Pattern classification approach to characterizing solitary pulmonary nodules imaged on high-resolution computed tomography. - Michael F. McNitt-Gray; Eric M. Hart; Jonathan G. Goldin; Chih-Wei Yao; Denise R. Aberle (Image Processing, 1996)

A concept-based retrieval system for thoracic radiology. - Ricky K. Taira; David B. Johnson 003; Vikas Bhushan; Monica Rivera; Clement Wong; Lujia Huang; Denise R. Aberle; Melanie Greaves; Jonathan G. Goldin (J. Digit. Imaging, 1996)

An extensible knowledge-based architecture for segmenting computed tomography images. - Matthew S. Brown; Michael F. McNitt-Gray; Jonathan G. Goldin; Denise R. Aberle (ICIP (3), 1997)

Methods for Segmenting Chest CT Image Data Using an Anatomical Model: Preliminary Results. - Matthew S. Brown; Michael F. McNitt-Gray; Nicholas J. Mankovich; Jonathan G. Goldin; John Hiller; Laurence S. Wilson; Denise R. Aberle (IEEE Trans. Medical Imaging, 1997)

The evolution of an integrated timeline for oncology patient healthcare. - Alex A. T. Bui; Denise R. Aberle; Michael F. McNitt-Gray; Alfonso F. Cardenas; Jonathan G. Goldin (AMIA, 1998)

Extensible knowledge-based architecture for segmenting CT data. - Matthew S. Brown; Michael F. McNitt-Gray; Jonathan G. Goldin; Denise R. Aberle (Image Processing, 1998)

Application of image analysis techniques to distinguish benign from malignant solitary pulmonary nodules imaged on CT. - Michael F. McNitt-Gray; Eric M. Hart; Nathaniel Wyckoff; James W. Sayre; Jonathan G. Goldin; Denise R. Aberle (Image Processing, 1998)

TimeLine: A Multimedia, Problem-Centric Visualization of Patient Records. - Alex A. T. Bui; Denise R. Aberle; Jonathan G. Goldin; Michael F. McNitt-Gray; Alfonso F. Cardenas; Eric Kleerup; Osman Ratib (AMIA, 1999)

Computed radiography dual energy subtraction: Performance evaluation when detecting low-contrast lung nodules in an anthropomorphic phantom. - Carolyn Kimme-Smith; Donna Lynn Davis; Michael F. McNitt-Gray; Jonathan G. Goldin; Eric M. Hart; Poonam Batra; Timothy D. Johnson (J. Digit. Imaging, 1999)

Classification of solitary pulmonary nodules (SPNs) imaged on high-resolution CT using contrast enhancement and three-dimensional quantitative image features. - Nathaniel Wyckoff; Michael F. McNitt-Gray; Jonathan G. Goldin; Robert D. Suh; James W. Sayre; Denise R. Aberle (Image Processing, 2000)

Patient-specific models for lung nodule detection and surveillance in CT images. - Matthew S. Brown; Michael F. McNitt-Gray; Jonathan G. Goldin; Robert D. Suh; Denise R. Aberle (Image Processing, 2001)

Computer-aided diagnosis of the solitary pulmonary nodule imaged on CT: 2D, 3D, and contrast enhancement features. - Michael F. McNitt-Gray; Nathaniel Wyckoff; Jonathan G. Goldin; Robert D. Suh; James W. Sayre; Denise R. Aberle (Image Processing, 2001)

Application of Information Technology: Problem-oriented Prefetching for an Integrated Clinical Imaging Workstation. - Alex A. T. Bui; Michael F. McNitt-Gray; Jonathan G. Goldin; Alfonso F. Cardenas; Denise R. Aberle (J. Am. Medical Informatics Assoc., 2001)

Patient-Specific Models for Lung Nodule Detection and Survellience in CT Images. - Matthew S. Brown; Michael F. McNitt-Gray; Jonathan G. Goldin; Robert D. Suh; James W. Sayre; Denise R. Aberle (IEEE Trans. Medical Imaging, 2001)

Computer-aided lung nodule diagnosis using a simple classifier. - Sumit K. Shah; Michael F. McNitt-Gray; Sarah Rogers; Jonathan G. Goldin; Denise R. Aberle; Robert D. Suh; Kheshini R. DeZoysa; Matthew S. Brown (CARS, 2004)

Solitary pulmonary nodule characterization on CT by use of contrast enhancement maps. - Sumit K. Shah; Michael F. McNitt-Gray; Iva Petkovska; Hyun Jun Kim; Kheshini R. DeZoysa; Jonathan G. Goldin; Robert D. Suh; Denise R. Aberle (Image Processing, 2005)

A probabilistic model for predicting diameters of lung airways. - Spencer Yuen; Matthew S. Brown; Sumit Shah; Hyun J. Kim; Sarinnapha Vasunilashorn; Eric Kleerup; Jonathan G. Goldin (Image Processing, 2005)

Database design and implementation for quantitative image analysis research. - 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 (IEEE Trans. Inf. Technol. Biomed., 2005)

The influence of CT dose and reconstruction parameters on automated detection of small pulmonary nodules. - 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 (Image Processing, 2006)

Differentiating solitary pulmonary nodules (SPNs) with 3D shape features. - Yang Wang; Michael F. McNitt-Gray; Matthew S. Brown; Jonathan G. Goldin; Haiming Zhao; Denise R. Aberle (Computer-Aided Diagnosis, 2007)

Computer-aided characterization of solitary pulmonary nodules (SPNs) using structural 3D, texture, and functional dynamic contrast features. - Yang Wang; Michael F. McNitt-Gray; Sumit K. Shah; Jonathan G. Goldin; Matthew S. Brown; Denise R. Aberle (Computer-Aided Diagnosis, 2007)

Multiscale shape features for classification of bronchovascular anatomy in CT using AdaBoost. - Robert A. Ochs; Jonathan G. Goldin; Fereidoun Abtin; Hyun J. Kim; Kathleen Brown; Poonam Batra; Donald Roback; Michael F. McNitt-Gray; Matthew S. Brown (Image Processing, 2007)

CAD in clinical trials: Current role and architectural requirements. - Matthew S. Brown; Michael F. McNitt-Gray; Richard C. Pais; Sumit K. Shah; Peiyuan Qing; Irene Da Costa; Denise R. Aberle; Jonathan G. Goldin (Comput. Medical Imaging Graph., 2007)

Automated classification of lung bronchovascular anatomy in CT using AdaBoost. - Robert A. Ochs; Jonathan G. Goldin; Fereidoun Abtin; Hyun J. Kim; Kathleen Brown; Poonam Batra; Donald Roback; Michael F. McNitt-Gray; Matthew S. Brown (Medical Image Anal., 2007)

Computer aided detection of endobronchial valves. - Robert A. Ochs; Jonathan G. Goldin; Fereidoun Abtin; Raffi Ghurabi; Ajay Rao; Shama Ahmad; Irene Da Costa; Matthew S. Brown (Computer-Aided Diagnosis, 2008)

Automatic segmentation of lung parenchyma based on curvature of ribs using HRCT images in scleroderma studies. - 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 (Computer-Aided Diagnosis, 2008)

The effect of CT technical factors on quantification of lung fissure integrity. - 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 (Computer-Aided Diagnosis, 2009)

Histogram-based classification with Gaussian mixture modeling for GBM tumor treatment response using ADC map. - Jing Huo; Hyun J. Kim; Whitney B. Pope; Kazunori Okada; Jeffrey R. Alger; Yang Wang; Jonathan G. Goldin; Matthew S. Brown (Computer-Aided Diagnosis, 2009)

CADrx for GBM Brain Tumors: Predicting Treatment Response from Changes in Diffusion-Weighted MRI. - Jing Huo; Kazunori Okada; Hyun J. Kim; Whitney B. Pope; Jonathan G. Goldin; Jeffrey R. Alger; Matthew S. Brown (Algorithms, 2009)

Reproducibility of Laplacian Wall Thickness Measurements of the Gallbladder with Varying CT Slice Thickness. - Mithun N. Prasad; Matthew S. Brown; Chiayi Ni; Daniel Margolis; Michael Douek; Sundaresan Raman; David Lu; Jonathan G. Goldin; Simon K. Warfield (J. Signal Process. Syst., 2009)

Interactively learning a patient specific K-nearest neighbor classifier based on confidence weighted samples. - Eva M. van Rikxoort; Jonathan G. Goldin; Bram van Ginneken; Maya Galperin-Aizenberg; Chiayi Ni; Matthew S. Brown (ISBI, 2010)

Scan-rescan reproducibility of CT densitometric measures of emphysema. - Daniel Y. Chong; Eva M. van Rikxoort; H. J. Kim; Jonathan G. Goldin; Matthew S. Brown (Computer-Aided Diagnosis, 2011)

Catheter detection and classification on chest radiographs: an automated prototype computer-aided detection (CAD) system for radiologists. - Bharath Ramakrishna; Matthew S. Brown; Jonathan G. Goldin; Chris Cagnon; Dieter R. Enzmann (Computer-Aided Diagnosis, 2011)

Classification of pulmonary emphysema from chest CT scans using integral geometry descriptors. - Eva M. van Rikxoort; Jonathan G. Goldin; Maya Galperin-Aizenberg; Matthew S. Brown (Computer-Aided Diagnosis, 2011)

Confidence-based ensemble for GBM brain tumor segmentation. - Jing Huo; Eva M. van Rikxoort; Kazunori Okada; Hyun J. Kim; Whitney B. Pope; Jonathan G. Goldin; Matthew S. Brown (Image Processing, 2011)

Automated segmentation of tumors on bone scans using anatomy-specific thresholding. - Gregory H. Chu; Pechin Lo; Hyun J. Kim; Peiyun Lu; Bharath Ramakrishna; David Gjertson; Cheryce Poon; Martin Auerbach; Jonathan G. Goldin; Matthew S. Brown (Computer-Aided Diagnosis, 2012)

An improved automatic computer aided tube detection and labeling system on chest radiographs. - Bharath Ramakrishna; Matthew S. Brown; Jonathan G. Goldin; Christopher Cagnon; Dieter R. Enzmann (Computer-Aided Diagnosis, 2012)

Preliminary results of automated removal of degenerative joint disease in bone scan lesion segmentation. - Gregory H. Chu; Pechin Lo; Hyun J. Kim; Martin Auerbach; Jonathan G. Goldin; Keith Henkel; Ashley Banola; Darren Morris; Heidi Coy; Matthew S. Brown (Computer-Aided Diagnosis, 2013)

Automated segmentation of pulmonary lobes in chest CT scans using evolving surfaces. - Pechin Lo; Eva M. van Rikxoort; Fereidoun Abtin; Shama Ahmad; Arash Ordookhani; Jonathan G. Goldin; Matthew S. Brown (Image Processing, 2013)

Bone Tumor Segmentation on Bone Scans Using Context Information and Random Forests. - Gregory H. Chu; Pechin Lo; Bharath Ramakrishna; Hyun J. Kim; Darren Morris; Jonathan G. Goldin; Matthew S. Brown (MICCAI (1), 2014)

A machine learning approach for classification of anatomical coverage in CT. - Xiaoyong Wang; Pechin Lo; Bharath Ramakrishna; Jonathan G. Goldin; Matthew S. Brown (Computer-Aided Diagnosis, 2016)

Robustness-Driven Feature Selection in Classification of Fibrotic Interstitial Lung Disease Patterns in Computed Tomography Using 3D Texture Features. - Daniel Y. Chong; Hyun J. Kim; Pechin Lo; Stefano Young; Michael F. McNitt-Gray; Fereidoun Abtin; Jonathan G. Goldin; Matthew S. Brown (IEEE Trans. Medical Imaging, 2016)

High Throughput Lung and Lobar Segmentation by 2D and 3D CNN on Chest CT with Diffuse Lung Disease. - Xiaoyong Wang; Pangyu Teng; Pechin Lo; Ashley Banola; Grace H. Kim; Fereidoun Abtin; Jonathan G. Goldin; Matthew S. Brown (RAMBO+BIA+TIA@MICCAI, 2018)

Prediction of progression in idiopathic pulmonary fibrosis using CT scans at baseline: A quantum particle swarm optimization - Random forest approach. - Yu Shi; Weng Kee Wong; Jonathan G. Goldin; Matthew S. Brown; Hyun J. Grace Kim (Artif. Intell. Medicine, 2019)

Domain Knowledge-Assisted Automatic Diagnosis of Idiopathic Pulmonary Fibrosis (IPF) Using High Resolution Computed Tomography (HRCT) (Student Abstract). - Wenxi Yu; Hua Zhou 001; Jonathan G. Goldin; Hyun J. Grace Kim (AAAI, 2020)

Mga-Net: Multi-Scale Guided Attention Models for an Automated Diagnosis of Idiopathic Pulmonary Fibrosis (IPF). - Wenxi Yu; Hua Zhou 001; Youngwon Choi; Jonathan G. Goldin; Hyun J. Grace Kim (ISBI, 2021)

An automatic diagnosis of idiopathic pulmonary fibrosis (IPF) using domain knowledge-guided attention models in HRCT images. - Wenxi Yu; Hua Zhou 001; Youngwon Choi; Jonathan G. Goldin; Pangyu Teng; Hyun J. Grace Kim (Computer-Aided Diagnosis, 2021)

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. - Anand P. Santhanam; Brad Stiehl; Michael Lauria; Igor Barjaktarevic; Jonathan G. Goldin; Jane Yanagawa; Daniel Low (Image-Guided Procedures, 2021)

Scalable quorum-based deep neural networks with adversarial learning for automated lung lobe segmentation in fast helical free-breathing CTs. - Brad Stiehl; Michael Lauria; Kamal Singhrao; Jonathan G. Goldin; Igor Barjaktarevic; Daniel Low; Anand P. Santhanam (Int. J. Comput. Assist. Radiol. Surg., 2021)

Automatic triangulated mesh generation of pulmonary airways from segmented lung 3DCTs for computational fluid dynamics. - Michael Lauria; Kamal Singhrao; Brad Stiehl; Daniel Low; Jonathan G. Goldin; Igor Barjaktarevic; Anand P. Santhanam (Int. J. Comput. Assist. Radiol. Surg., 2022)

3D patch-based CNN for fissure segmentation on CT images to quantitatively assess fissure integrity and evaluate emphysema patients for endobronchial valve treatment. - Dallas K. Tada; Pangyu Teng; Michael F. McNitt-Gray; Grace H. Kim; Matthew S. Brown; Jonathan G. Goldin; Kalyani Vyapari; Ashley Banola (Computer-Aided Diagnosis, 2023)

Implementing Trustworthy AI in Real-world Medical Imaging using the SimpleMind Software Environment. - Matthew S. Brown; M. Wasil Wahi-Anwar; Youngwon Choi; Morgan Daly; Liza Shrestha; Koon-Pong Wong; Jonathan G. Goldin; Dieter R. Enzmann (NeSy, 2023)