Geoffrey D. Rubin

34 papers Misc 1Journal 21Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning to Diagnose Privately: DP-Powered LLMs for Radiology Report Classification. IEEE Access Payel Bhattacharjee, Fengwei Tian, Geoffrey D. Rubin, Joseph Y. Lo, Nirav C. Merchant, Heidi A. Hanson, John Gounley, Ravi Tandon
2026	J	`jnl`	Organ-Aware Attention Improves CT Triage and Classification. CoRR Lavsen Dahal, Yubraj Bhandari, Geoffrey D. Rubin, Joseph Y. Lo
2026	—	`conf`	STAMP: Selective Task-Aware Mechanism for Text Privacy. EACL (Volume 1: Long Papers) Fengwei Tian, Payel Bhattacharjee, Heidi A. Hanson, Geoffrey D. Rubin, Joseph Y. Lo, Ravi Tandon
2026	J	`jnl`	STAMP: Selective Task-Aware Mechanism for Text Privacy. CoRR Fengwei Tian, Payel Bhattacharjee, Heidi A. Hanson, Geoffrey D. Rubin, Joseph Y. Lo, Ravi Tandon
2025	J	`jnl`	Evaluating Large Language Models for Zero-Shot Disease Labeling in CT Radiology Reports Across Organ Systems. CoRR Michael E. Garcia-Alcoser, Mobina Ghojogh Nejad, Fakrul Islam Tushar, David Kim, Kyle J. Lafata, Geoffrey D. Rubin, Joseph Y. Lo
2025	J	`jnl`	Learning to Diagnose Privately: DP-Powered LLMs for Radiology Report Classification. CoRR Payel Bhattacharjee, Fengwei Tian, Ravi Tandon, Joseph Y. Lo, Heidi A. Hanson, Geoffrey D. Rubin, Nirav C. Merchant, John Gounley
2024	J	`jnl`	What limits performance of weakly supervised deep learning for chest CT classification? CoRR Fakrul Islam Tushar, Vincent M. D'Anniballe, Geoffrey D. Rubin, Joseph Y. Lo
2022	—	`conf`	Co-occurring diseases heavily influence the performance of weakly supervised learning models for classification of chest CT. Computer-Aided Diagnosis Fakrul Islam Tushar, Vincent M. D'Anniballe, Geoffrey D. Rubin, Ehsan Samei, Joseph Y. Lo
2022	J	`jnl`	Multi-label annotation of text reports from computed tomography of the chest, abdomen, and pelvis using deep learning. BMC Medical Informatics Decis. Mak. Vincent M. D'Anniballe, Fakrul Islam Tushar, Khrystyna Faryna, Songyue Han, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
2021	J	`jnl`	Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes. Medical Image Anal. Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin
2021	J	`jnl`	Multi-Label Annotation of Chest Abdomen Pelvis Computed Tomography Text Reports Using Deep Learning. CoRR Vincent M. D'Anniballe, Fakrul Islam Tushar, Khrystyna Faryna, Songyue Han, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
2020	—	`conf`	Attention-guided classification of abnormalities in semi-structured computed tomography reports. Computer-Aided Diagnosis Khrystyna Faryna, Fakrul Islam Tushar, Vincent M. D'Anniballe, Rui Hou, Geoffrey D. Rubin, Joseph Y. Lo
2020	J	`jnl`	Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes. CoRR Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin
2020	J	`jnl`	Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features. CoRR Anindo Saha, Fakrul Islam Tushar, Khrystyna Faryna, Vincent M. D'Anniballe, Rui Hou, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
2020	J	`jnl`	Weakly Supervised Multi-Organ Multi-Disease Classification of Body CT Scans. CoRR Fakrul Islam Tushar, Vincent M. D'Anniballe, Rui Hou, Maciej A. Mazurowski, Wanyi Fu, Ehsan Samei, Geoffrey D. Rubin, Joseph Y. Lo
2020	—	`conf`	Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features. Computer-Aided Diagnosis Anindo Saha, Fakrul Islam Tushar, Khrystyna Faryna, Vincent M. D'Anniballe, Rui Hou, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
2019	—	`conf`	2.5D CNN model for detecting lung disease using weak supervision. Computer-Aided Diagnosis Yue Geng, Yinhao Ren, Rui Hou, Songyue Han, Geoffrey D. Rubin, Joseph Y. Lo
2019	—	`conf`	Classification of chest CT using case-level weak supervision. Computer-Aided Diagnosis Ruixiang Tang, Fakrul Islam Tushar, Songyue Han, Rui Hou, Geoffrey D. Rubin, Joseph Y. Lo
2019	—	`conf`	Classifying abnormalities in computed tomography radiology reports with rule-based and natural language processing models. Computer-Aided Diagnosis Songyue Han, James Tian, Mark Kelly, Vignesh Selvakumaran, Ricardo Henao, Geoffrey D. Rubin, Joseph Y. Lo
2019	—	`conf`	Combining deep learning methods and human knowledge to identify abnormalities in computed tomography (CT) reports. Computer-Aided Diagnosis Matias Benitez, James Tian, Mark Kelly, Vignesh Selvakumaran, Matthew Phelan, Maciej A. Mazurowski, Joseph Y. Lo, Geoffrey D. Rubin, Ricardo Henao
2013	J	`jnl`	Uncluttered Single-Image Visualization of Vascular Structures Using GPU and Integer Programming. IEEE Trans. Vis. Comput. Graph. Joong-Ho Won, Yongkweon Jeon, Jarrett Rosenberg, Sungroh Yoon, Geoffrey D. Rubin, Sandy Napel
2011	J	`jnl`	Automated Tracing of the Adventitial Contour of Aortoiliac and Peripheral Arterial Walls in CT Angiography (CTA) to Allow Calculation of Non-calcified Plaque Burden. J. Digit. Imaging Bhargav Raman, Raghav Raman, Geoffrey D. Rubin, Sandy Napel
2011	J	`jnl`	Shape "Break-and-Repair" Strategy and Its Application to Automated Medical Image Segmentation. IEEE Trans. Vis. Comput. Graph. Jiantao Pu, David S. Paik, Xin Meng, Justus E. Roos, Geoffrey D. Rubin
2009	—	`conf`	Automated coronary CT angiography plaque-lumen segmentation. Computer-Aided Diagnosis Harvey E. Cline, Karthik Krishnan, Sandy Napel, Geoffrey D. Rubin, Wesley D. Turner, Ricardo S. Avila
2009	Misc	`conf`	Thin client architecture in support of remote radiology learning. SAC Florian F. Schmitzberger, Justus E. Roos, Sandy Napel, Geoffrey D. Rubin, David S. Paik
2008	J	`jnl`	Adaptive border marching algorithm: Automatic lung segmentation on chest CT images. Comput. Medical Imaging Graph. Jiantao Pu, Justus E. Roos, Chin A. Yi, Sandy Napel, Geoffrey D. Rubin, David S. Paik
2008	J	`jnl`	Learning-enhanced simulated annealing: method, evaluation, and application to lung nodule registration. Appl. Intell. Shaohua Sun, Feng Zhuge, Jarrett Rosenberg, Robert M. Steiner, Geoffrey D. Rubin, Sandy Napel
2006	—	`conf`	Flattening the Abdominal Aortic Tree for Effective Visualization. EMBC Joong-Ho Won, Geoffrey D. Rubin, Sandy Napel
2006	J	`jnl`	Fully Automated System for Three-Dimensional Bronchial Morphology Analysis Using Volumetric Multidetector Computed Tomography of the Chest. J. Digit. Imaging Raman Venkatraman, Raghav Raman, Bhargav Raman, Richard B. Moss, Geoffrey D. Rubin, Lawrence H. Mathers, Terry E. Robinson
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
2000	J	`jnl`	Medical Image Segmentation Using Analysis of Isolabel-Contour Maps. IEEE Trans. Medical Imaging Smadar Shiffman, Geoffrey D. Rubin, Sandy Napel
1999	J	`jnl`	Longitudinal Sampling and Aliasing in Spiral CT. IEEE Trans. Medical Imaging Shin Yi Yen, Chye Hwang Yan, Geoffrey D. Rubin, Sandy Napel
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
1996	—	`conf`	Fast Sliding Thin Slab Volume Visualization. VVS Shin Yi Yen, Sandy Napel, Geoffrey D. Rubin