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)

Forming a reference standard from LIDC data: impact of reader agreement on reported CAD performance. - Robert A. Ochs; Hyun J. Kim; Erin Angel; Christoph Panknin; Michael F. McNitt-Gray; Matthew S. Brown (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)

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)

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)

Evaluation of 1D, 2D and 3D nodule size estimation by radiologists for spherical and non-spherical nodules through CT thoracic phantom imaging. - Nicholas Petrick; Hyun J. Grace Kim; David A. Clunie; Kristin Borradaile; Robert Ford; Rongping Zeng; Marios A. Gavrielides; Michael F. McNitt-Gray; Charles Fenimore; Z. Q. John Lu; Binsheng Zhao; Andrew J. Buckler (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)

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)

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)

Effects of CT dose and nodule characteristics on lung-nodule detectability in a cohort of 90 national lung screening trial patients. - Stefano Young; Pechin Lo; John M. Hoffman; Hyun J. Grace Kim; Matthew S. Brown; Michael F. McNitt-Gray (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)

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)

Sequestration of imaging studies in MIDRC: a multi-institutional data commons. - Natalie M. Baughan; Heather M. Whitney; Karen Drukker; Berkman Sahiner; Tingting Hu; Hyun J. Grace Kim; Michael F. McNitt-Gray; Kyle J. Myers; Maryellen L. Giger (Image Perception, Observer Performance, and Technology Assessment, 2022)

Prediction of recurrence in non-small cell lung cancer (NSCLC) using Gabor and radiomic-feature based models applied to CT image data. - Alexandra C. Shiffer; Hyun J. Grace Kim; Michael F. McNitt-Gray (Computer-Aided Diagnosis, 2023)

Assistance tools for the evaluation of machine learning algorithm performance: the decision tree-based tools developed by the Medical Imaging and Data Resource Center (MIDRC) Technology Development Project (TDP) 3c effort. - Karen Drukker; Berkman Sahiner; Tingting Hu; Hyun J. Grace Kim; Heather M. Whitney; Natalie M. Baughan; Kyle J. Myers; Maryellen L. Giger; Michael F. McNitt-Gray (Image Perception, Observer Performance, and Technology Assessment, 2023)