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)

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)

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)

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)

A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning. - Syed Ahmed Nadeem; Eric A. Hoffman; Jessica C. Sieren; Alejandro P. Comellas; Surya P. Bhatt; Igor Z. Barjaktarevic; Fereidoun Abtin; Punam K. Saha (IEEE Trans. Medical Imaging, 2021)

Spatial resolution enhancement using deep learning improves chest disease diagnosis based on thick slice CT. - Pengxin Yu; Haoyue Zhang; Dawei Wang; Rongguo Zhang; Mei Deng; Haoyu Yang; Lijun Wu; Xiaoxu Liu; Andrea Oh; Fereidoun Abtin; Ashley Prosper; Kathleen Ruchalski; et al. (npj Digit. Medicine, 2024)