Jonathan G. Goldin

52 papers A* 1B 12C 1Misc 2Journal 14Unranked 22

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	3D patch-based CNN for fissure segmentation on CT images to quantitatively assess fissure integrity and evaluate emphysema patients for endobronchial valve treatment. Computer-Aided Diagnosis Dallas K. Tada, Pangyu Teng, Michael F. McNitt-Gray, Grace H. Kim, Matthew S. Brown, Jonathan G. Goldin, Kalyani Vyapari, Ashley Banola
2023	C	`conf`	Implementing Trustworthy AI in Real-world Medical Imaging using the SimpleMind Software Environment. NeSy Matthew S. Brown, M. Wasil Wahi-Anwar, Youngwon Choi, Morgan Daly, Liza Shrestha, Koon-Pong Wong, Jonathan G. Goldin, Dieter R. Enzmann
2022	J	`jnl`	Automatic triangulated mesh generation of pulmonary airways from segmented lung 3DCTs for computational fluid dynamics. Int. J. Comput. Assist. Radiol. Surg. Michael Lauria, Kamal Singhrao, Brad Stiehl, Daniel Low, Jonathan G. Goldin, Igor Barjaktarevic, Anand P. Santhanam
2021	—	`conf`	A quantitative prediction of the post-operative lobectomy lung physiology using a GPU-based linear elastic lung biomechanics model and a constrained generative adversarial learning approach. Image-Guided Procedures Anand P. Santhanam, Brad Stiehl, Michael Lauria, Igor Barjaktarevic, Jonathan G. Goldin, Jane Yanagawa, Daniel Low
2021	—	`conf`	An automatic diagnosis of idiopathic pulmonary fibrosis (IPF) using domain knowledge-guided attention models in HRCT images. Computer-Aided Diagnosis Wenxi Yu, Hua Zhou, Youngwon Choi, Jonathan G. Goldin, Pangyu Teng, Hyun J. Grace Kim
2021	—	`conf`	Mga-Net: Multi-Scale Guided Attention Models for an Automated Diagnosis of Idiopathic Pulmonary Fibrosis (IPF). ISBI Wenxi Yu, Hua Zhou, Youngwon Choi, Jonathan G. Goldin, Hyun J. Grace Kim
2021	J	`jnl`	Scalable quorum-based deep neural networks with adversarial learning for automated lung lobe segmentation in fast helical free-breathing CTs. Int. J. Comput. Assist. Radiol. Surg. Brad Stiehl, Michael Lauria, Kamal Singhrao, Jonathan G. Goldin, Igor Barjaktarevic, Daniel Low, Anand P. Santhanam
2020	A*	`conf`	Domain Knowledge-Assisted Automatic Diagnosis of Idiopathic Pulmonary Fibrosis (IPF) Using High Resolution Computed Tomography (HRCT) (Student Abstract). AAAI Wenxi Yu, Hua Zhou, Jonathan G. Goldin, Hyun J. Grace Kim
2019	J	`jnl`	Prediction of progression in idiopathic pulmonary fibrosis using CT scans at baseline: A quantum particle swarm optimization - Random forest approach. Artif. Intell. Medicine Yu Shi, Weng Kee Wong, Jonathan G. Goldin, Matthew S. Brown, Hyun J. Grace Kim
2018	—	`conf`	High Throughput Lung and Lobar Segmentation by 2D and 3D CNN on Chest CT with Diffuse Lung Disease. RAMBO+BIA+TIA@MICCAI Xiaoyong Wang, Pangyu Teng, Pechin Lo, Ashley Banola, Grace H. Kim, Fereidoun Abtin, Jonathan G. Goldin, Matthew S. Brown
2016	—	`conf`	A machine learning approach for classification of anatomical coverage in CT. Computer-Aided Diagnosis Xiaoyong Wang, Pechin Lo, Bharath Ramakrishna, Jonathan G. Goldin, Matthew S. Brown
2016	J	`jnl`	Robustness-Driven Feature Selection in Classification of Fibrotic Interstitial Lung Disease Patterns in Computed Tomography Using 3D Texture Features. IEEE Trans. Medical Imaging Daniel Y. Chong, Hyun J. Kim, Pechin Lo, Stefano Young, Michael F. McNitt-Gray, Fereidoun Abtin, Jonathan G. Goldin, Matthew S. Brown
2014	—	`conf`	Bone Tumor Segmentation on Bone Scans Using Context Information and Random Forests. MICCAI (1) Gregory H. Chu, Pechin Lo, Bharath Ramakrishna, Hyun J. Kim, Darren Morris, Jonathan G. Goldin, Matthew S. Brown
2013	B	`conf`	Automated segmentation of pulmonary lobes in chest CT scans using evolving surfaces. Image Processing Pechin Lo, Eva M. van Rikxoort, Fereidoun Abtin, Shama Ahmad, Arash Ordookhani, Jonathan G. Goldin, Matthew S. Brown
2013	—	`conf`	Preliminary results of automated removal of degenerative joint disease in bone scan lesion segmentation. Computer-Aided Diagnosis Gregory H. Chu, Pechin Lo, Hyun J. Kim, Martin Auerbach, Jonathan G. Goldin, Keith Henkel, Ashley Banola, Darren Morris, Heidi Coy, Matthew S. Brown
2012	—	`conf`	An improved automatic computer aided tube detection and labeling system on chest radiographs. Computer-Aided Diagnosis Bharath Ramakrishna, Matthew S. Brown, Jonathan G. Goldin, Christopher Cagnon, Dieter R. Enzmann
2012	—	`conf`	Automated segmentation of tumors on bone scans using anatomy-specific thresholding. Computer-Aided Diagnosis Gregory H. Chu, Pechin Lo, Hyun J. Kim, Peiyun Lu, Bharath Ramakrishna, David Gjertson, Cheryce Poon, Martin Auerbach, Jonathan G. Goldin, Matthew S. Brown
2011	—	`conf`	Catheter detection and classification on chest radiographs: an automated prototype computer-aided detection (CAD) system for radiologists. Computer-Aided Diagnosis Bharath Ramakrishna, Matthew S. Brown, Jonathan G. Goldin, Chris Cagnon, Dieter R. Enzmann
2011	—	`conf`	Classification of pulmonary emphysema from chest CT scans using integral geometry descriptors. Computer-Aided Diagnosis Eva M. van Rikxoort, Jonathan G. Goldin, Maya Galperin-Aizenberg, Matthew S. Brown
2011	B	`conf`	Confidence-based ensemble for GBM brain tumor segmentation. Image Processing Jing Huo, Eva M. van Rikxoort, Kazunori Okada, Hyun J. Kim, Whitney B. Pope, Jonathan G. Goldin, Matthew S. Brown
2011	—	`conf`	Scan-rescan reproducibility of CT densitometric measures of emphysema. Computer-Aided Diagnosis Daniel Y. Chong, Eva M. van Rikxoort, H. J. Kim, Jonathan G. Goldin, Matthew S. Brown
2010	—	`conf`	Interactively learning a patient specific K-nearest neighbor classifier based on confidence weighted samples. ISBI Eva M. van Rikxoort, Jonathan G. Goldin, Bram van Ginneken, Maya Galperin-Aizenberg, Chiayi Ni, Matthew S. Brown
2009	J	`jnl`	CADrx for GBM Brain Tumors: Predicting Treatment Response from Changes in Diffusion-Weighted MRI. Algorithms Jing Huo, Kazunori Okada, Hyun J. Kim, Whitney B. Pope, Jonathan G. Goldin, Jeffrey R. Alger, Matthew S. Brown
2009	—	`conf`	Histogram-based classification with Gaussian mixture modeling for GBM tumor treatment response using ADC map. Computer-Aided Diagnosis Jing Huo, Hyun J. Kim, Whitney B. Pope, Kazunori Okada, Jeffrey R. Alger, Yang Wang, Jonathan G. Goldin, Matthew S. Brown
2009	J	`jnl`	Reproducibility of Laplacian Wall Thickness Measurements of the Gallbladder with Varying CT Slice Thickness. J. Signal Process. Syst. Mithun N. Prasad, Matthew S. Brown, Chiayi Ni, Daniel Margolis, Michael Douek, Sundaresan Raman, David Lu, Jonathan G. Goldin, Simon K. Warfield
2009	—	`conf`	The effect of CT technical factors on quantification of lung fissure integrity. Computer-Aided Diagnosis Daniel Y. Chong, Matthew S. Brown, Robert A. Ochs, Fereidoun Abtin, M. Brown, Arash Ordookhani, G. Shaw, Hyun J. Kim, David Gjertson, Jonathan G. Goldin
2008	—	`conf`	Automatic segmentation of lung parenchyma based on curvature of ribs using HRCT images in scleroderma studies. Computer-Aided Diagnosis Mithun N. Prasad, Matthew S. Brown, Shana Ahmad, Fereidoun Abtin, J. Allen, Irene Da Costa, Hyun J. Kim, Michael F. McNitt-Gray, Jonathan G. Goldin
2008	—	`conf`	Computer aided detection of endobronchial valves. Computer-Aided Diagnosis Robert A. Ochs, Jonathan G. Goldin, Fereidoun Abtin, Raffi Ghurabi, Ajay Rao, Shama Ahmad, Irene Da Costa, Matthew S. Brown
2007	J	`jnl`	Automated classification of lung bronchovascular anatomy in CT using AdaBoost. Medical Image Anal. Robert A. Ochs, Jonathan G. Goldin, Fereidoun Abtin, Hyun J. Kim, Kathleen Brown, Poonam Batra, Donald Roback, Michael F. McNitt-Gray, Matthew S. Brown
2007	J	`jnl`	CAD in clinical trials: Current role and architectural requirements. Comput. Medical Imaging Graph. Matthew S. Brown, Michael F. McNitt-Gray, Richard C. Pais, Sumit K. Shah, Peiyuan Qing, Irene Da Costa, Denise R. Aberle, Jonathan G. Goldin
2007	—	`conf`	Computer-aided characterization of solitary pulmonary nodules (SPNs) using structural 3D, texture, and functional dynamic contrast features. Computer-Aided Diagnosis Yang Wang, Michael F. McNitt-Gray, Sumit K. Shah, Jonathan G. Goldin, Matthew S. Brown, Denise R. Aberle
2007	—	`conf`	Differentiating solitary pulmonary nodules (SPNs) with 3D shape features. Computer-Aided Diagnosis Yang Wang, Michael F. McNitt-Gray, Matthew S. Brown, Jonathan G. Goldin, Haiming Zhao, Denise R. Aberle
2007	B	`conf`	Multiscale shape features for classification of bronchovascular anatomy in CT using AdaBoost. Image Processing Robert A. Ochs, Jonathan G. Goldin, Fereidoun Abtin, Hyun J. Kim, Kathleen Brown, Poonam Batra, Donald Roback, Michael F. McNitt-Gray, Matthew S. Brown
2006	B	`conf`	The influence of CT dose and reconstruction parameters on automated detection of small pulmonary nodules. Image Processing Robert A. Ochs, Erin Angel, Kirsten L. Boedeker, Iva Petkovska, Christoph Panknin, Jonathan G. Goldin, Denise R. Aberle, Michael F. McNitt-Gray, Matthew S. Brown
2005	B	`conf`	A probabilistic model for predicting diameters of lung airways. Image Processing Spencer Yuen, Matthew S. Brown, Sumit Shah, Hyun J. Kim, Sarinnapha Vasunilashorn, Eric Kleerup, Jonathan G. Goldin
2005	J	`jnl`	Database design and implementation for quantitative image analysis research. IEEE Trans. Inf. Technol. Biomed. Matthew S. Brown, Sumit K. Shah, Richard C. Pais, Yeng-Zhong Lee, Michael F. McNitt-Gray, Jonathan G. Goldin, Alfonso F. Cardenas, Denise R. Aberle
2005	B	`conf`	Solitary pulmonary nodule characterization on CT by use of contrast enhancement maps. Image Processing Sumit K. Shah, Michael F. McNitt-Gray, Iva Petkovska, Hyun Jun Kim, Kheshini R. DeZoysa, Jonathan G. Goldin, Robert D. Suh, Denise R. Aberle
2004	—	`conf`	Computer-aided lung nodule diagnosis using a simple classifier. CARS Sumit K. Shah, Michael F. McNitt-Gray, Sarah Rogers, Jonathan G. Goldin, Denise R. Aberle, Robert D. Suh, Kheshini R. DeZoysa, Matthew S. Brown
2001	J	`jnl`	Application of Information Technology: Problem-oriented Prefetching for an Integrated Clinical Imaging Workstation. J. Am. Medical Informatics Assoc. Alex A. T. Bui, Michael F. McNitt-Gray, Jonathan G. Goldin, Alfonso F. Cardenas, Denise R. Aberle
2001	B	`conf`	Computer-aided diagnosis of the solitary pulmonary nodule imaged on CT: 2D, 3D, and contrast enhancement features. Image Processing Michael F. McNitt-Gray, Nathaniel Wyckoff, Jonathan G. Goldin, Robert D. Suh, James W. Sayre, Denise R. Aberle
2001	J	`jnl`	Patient-Specific Models for Lung Nodule Detection and Survellience in CT Images. IEEE Trans. Medical Imaging Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Robert D. Suh, James W. Sayre, Denise R. Aberle
2001	B	`conf`	Patient-specific models for lung nodule detection and surveillance in CT images. Image Processing Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Robert D. Suh, Denise R. Aberle
2000	B	`conf`	Classification of solitary pulmonary nodules (SPNs) imaged on high-resolution CT using contrast enhancement and three-dimensional quantitative image features. Image Processing Nathaniel Wyckoff, Michael F. McNitt-Gray, Jonathan G. Goldin, Robert D. Suh, James W. Sayre, Denise R. Aberle
1999	J	`jnl`	Computed radiography dual energy subtraction: Performance evaluation when detecting low-contrast lung nodules in an anthropomorphic phantom. J. Digit. Imaging Carolyn Kimme-Smith, Donna Lynn Davis, Michael F. McNitt-Gray, Jonathan G. Goldin, Eric M. Hart, Poonam Batra, Timothy D. Johnson
1999	Misc	`conf`	TimeLine: A Multimedia, Problem-Centric Visualization of Patient Records. AMIA Alex A. T. Bui, Denise R. Aberle, Jonathan G. Goldin, Michael F. McNitt-Gray, Alfonso F. Cardenas, Eric Kleerup, Osman Ratib
1998	B	`conf`	Application of image analysis techniques to distinguish benign from malignant solitary pulmonary nodules imaged on CT. Image Processing Michael F. McNitt-Gray, Eric M. Hart, Nathaniel Wyckoff, James W. Sayre, Jonathan G. Goldin, Denise R. Aberle
1998	B	`conf`	Extensible knowledge-based architecture for segmenting CT data. Image Processing Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Denise R. Aberle
1998	Misc	`conf`	The evolution of an integrated timeline for oncology patient healthcare. AMIA Alex A. T. Bui, Denise R. Aberle, Michael F. McNitt-Gray, Alfonso F. Cardenas, Jonathan G. Goldin
1997	—	`conf`	An extensible knowledge-based architecture for segmenting computed tomography images. ICIP (3) Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Denise R. Aberle
1997	J	`jnl`	Methods for Segmenting Chest CT Image Data Using an Anatomical Model: Preliminary Results. IEEE Trans. Medical Imaging Matthew S. Brown, Michael F. McNitt-Gray, Nicholas J. Mankovich, Jonathan G. Goldin, John Hiller, Laurence S. Wilson, Denise R. Aberle
1996	J	`jnl`	A concept-based retrieval system for thoracic radiology. J. Digit. Imaging Ricky K. Taira, David B. Johnson, Vikas Bhushan, Monica Rivera, Clement Wong, Lujia Huang, Denise R. Aberle, Melanie Greaves, Jonathan G. Goldin
1996	B	`conf`	Pattern classification approach to characterizing solitary pulmonary nodules imaged on high-resolution computed tomography. Image Processing Michael F. McNitt-Gray, Eric M. Hart, Jonathan G. Goldin, Chih-Wei Yao, Denise R. Aberle