2011. [doi]

2009

Automated coronary CT angiography plaque-lumen segmentationHarvey E. Cline, Karthik Krishnan, Sandy Napel, Geoffrey D. Rubin, Wesley D. Turner, Ricardo S. Avila. micad 2009: 726003 [doi]

Thin client architecture in support of remote radiology learningFlorian F. Schmitzberger, Justus Roos, Sandy Napel, Geoffrey D. Rubin, David S. Paik. SAC 2009: 842-846 [doi]

2008

Adaptive border marching algorithm: Automatic lung segmentation on chest CT imagesJiantao Pu, Justus E. Roos, Chin A. Yi, Sandy Napel, Geoffrey D. Rubin, David S. Paik. cmig, 32(6):452-462, 2008. [doi]

Learning-enhanced simulated annealing: method, evaluation, and application to lung nodule registrationShaohua Sun, Feng Zhuge, Jarrett Rosenberg, Robert M. Steiner, Geoffrey D. Rubin, Sandy Napel. apin, 28(1):83-99, 2008. [doi]

2006

Fully Automated System for Three-Dimensional Bronchial Morphology Analysis Using Volumetric Multidetector Computed Tomography of the ChestRaman Venkatraman, Raghav Raman, Bhargav Raman, Richard B. Moss, Geoffrey D. Rubin, Lawrence H. Mathers, Terry E. Robinson. jdi, 19(2):132-139, 2006. [doi]

Flattening the Abdominal Aortic Tree for Effective VisualizationJoong-Ho Won, Geoffrey D. Rubin, Sandy Napel. embc 2006: 3345-3348 [doi]

2004

Surface normal overlap: a computer-aided detection algorithm with application to colonic polyps and lung nodules in helical CTDavid S. Paik, Christopher F. Beaulieu, Geoffrey D. Rubin, Burak Acar, R. Brooke Jeffrey Jr., Judy Yee, Joyoni Dey, Sandy Napel. tmi, 23(6):661-675, 2004. [doi]

2000

Medical Image Segmentation Using Analysis of Isolabel-Contour MapsSmadar Shiffman, Geoffrey D. Rubin, Sandy Napel. tmi, 19(11):1064-1074, 2000.

1999

Longitudinal Sampling and Aliasing in Spiral CTShin Yi Yen, Chye Hwang Yan, Geoffrey D. Rubin, Sandy Napel. tmi, 18(18):43-58, 1999.

1996

Assessment of Several Virtual Endoscopy Techniques Using Computed Tomography and Perspective Volume RenderingRamin Shahidi, V. Argiro, Sandy Napel, L. Gray, H. P. McAdams, Geoffrey D. Rubin, Christopher F. Beaulieu, R. Brooke Jeffrey Jr., A. Johnson. vbc 1996: 521-528

Fast Sliding Thin Slab Volume VisualizationShin Yi Yen, Sandy Napel, Geoffrey D. Rubin. vvs 1996: 79-86 [doi]

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1996

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