Jonathan G. Goldin

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 12

Top Topics

Domain Knowledge

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Int. J. Comput. Assist. Radiol. Surg.

Artif. Intell. Medicine

Publications

Dallas K. Tada, Pangyu Teng, Michael F. McNitt-Gray, Grace H. Kim, Matthew S. Brown, Jonathan G. Goldin, Kalyani Vyapari, Ashley Banola
3D patch-based CNN for fissure segmentation on CT images to quantitatively assess fissure integrity and evaluate emphysema patients for endobronchial valve treatment. Medical Imaging: Computer-Aided Diagnosis (2023)
Matthew S. Brown, M. Wasil Wahi-Anwar, Youngwon Choi, Morgan Daly, Liza Shrestha, Koon-Pong Wong, Jonathan G. Goldin, Dieter R. Enzmann
Implementing Trustworthy AI in Real-world Medical Imaging using the SimpleMind Software Environment. NeSy (2023)
Michael Lauria, Kamal Singhrao, Brad Stiehl, Daniel Low, Jonathan G. Goldin, Igor Barjaktarevic, Anand P. Santhanam
Automatic triangulated mesh generation of pulmonary airways from segmented lung 3DCTs for computational fluid dynamics. Int. J. Comput. Assist. Radiol. Surg. 17 (1) (2022)
Anand P. Santhanam, Brad Stiehl, Michael Lauria, Igor Barjaktarevic, Jonathan G. Goldin, Jane Yanagawa, Daniel Low
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. Medical Imaging: Image-Guided Procedures (2021)
Wenxi Yu, Hua Zhou, Youngwon Choi, Jonathan G. Goldin, Hyun J. Grace Kim
Mga-Net: Multi-Scale Guided Attention Models for an Automated Diagnosis of Idiopathic Pulmonary Fibrosis (IPF). ISBI (2021)
Wenxi Yu, Hua Zhou, Youngwon Choi, Jonathan G. Goldin, Pangyu Teng, Hyun J. Grace Kim
An automatic diagnosis of idiopathic pulmonary fibrosis (IPF) using domain knowledge-guided attention models in HRCT images. Medical Imaging: Computer-Aided Diagnosis (2021)
Brad Stiehl, Michael Lauria, Kamal Singhrao, Jonathan G. Goldin, Igor Barjaktarevic, Daniel Low, Anand P. Santhanam
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. 16 (10) (2021)
Wenxi Yu, Hua Zhou, Jonathan G. Goldin, Hyun J. Grace Kim
Domain Knowledge-Assisted Automatic Diagnosis of Idiopathic Pulmonary Fibrosis (IPF) Using High Resolution Computed Tomography (HRCT) (Student Abstract). AAAI (2020)
Yu Shi, Weng Kee Wong, Jonathan G. Goldin, Matthew S. Brown, Hyun J. Grace Kim
Prediction of progression in idiopathic pulmonary fibrosis using CT scans at baseline: A quantum particle swarm optimization - Random forest approach. Artif. Intell. Medicine 100 (2019)
Xiaoyong Wang, Pangyu Teng, Pechin Lo, Ashley Banola, Grace H. Kim, Fereidoun Abtin, Jonathan G. Goldin, Matthew S. Brown
High Throughput Lung and Lobar Segmentation by 2D and 3D CNN on Chest CT with Diffuse Lung Disease. RAMBO+BIA+TIA@MICCAI (2018)
Xiaoyong Wang, Pechin Lo, Bharath Ramakrishna, Jonathan G. Goldin, Matthew S. Brown
A machine learning approach for classification of anatomical coverage in CT. Medical Imaging: Computer-Aided Diagnosis (2016)
Daniel Y. Chong, Hyun J. Kim, Pechin Lo, Stefano Young, Michael F. McNitt-Gray, Fereidoun Abtin, Jonathan G. Goldin, Matthew S. Brown
Robustness-Driven Feature Selection in Classification of Fibrotic Interstitial Lung Disease Patterns in Computed Tomography Using 3D Texture Features. IEEE Trans. Medical Imaging 35 (1) (2016)
Gregory H. Chu, Pechin Lo, Bharath Ramakrishna, Hyun J. Kim, Darren Morris, Jonathan G. Goldin, Matthew S. Brown
Bone Tumor Segmentation on Bone Scans Using Context Information and Random Forests. MICCAI (1) (2014)
Gregory H. Chu, Pechin Lo, Hyun J. Kim, Martin Auerbach, Jonathan G. Goldin, Keith Henkel, Ashley Banola, Darren Morris, Heidi Coy, Matthew S. Brown
Preliminary results of automated removal of degenerative joint disease in bone scan lesion segmentation. Medical Imaging: Computer-Aided Diagnosis (2013)
Pechin Lo, Eva M. van Rikxoort, Fereidoun Abtin, Shama Ahmad, Arash Ordookhani, Jonathan G. Goldin, Matthew S. Brown
Automated segmentation of pulmonary lobes in chest CT scans using evolving surfaces. Medical Imaging: Image Processing (2013)
Bharath Ramakrishna, Matthew S. Brown, Jonathan G. Goldin, Christopher Cagnon, Dieter R. Enzmann
An improved automatic computer aided tube detection and labeling system on chest radiographs. Medical Imaging: Computer-Aided Diagnosis (2012)
Gregory H. Chu, Pechin Lo, Hyun J. Kim, Peiyun Lu, Bharath Ramakrishna, David Gjertson, Cheryce Poon, Martin Auerbach, Jonathan G. Goldin, Matthew S. Brown
Automated segmentation of tumors on bone scans using anatomy-specific thresholding. Medical Imaging: Computer-Aided Diagnosis (2012)
Daniel Y. Chong, Eva M. van Rikxoort, H. J. Kim, Jonathan G. Goldin, Matthew S. Brown
Scan-rescan reproducibility of CT densitometric measures of emphysema. Medical Imaging: Computer-Aided Diagnosis (2011)
Jing Huo, Eva M. van Rikxoort, Kazunori Okada, Hyun J. Kim, Whitney B. Pope, Jonathan G. Goldin, Matthew S. Brown
Confidence-based ensemble for GBM brain tumor segmentation. Medical Imaging: Image Processing (2011)
Eva M. van Rikxoort, Jonathan G. Goldin, Maya Galperin-Aizenberg, Matthew S. Brown
Classification of pulmonary emphysema from chest CT scans using integral geometry descriptors. Medical Imaging: Computer-Aided Diagnosis (2011)
Bharath Ramakrishna, Matthew S. Brown, Jonathan G. Goldin, Chris Cagnon, Dieter R. Enzmann
Catheter detection and classification on chest radiographs: an automated prototype computer-aided detection (CAD) system for radiologists. Medical Imaging: Computer-Aided Diagnosis (2011)
Eva M. van Rikxoort, Jonathan G. Goldin, Bram van Ginneken, Maya Galperin-Aizenberg, Chiayi Ni, Matthew S. Brown
Interactively learning a patient specific K-nearest neighbor classifier based on confidence weighted samples. ISBI (2010)
M. N. Prasad, Matthew S. Brown, Chiayi Ni, D. Margolis, M. Douek, Sundaresan Raman, D. Lu, Jonathan G. Goldin, Simon K. Warfield
Reproducibility of Laplacian Wall Thickness Measurements of the Gallbladder with Varying CT Slice Thickness. J. Signal Process. Syst. 55 (1-3) (2009)
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
The effect of CT technical factors on quantification of lung fissure integrity. Medical Imaging: Computer-Aided Diagnosis (2009)
Jing Huo, Kazunori Okada, Hyun J. Kim, Whitney B. Pope, Jonathan G. Goldin, Jeffrey R. Alger, Matthew S. Brown
CADrx for GBM Brain Tumors: Predicting Treatment Response from Changes in Diffusion-Weighted MRI. Algorithms 2 (4) (2009)
Jing Huo, Hyun J. Kim, Whitney B. Pope, Kazunori Okada, Jeffrey R. Alger, Yang Wang, Jonathan G. Goldin, Matthew S. Brown
Histogram-based classification with Gaussian mixture modeling for GBM tumor treatment response using ADC map. Medical Imaging: Computer-Aided Diagnosis (2009)
M. N. Prasad, Matthew S. Brown, Shana Ahmad, Fereidoun Abtin, J. Allen, Irene Da Costa, Hyun J. Kim, Michael F. McNitt-Gray, Jonathan G. Goldin
Automatic segmentation of lung parenchyma based on curvature of ribs using HRCT images in scleroderma studies. Medical Imaging: Computer-Aided Diagnosis (2008)
Robert A. Ochs, Jonathan G. Goldin, Fereidoun Abtin, Raffi Ghurabi, Ajay Rao, Shama Ahmad, Irene Da Costa, Matthew S. Brown
Computer aided detection of endobronchial valves. Medical Imaging: Computer-Aided Diagnosis (2008)
Robert A. Ochs, Jonathan G. Goldin, Fereidoun Abtin, Hyun J. Kim, Kathleen Brown, Poonam Batra, Donald Roback, Michael F. McNitt-Gray, Matthew S. Brown
Multiscale shape features for classification of bronchovascular anatomy in CT using AdaBoost. Medical Imaging: Image Processing (2007)
Robert A. Ochs, Jonathan G. Goldin, Fereidoun Abtin, Hyun J. Kim, Kathleen Brown, Poonam Batra, Donald Roback, Michael F. McNitt-Gray, Matthew S. Brown
Automated classification of lung bronchovascular anatomy in CT using AdaBoost. Medical Image Anal. 11 (3) (2007)
Yang Wang, Michael F. McNitt-Gray, Matthew S. Brown, Jonathan G. Goldin, Haiming Zhao, Denise R. Aberle
Differentiating solitary pulmonary nodules (SPNs) with 3D shape features. Medical Imaging: Computer-Aided Diagnosis (2007)
Matthew S. Brown, Michael F. McNitt-Gray, Richard C. Pais, Sumit K. Shah, Peiyuan Qing, Irene Da Costa, Denise R. Aberle, Jonathan G. Goldin
CAD in clinical trials: Current role and architectural requirements. Comput. Medical Imaging Graph. 31 (4-5) (2007)
Yang Wang, Michael F. McNitt-Gray, Sumit K. Shah, Jonathan G. Goldin, Matthew S. Brown, Denise R. Aberle
Computer-aided characterization of solitary pulmonary nodules (SPNs) using structural 3D, texture, and functional dynamic contrast features. Medical Imaging: Computer-Aided Diagnosis (2007)
Robert A. Ochs, Erin Angel, Kirsten Boedeker, Iva Petkovska, Christoph Panknin, Jonathan G. Goldin, Denise R. Aberle, Michael F. McNitt-Gray, Matthew S. Brown
The influence of CT dose and reconstruction parameters on automated detection of small pulmonary nodules. Medical Imaging: Image Processing (2006)
Spencer Yuen, Matthew S. Brown, Sumit Shah, Hyun J. Kim, Sarinnapha Vasunilashorn, Eric Kleerup, Jonathan G. Goldin
A probabilistic model for predicting diameters of lung airways. Medical Imaging: Image Processing (2005)
Sumit K. Shah, Michael F. McNitt-Gray, Iva Petkovska, Hyun Jun Kim, Kheshini R. DeZoysa, Jonathan G. Goldin, Robert D. Suh, Denise R. Aberle
Solitary pulmonary nodule characterization on CT by use of contrast enhancement maps. Medical Imaging: Image Processing (2005)
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
Database design and implementation for quantitative image analysis research. IEEE Trans. Inf. Technol. Biomed. 9 (1) (2005)
Sumit K. Shah, Michael F. McNitt-Gray, Sarah Rogers, Jonathan G. Goldin, Denise R. Aberle, Robert D. Suh, Kheshini R. DeZoysa, Matthew S. Brown
Computer-aided lung nodule diagnosis using a simple classifier. CARS (2004)
Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Robert D. Suh, Denise R. Aberle
Patient-specific models for lung nodule detection and surveillance in CT images. Medical Imaging: Image Processing (2001)
Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Robert D. Suh, James W. Sayre, Denise R. Aberle
Patient-Specific Models for Lung Nodule Detection and Survellience in CT Images. IEEE Trans. Medical Imaging 20 (12) (2001)
Michael F. McNitt-Gray, Nathaniel Wyckoff, Jonathan G. Goldin, Robert D. Suh, James W. Sayre, Denise R. Aberle
Computer-aided diagnosis of the solitary pulmonary nodule imaged on CT: 2D, 3D, and contrast enhancement features. Medical Imaging: Image Processing (2001)
Alex A. T. Bui, Michael F. McNitt-Gray, Jonathan G. Goldin, Alfonso F. Cardenas, Denise R. Aberle
Application of Information Technology: Problem-oriented Prefetching for an Integrated Clinical Imaging Workstation. J. Am. Medical Informatics Assoc. 8 (3) (2001)
Nathaniel Wyckoff, Michael F. McNitt-Gray, Jonathan G. Goldin, Robert D. Suh, James W. Sayre, Denise R. Aberle
Classification of solitary pulmonary nodules (SPNs) imaged on high-resolution CT using contrast enhancement and three-dimensional quantitative image features. Medical Imaging: Image Processing (2000)
Alex A. T. Bui, Denise R. Aberle, Jonathan G. Goldin, Michael F. McNitt-Gray, Alfonso F. Cardenas, Eric Kleerup, Osman Ratib
TimeLine: A Multimedia, Problem-Centric Visualization of Patient Records. AMIA (1999)
Carolyn Kimme-Smith, Donna Lynn Davis, Michael F. McNitt-Gray, Jonathan G. Goldin, Eric M. Hart, Poonam Batra, Timothy D. Johnson
Computed radiography dual energy subtraction: Performance evaluation when detecting low-contrast lung nodules in an anthropomorphic phantom. J. Digit. Imaging 12 (1) (1999)
Alex A. T. Bui, Denise R. Aberle, Michael F. McNitt-Gray, Alfonso F. Cardenas, Jonathan G. Goldin
The evolution of an integrated timeline for oncology patient healthcare. AMIA (1998)
Michael F. McNitt-Gray, Eric M. Hart, Nathaniel Wyckoff, James W. Sayre, Jonathan G. Goldin, Denise R. Aberle
Application of image analysis techniques to distinguish benign from malignant solitary pulmonary nodules imaged on CT. Medical Imaging: Image Processing (1998)
Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Denise R. Aberle
Extensible knowledge-based architecture for segmenting CT data. Medical Imaging: Image Processing (1998)
Matthew S. Brown, Michael F. McNitt-Gray, Nicholas J. Mankovich, Jonathan G. Goldin, John Hiller, Laurence S. Wilson, Denise R. Aberle
Methods for Segmenting Chest CT Image Data Using an Anatomical Model: Preliminary Results. IEEE Trans. Medical Imaging 16 (6) (1997)
Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Denise R. Aberle
An extensible knowledge-based architecture for segmenting computed tomography images. ICIP (3) (1997)
Michael F. McNitt-Gray, Eric M. Hart, Jonathan G. Goldin, Chih-Wei Yao, Denise R. Aberle
Pattern classification approach to characterizing solitary pulmonary nodules imaged on high-resolution computed tomography. Medical Imaging: Image Processing (1996)
Ricky K. Taira, David B. Johnson, Vikas Bhushan, Monica Rivera, Clement Wong, Lujia Huang, Denise R. Aberle, Melanie Greaves, Jonathan G. Goldin
A concept-based retrieval system for thoracic radiology. J. Digit. Imaging 9 (1) (1996)