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Journal Articles
- 2024
[j34]Muhammad F. A. Chaudhary
, Sarah E. Gerard, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt:
LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation. IEEE Trans. Medical Imaging 43(7): 2448-2465 (2024)- 2022
- [j33]Yue Pan, Di Wang, Muhammad F. A. Chaudhary, Wei Shao, Sarah E. Gerard, Oguz C. Durumeric, Surya P. Bhatt, R. Graham Barr, Eric A. Hoffman, Joseph M. Reinhardt, Gary E. Christensen:
Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS. J. Imaging 8(11): 309 (2022) - [j32]Di Wang, Yue Pan, Oguz C. Durumeric, Joseph M. Reinhardt, Eric A. Hoffman, Joyce D. Schroeder, Gary E. Christensen:
PLOSL: Population learning followed by one shot learning pulmonary image registration using tissue volume preserving and vesselness constraints. Medical Image Anal. 79: 102434 (2022) - 2021
- [j31]Michael Kircher, Gunnar Elke, Birgit Stender, María Hernández Mesa, Felix Schuderer, Olaf Dössel, Matthew Fuld, Ahmed F. Halaweish, Eric A. Hoffman, Norbert Weiler, Inéz Frerichs:
Regional Lung Perfusion Analysis in Experimental ARDS by Electrical Impedance and Computed Tomography. IEEE Trans. Medical Imaging 40(1): 251-261 (2021) - [j30]Syed Ahmed Nadeem, Eric A. Hoffman, Jessica C. Sieren, Alejandro P. Comellas, Surya P. Bhatt, Igor Z. Barjaktarevic, Fereidoun Abtin, Punam K. Saha:
A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning. IEEE Trans. Medical Imaging 40(1): 405-418 (2021) - [j29]Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, John H. M. Austin, Benjamin M. Smith, R. Graham Barr, Andrew F. Laine:
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study. IEEE Trans. Medical Imaging 40(12): 3652-3662 (2021) - 2020
- [j28]Chenyu You, Wenxiang Cong, Michael W. Vannier, Punam K. Saha, Eric A. Hoffman, Ge Wang, Guang Li, Yi Zhang, Xiaoliu Zhang, Hongming Shan, Mengzhou Li, Shenghong Ju, Zhen Zhao, Zhuiyang Zhang:
CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE). IEEE Trans. Medical Imaging 39(1): 188-203 (2020) - 2018
- [j27]Babak Haghighi, Nathan D. Ellingwood, Youbing Yin, Eric A. Hoffman, Ching-Long Lin:
A GPU-based symmetric non-rigid image registration method in human lung. Medical Biol. Eng. Comput. 56(3): 355-371 (2018) - 2017
- [j26]Jacob Herrmann, Eric A. Hoffman, David W. Kaczka:
Frequency-Selective Computed Tomography: Applications During Periodic Thoracic Motion. IEEE Trans. Medical Imaging 36(8): 1722-1732 (2017) - 2016
- [j25]Shinjiro Miyawaki, Sanghun Choi, Eric A. Hoffman, Ching-Long Lin:
A 4DCT imaging-based breathing lung model with relative hysteresis. J. Comput. Phys. 326: 76-90 (2016) - [j24]Dakai Jin, Krishna S. Iyer, Cheng Chen, Eric A. Hoffman, Punam K. Saha:
A robust and efficient curve skeletonization algorithm for tree-like objects using minimum cost paths. Pattern Recognit. Lett. 76: 32-40 (2016) - [j23]Punam K. Saha, Subhadip Basu, Eric A. Hoffman:
Multiscale Opening of Conjoined Fuzzy Objects: Theory and Applications. IEEE Trans. Fuzzy Syst. 24(5): 1121-1133 (2016) - 2014
- [j22]Yrjö Tapio Hame, Elsa D. Angelini, Eric A. Hoffman, R. Graham Barr, Andrew F. Laine:
Adaptive Quantification and Longitudinal Analysis of Pulmonary Emphysema With a Hidden Markov Measure Field Model. IEEE Trans. Medical Imaging 33(7): 1527-1540 (2014) - 2013
- [j21]Youbing Yin, Jiwoong Choi, Eric A. Hoffman, Merryn H. Tawhai, Ching-Long Lin:
A multiscale MDCT image-based breathing lung model with time-varying regional ventilation. J. Comput. Phys. 244: 168-192 (2013) - [j20]Xiaomin Liu, Danny Z. Chen, Merryn H. Tawhai, Xiaodong Wu, Eric A. Hoffman, Milan Sonka:
Optimal Graph Search Based Segmentation of Airway Tree Double Surfaces Across Bifurcations. IEEE Trans. Medical Imaging 32(3): 493-510 (2013) - 2012
- [j19]Kunlin Cao, Gary E. Christensen, Kai Ding, Kaifang Du, Madhavan L. Raghavan, Ryan E. Amelon, Kimberly M. Baker, Eric A. Hoffman, Joseph M. Reinhardt:
Tracking Regional Tissue Volume and Function Change in Lung Using Image Registration. Int. J. Biomed. Imaging 2012: 956248:1-956248:14 (2012) - [j18]Zhiyun Gao, Randall Grout, Colin Holtze, Eric A. Hoffman, Punam K. Saha:
A New Paradigm of Interactive Artery/Vein Separation in Noncontrast Pulmonary CT Imaging Using Multiscale Topomorphologic Opening. IEEE Trans. Biomed. Eng. 59(11-1): 3016-3027 (2012) - [j17]Pechin Lo, Bram van Ginneken, Joseph M. Reinhardt, Tarunashree Yavarna, Pim A. de Jong, Benjamin Irving, Catalin I. Fetita, Margarete Ortner, Romulo Pinho, Jan Sijbers, Marco Feuerstein, Anna Fabijanska, Christian Bauer, Reinhard Beichel, Carlos S. Mendoza, Rafael Wiemker, Jaesung Lee, Anthony P. Reeves, Silvia Born, Oliver Weinheimer, Eva M. van Rikxoort, Juerg Tschirren, Kensaku Mori, Benjamin Odry, David P. Naidich, Ieneke Hartmann, Eric A. Hoffman, Mathias Prokop, Jesper Johannes Holst Pedersen, Marleen de Bruijne:
Extraction of Airways From CT (EXACT'09). IEEE Trans. Medical Imaging 31(11): 2093-2107 (2012) - 2011
- [j16]Qiong Xu, Xuanqin Mou, Ge Wang, Jered Sieren, Eric A. Hoffman, Hengyong Yu:
Statistical Interior Tomography. IEEE Trans. Medical Imaging 30(5): 1116-1128 (2011) - 2010
- [j15]Ye Xu, Edwin J. R. van Beek, Kevin R. Flaherty, Ella A. Kazerooni, Eric A. Hoffman:
Computer-aided diagnosis of radiographic patterns of lung disease via MDCT images. Int. J. Comput. Sci. Eng. 5(3/4): 254-261 (2010) - [j14]Punam K. Saha, Zhiyun Gao, Sara K. Alford, Milan Sonka, Eric A. Hoffman:
Topomorphologic Separation of Fused Isointensity Objects via Multiscale Opening: Separating Arteries and Veins in 3-D Pulmonary CT. IEEE Trans. Medical Imaging 29(3): 840-851 (2010) - 2009
- [j13]Hidenori Shikata, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka:
Segmentation of Pulmonary Vascular Trees from Thoracic 3D CT Images. Int. J. Biomed. Imaging 2009: 636240:1-636240:11 (2009) - 2008
- [j12]Joseph M. Reinhardt, Kai Ding, Kunlin Cao, Gary E. Christensen, Eric A. Hoffman, Shalmali V. Bodas:
Registration-based estimates of local lung tissue expansion compared to xenon CT measures of specific ventilation. Medical Image Anal. 12(6): 752-763 (2008) - 2006
- [j11]Kálmán Palágyi, Juerg Tschirren, Eric A. Hoffman, Milan Sonka:
Quantitative analysis of pulmonary airway tree structures. Comput. Biol. Medicine 36(9): 974-996 (2006) - [j10]Li Zhang, Eric A. Hoffman, Joseph M. Reinhardt:
Atlas-driven lung lobe segmentation in volumetric X-ray CT images. IEEE Trans. Medical Imaging 25(1): 1-16 (2006) - [j9]Ye Xu, Milan Sonka, Geoffrey McLennan, Junfeng Guo, Eric A. Hoffman:
MDCT-based 3-D texture classification of emphysema and early smoking related lung pathologies. IEEE Trans. Medical Imaging 25(4): 464-475 (2006) - 2005
- [j8]Juerg Tschirren, Eric A. Hoffman, Geoffrey McLennan, Milan Sonka:
Intrathoracic airway trees: segmentation and airway morphology analysis from low-dose CT scans. IEEE Trans. Medical Imaging 24(12): 1529-1539 (2005) - [j7]Juerg Tschirren, Geoffrey McLennan, Kálmán Palágyi, Eric A. Hoffman, Milan Sonka:
Matching and anatomical labeling of human airway tree. IEEE Trans. Medical Imaging 24(12): 1540-1547 (2005) - 2004
- [j6]Atilla P. Kiraly, James P. Helferty, Eric A. Hoffman, Geoffrey McLennan, William E. Higgins:
Three-dimensional path planning for virtual bronchoscopy. IEEE Trans. Medical Imaging 23(11): 1365-1379 (2004) - 2003
- [j5]Deniz Aykac, Eric A. Hoffman, Geoffrey McLennan, Joseph M. Reinhardt:
Segmentation and Analysis of the Human Airway Tree from 3D X-ray CT Images. IEEE Trans. Medical Imaging 22(8): 940-950 (2003) - 2001
- [j4]Shiying Hu, Eric A. Hoffman, Joseph M. Reinhardt:
Automatic Lung Segmentation for Accurate Quantitation of Volumetric X-ray CT Images. IEEE Trans. Medical Imaging 20(6): 490-498 (2001) - 1998
- [j3]Wonkyu Park, Eric A. Hoffman, Milan Sonka:
Segmentation of Intrathoracic Airway Trees: A Fuzzy Logic Approach. IEEE Trans. Medical Imaging 17(4): 489-497 (1998) - 1997
- [j2]Joseph M. Reinhardt, N. D. D'Souza, Eric A. Hoffman:
Accurate Measurement of Intrathoracic Airways. IEEE Trans. Medical Imaging 16(6): 820-839 (1997) - 1996
- [j1]Milan Sonka, Wonkyu Park, Eric A. Hoffman:
Rule-based detection of intrathoracic airway trees. IEEE Trans. Medical Imaging 15(3): 314-326 (1996)
Conference and Workshop Papers
- 2024
- [c71]Sneha N. Naik, Elsa D. Angelini, R. Graham Barr, Norrina Allen, Alain Bertoni, Eric A. Hoffman, Ani Manichaikul, Jim Pankow, Wendy Post, Yifei Sun, Karol E. Watson, Benjamin M. Smith, Andrew F. Laine:
Unsupervised Airway Tree Clustering with Deep Learning: the Multi-Ethnic Study of Atherosclerosis (Mesa) Lung Study. ISBI 2024: 1-5 - [c70]Xuzhe Zhang, Elsa D. Angelini, Eric A. Hoffman, Karol E. Watson, Benjamin M. Smith, R. Graham Barr, Andrew F. Laine:
Robust Quantification of Percent Emphysema on CT Via Domain Attention: The Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study. ISBI 2024: 1-5 - 2023
- [c69]Artur Wysoczanski, Elsa D. Angelini, Yifei Sun, Benjamin M. Smith, Eric A. Hoffman, Karen Stukovsky, Matthew J. Budoff, Karol E. Watson, John Jeffrey Carr, Elizabeth C. Oelsner, R. Graham Barr, Andrew F. Laine:
Multi-View Cnn For Total Lung Volume Inference On Cardiac Computed Tomography. ISBI 2023: 1-5 - [c68]Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha:
Automated detection of ribs in chest CT scans and assessment of changes in their morphology between Total Lung Capacity (TLC) and Residual Volume (RV). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2023 - [c67]Muhammad F. A. Chaudhary, Seyed Soheil Hosseini, R. Graham Barr, Joseph M. Reinhardt, Eric A. Hoffman, Sarah E. Gerard:
Bridging the Task Barriers: Online Knowledge Distillation Across Tasks for Semi-supervised Mediastinal Segmentation in CT. MLMI@MICCAI (1) 2023: 310-319 - 2022
- [c66]Muhammad F. A. Chaudhary, Sarah E. Gerard, Di Wang, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt:
Single Volume Lung Biomechanics from Chest Computed Tomography Using a Mode Preserving Generative Adversarial Network. ISBI 2022: 1-5 - [c65]Indra Narayan Dutta, Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha:
CT-based segmentation of pectoral muscle using deep learning and association of computed metrics with aging and sex. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c64]Syed Ahmed Nadeem, Alejandro P. Comellas, Indranil Guha, Elizabeth A. Regan, Eric A. Hoffman, Punam K. Saha:
CT-based segmentation of thoracic vertebrae using deep learning and computation of the kyphotic angle. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - 2021
- [c63]Artur Wysoczanski, Elsa D. Angelini, Benjamin M. Smith, Eric A. Hoffman, Grant T. Hiura, Yifei Sun, R. Graham Barr, Andrew F. Laine:
Unsupervised Clustering Of Airway Tree Structures On High-Resolution CT: The Mesa Lung Study. ISBI 2021: 1568-1572 - [c62]Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha:
Generalizability of a deep learning airway segmentation algorithm to a blinded low-dose CT dataset. Medical Imaging: Image Processing 2021 - 2020
- [c61]Zachary W. Althof, Sarah E. Gerard, Yue Pan, Gary E. Christensen, Eric A. Hoffman, Joseph M. Reinhardt:
Automatic Quantification of Pulmonary Fissure Integrity: A Repeatability Analysis. ISBI 2020: 581-585 - [c60]Syed Ahmed Nadeem, Eric A. Hoffman, Alejandro P. Comellas, Punam K. Saha:
Locally Adaptive Half-Max Methods for Airway Lumen-Area and Wall-Thickness and Their Repeat CT Scan Reproducibility. ISBI 2020: 1883-1886 - [c59]Yue Pan, Gary E. Christensen, Oguz C. Durumeric, Sarah E. Gerard, Surya P. Bhatt, R. Graham Barr, Eric A. Hoffman, Joseph M. Reinhardt:
Assessment of Lung Biomechanics in COPD Using Image Registration. ISBI 2020: 1891-1895 - [c58]Muhammad F. A. Chaudhary, Yue Pan, Di Wang, Sandeep Bodduluri, Surya P. Bhatt, Alejandro P. Comellas, Eric A. Hoffman, Gary E. Christensen, Joseph M. Reinhardt:
Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICS. TIA@MICCAI 2020: 143-154 - [c57]Syed Ahmed Nadeem, Eric A. Hoffman, Alejandro P. Comellas, Punam K. Saha:
Anatomical labeling of human airway branches using a novel two-step machine learning and hierarchical features. Medical Imaging: Image Processing 2020: 1131312 - 2019
- [c56]Yu Gan, Jie Yang, Benjamin M. Smith, Pallavi P. Balte, Eric A. Hoffman, Christine P. Hendon, R. Graham Barr, Andrew F. Laine, Elsa D. Angelini:
Enhanced Generative Model for Unsupervised Discovery of Spatially-Informed Macroscopic Emphysema: The Mesa Copd Study. ISBI 2019: 1212-1215 - [c55]Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha:
A fully automated CT-based airway segmentation algorithm using deep learning and topological leakage detection and branch augmentation approaches. Medical Imaging: Image Processing 2019: 109490C - [c54]Yuwen Zhang, Mahyar Osanlouy, Alys R. Clark, Hari Kumar, Clair King, Margaret L. Wilsher, David G. Milne, Eric A. Hoffman, Merryn H. Tawhai:
Pulmonary lobar segmentation from computed tomography scans based on a statistical finite element analysis of lobe shape. Medical Imaging: Image Processing 2019: 1094932 - 2018
- [c53]Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha:
An automated airway segmentation algorithm for CT images using topological leakage detection and volume freezing. ICPR 2018: 1181-1186 - [c52]Syed Ahmed Nadeem, Eric A. Hoffman, Jered P. Sieren, Punam K. Saha:
Topological leakage detection and freeze-and-grow propagation for improved CT-based airway segmentation. Medical Imaging: Image Processing 2018: 105741A - 2017
- [c51]Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha:
Path-Gradient - A Theory of Computing Full Intensity-Transition Between Two Points. CIARP 2017: 399-407 - [c50]Syed Ahmed Nadeem, Eric A. Hoffman, Punam K. Saha:
Novel Theory and Algorithms of Path-Gradient and Their Application to Image Segmentation. ICAPR 2017: 1-6 - [c49]Jingkuan Song, Jie Yang, Benjamin M. Smith, Pallavi P. Balte, Eric A. Hoffman, R. Graham Barr, Andrew F. Laine, Elsa D. Angelini:
Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study. ISBI 2017: 375-378 - [c48]Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, John H. M. Austin, Benjamin M. Smith, Jingkuan Song, R. Graham Barr, Andrew F. Laine:
Unsupervised Discovery of Spatially-Informed Lung Texture Patterns for Pulmonary Emphysema: The MESA COPD Study. MICCAI (1) 2017: 116-124 - [c47]Syed Ahmed Nadeem, Dakai Jin, Eric A. Hoffman, Punam K. Saha:
An iterative method for airway segmentation using multiscale leakage detection. Medical Imaging: Image Processing 2017: 1013308 - 2016
- [c46]Syed Ahmed Nadeem, Dakai Jin, Eric A. Hoffman, Punam K. Saha:
A Novel Iterative Method for Airway Tree Segmentation from CT Imaging Using Multiscale Leakage Detection. ACCV Workshops (3) 2016: 46-60 - [c45]Dakai Jin, Junfeng Guo, Timothy M. Dougherty, Krishna S. Iyer, Eric A. Hoffman, Punam K. Saha:
A semi-automatic framework of measuring pulmonary arterial metrics at anatomic airway locations using CT imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 978816 - [c44]Jie Yang, Elsa D. Angelini, Benjamin M. Smith, John H. M. Austin, Eric A. Hoffman, David A. Bluemke, R. Graham Barr, Andrew F. Laine:
Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study. MCV/BAMBI@MICCAI 2016: 69-80 - [c43]Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, Colin O. Wu, Bharath A. Venkatesh, R. Graham Barr, Andrew F. Laine:
Emphysema Quantification on Cardiac CT Scans Using Hidden Markov Measure Field Model: The MESA Lung Study. MICCAI (2) 2016: 624-631 - 2015
- [c42]Subhadip Basu, Eric A. Hoffman, Punam K. Saha:
Multi-scale Opening - A New Morphological Operator. ICIAP (2) 2015: 417-427 - [c41]Yrjö Tapio Hame, Elsa D. Angelini, Megha A. Parikh, Benjamin M. Smith, Eric A. Hoffman, R. Graham Barr, Andrew F. Laine:
Sparse sampling and unsupervised learning of lung texture patterns in pulmonary emphysema: MESA COPD study. ISBI 2015: 109-113 - 2014
- [c40]Dakai Jin, Krishna S. Iyer, Eric A. Hoffman, Punam K. Saha:
A New Approach of Arc Skeletonization for Tree-like Objects Using Minimum Cost Path. ICPR 2014: 942-947 - [c39]Dakai Jin, Krishna S. Iyer, Eric A. Hoffman, Punam K. Saha:
Automated Assessment of Pulmonary Arterial Morphology in Multi-row Detector CT Imaging Using Correspondence with Anatomic Airway Branches. ISVC (1) 2014: 521-530 - 2013
- [c38]Yrjö Tapio Hame, Elsa D. Angelini, Eric A. Hoffman, R. Graham Barr, Andrew F. Laine:
Robust quantification of pulmonary emphysema with a Hidden Markov Measure Field model. ISBI 2013: 382-385 - 2012
- [c37]Karthik Subramaniam, Eric A. Hoffman, Merryn H. Tawhai:
Quantifying tissue heterogeneity using quadtree decomposition. EMBC 2012: 4079-4082 - [c36]Yik Ching Lee, Alys R. Clark, Matthew Fuld, Susan Haynes, Abhay Divekar, Eric A. Hoffman, Merryn H. Tawhai:
An in-vivo computed tomography approach for quantifying porcine pulmonary arterial morphometry. EMBC 2012: 5400-5403 - [c35]Ziyue Xu, Zhiyun Gao, Eric A. Hoffman, Punam K. Saha:
Tensor scale-based anisotropic region growing for segmentation of elongated biological structures. ISBI 2012: 1032-1035 - [c34]Zhiyun Gao, Randall Grout, Eric A. Hoffman, Punam K. Saha:
Multilevel tree analysis of pulmonary artery/vein trees in noncontrast CT images. Medical Imaging: Image Processing 2012: 83142W - 2011
- [c33]Panfang Hua, Qi Song, Milan Sonka, Eric A. Hoffman, Joseph M. Reinhardt:
Segmentation of pathological and diseased lung tissue in CT images using a graph-search algorithm. ISBI 2011: 2072-2075 - 2010
- [c32]Zhiyun Gao, Colin Holtze, Randall Grout, Milan Sonka, Eric A. Hoffman, Punam K. Saha:
Multi-scale Topo-morphometric Opening of Arteries and Veins: An Evaluative Study via Pulmonary CT Imaging. ISVC (3) 2010: 129-138 - [c31]Youbing Yin, Eric A. Hoffman, Ching-Long Lin:
Lung Lobar Slippage Assessed with the Aid of Image Registration. MICCAI (2) 2010: 578-585 - [c30]Zhiyun Gao, Colin Holtze, Milan Sonka, Eric A. Hoffman, Punam K. Saha:
Multiscale topo-morphologic opening of arteries and veins: a validation study on phantoms and CT imaging of pulmonary vessel casting of pigs. Medical Imaging: Image Processing 2010: 76233H - 2009
- [c29]Kai Ding, Youbing Yin, Kunlin Cao, Gary E. Christensen, Ching-Long Lin, Eric A. Hoffman, Joseph M. Reinhardt:
Evaluation of Lobar Biomechanics during Respiration Using Image Registration. MICCAI (1) 2009: 739-746 - [c28]Punam K. Saha, Zhiyun Gao, Sara K. Alford, Milan Sonka, Eric A. Hoffman:
A novel multiscale topo-morphometric approach for separating arteries and veins via pulmonary CT imaging. Medical Imaging: Image Processing 2009: 725910 - 2007
- [c27]Joseph M. Reinhardt, Gary E. Christensen, Eric A. Hoffman, Kai Ding, Kunlin Cao:
Registration-Derived Estimates of Local Lung Expansion as Surrogates for Regional Ventilation. IPMI 2007: 763-774 - [c26]Milan Sonka, Juerg Tschirren, Soumik Ukil, X. Zhang, Ye Xu, Joseph M. Reinhardt, Edwin J. R. van Beek, Geoffrey McLennan, Eric A. Hoffman:
Pulmonary CT Image Analysis and Computer Aided Detection. ISBI 2007: 500-503 - [c25]Anthony P. Reeves, Alberto M. Biancardi, Tatiyana V. Apanasovich, Charles R. Meyer, Heber MacMahon, Edwin J. R. van Beek, Ella A. Kazerooni, David F. Yankelevitz, Michael F. McNitt-Gray, Geoffrey McLennan, Samuel G. Armato, Denise R. Aberle, Claudia I. Henschke, Eric A. Hoffman, Barbara Y. Croft, Laurence P. Clarke:
The Lung Image Database Consortium (LIDC): pulmonary nodule measurements, the variation, and the difference between different size metrics. Medical Imaging: Computer-Aided Diagnosis 2007: 65140J - [c24]Samuel G. Armato, Rachael Y. Roberts, Geoffrey McLennan, Michael F. McNitt-Gray, David F. Yankelevitz, Ella A. Kazerooni, Edwin J. R. van Beek, Heber MacMahon, Denise R. Aberle, Charles R. Meyer, Anthony P. Reeves, Claudia I. Henschke, Eric A. Hoffman, Barbara Y. Croft, Laurence P. Clarke:
The Lung Image Database Consortium (LIDC): a quality assurance model for the collection of expert-defined truth in lung-nodule-based image analysis studies. Medical Imaging: Computer-Aided Diagnosis 2007: 651429 - [c23]Xiangwei Zhang, Jonathan Stoeckel, Matthias Wolf, Pascal Cathier, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka:
A New Method for Spherical Object Detection and Its Application to Computer Aided Detection of Pulmonary Nodules in CT Images. MICCAI (1) 2007: 842-849 - [c22]Jessica de Ryk, Jamie Weydert, Gary E. Christensen, Jacqueline Thiesse, Eman Namati, Joseph M. Reinhardt, Eric A. Hoffman, Geoffrey McLennan:
Three-dimensional histopathology of lung cancer with multimodality image registration. Medical Imaging: Image Processing 2007: 65122F - 2006
- [c21]Dinesh K. Kumar, Xiujuan Geng, Eric A. Hoffman, Gary E. Christensen:
BICIR: Boundary-Constrained Inverse Consistent Image Registration Using WEB-Splines. CVPR Workshops 2006: 68 - [c20]Xiangwei Zhang, Jonathan Stoeckel, Matthias Wolf, Pascal Cathier, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka:
Computerized detection of pulmonary nodules using a combination of 3D global and local shape information based on helical CT images. Medical Imaging: Image Processing 2006: 61441V - [c19]Jessica de Ryk, Jacqueline Thiesse, Joseph M. Reinhardt, Eric A. Hoffman, Geoffrey McLennan:
Establishing multi-modality datasets with the incorporation of 3D histopathology for soft tissue classification. Medical Imaging: Image Processing 2006: 614437 - 2005
- [c18]Xiangwei Zhang, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka:
Automated Detection of Small-Size Pulmonary Nodules Based on Helical CT Images. IPMI 2005: 664-676 - [c17]Kumar Durairaj, Wenxiang Cong, Jacqueline Thiesse, Earl Nixon, John Meinel, Alexander X. Cong, Geoffrey McLennan, Eric A. Hoffman, Jiang Ming, Ge Wang:
Image-guided simulation for bioluminescence tomographic imaging. Medical Imaging: Image-Guided Procedures 2005 - [c16]Melissa J. Suter, Joseph M. Reinhardt, Eric A. Hoffman, Geoffrey McLennan:
3D pulmonary airway color image reconstruction via shape from shading and virtual bronchoscopy imaging techniques. Medical Imaging: Image Processing 2005 - [c15]Soumik Ukil, Eric A. Hoffman, Joseph M. Reinhardt:
Automatic lung lobe segmentation in x-ray CT images by 3D watershed transform using anatomic information from the segmented airway tree. Medical Imaging: Image Processing 2005 - [c14]Xiangwei Zhang, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka:
A complete CAD system for pulmonary nodule detection in high resolution CT images. Medical Imaging: Image Processing 2005 - [c13]Xiangwei Zhang, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka:
3D segmentation of non-isolated pulmonary nodules in high resolution CT images. Medical Imaging: Image Processing 2005 - 2004
- [c12]Kálmán Palágyi, Juerg Tschirren, Eric A. Hoffman, Milan Sonka:
Assessment of Intrathoracic Airway Trees: Methods and In Vivo Validation. ECCV Workshops CVAMIA and MMBIA 2004: 341-352 - [c11]Smita Krishnan, Kenneth Beck, Joseph M. Reinhardt, Katherine Carlson, Eric A. Hoffman, Brett Simon, Richard Albert:
Regional Lung Ventilation from Volumetric CT Scans Using Image Warping Functions. ISBI 2004: 792-795 - [c10]Xiangwei Zhang, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka:
Computerized detection of pulmonary nodules using cellular neural networks in CT images. Medical Imaging: Image Processing 2004 - 2002
- [c9]Ge Wang, Ming Jiang, Seung Wook Lee, Hong Liu, Eric A. Hoffman:
Cone-beam reconstruction for Micro-CT. ISBI 2002: 384-387 - [c8]Junfeng Guo, Joseph M. Reinhardt, Hiroko Kitaoka, Li Zhang, Milan Sonka, Geoffrey McLennan, Eric A. Hoffman:
Integrated system for CT-based assessment of parenchymal lung disease. ISBI 2002: 871-874 - [c7]Hiroko Kitaoka, Yongsup Park, Juerg Tschirren, Joseph M. Reinhardt, Milan Sonka, Geoffrey McLennan, Eric A. Hoffman:
Automated Nomenclature Labeling of the Bronchial Tree in 3D-CT Lung Images. MICCAI (2) 2002: 1-11 - [c6]Juerg Tschirren, Kálmán Palágyi, Joseph M. Reinhardt, Eric A. Hoffman, Milan Sonka:
Segmentation, Skeletonization, and Branchpoint Matching - A Fully Automated Quantitative Evaluation of Human Intrathoracic Airway Trees. MICCAI (2) 2002: 12-19 - 2001
- [c5]James P. Helferty, Anthony J. Sherbondy, Atilla Peter Kiraly, Janice Z. Turlington, Eric A. Hoffman, Geoffrey McLennan, William E. Higgins:
Image-guided endoscopy for lung-cancer assessment. ICIP (2) 2001: 307-310 - [c4]Joseph M. Reinhardt, Junfeng Guo, Li Zhang, D. Bilgen, Shiying Hu, R. Uppaluri, Ryan M. Long, O. I. Saba, Geoffrey McLennan, Milan Sonka, Eric A. Hoffman:
Integrated System for Objective Assessment of Global and Regional Lung Structure. MICCAI 2001: 1384-1385 - 1996
- [c3]Jiang Qian, Theophano Mitsa, Eric A. Hoffman:
A physically based model for the registration of a 2D image sequence. ICASSP 1996: 2195-2198 - [c2]Wonkyu Park, Eric A. Hoffman, Milan Sonka:
Fuzzy logic approach to extraction of intrathoracic airway trees from three-dimensional CT images. Medical Imaging: Image Processing 1996 - 1992
- [c1]Gopal Sundaramoorthy, William E. Higgins, John Hoford, Eric A. Hoffman:
Graphical user interface system for automatic 3-D medical image analysis. CBMS 1992: 421-428
Informal and Other Publications
- 2024
- [i7]Xuzhe Zhang, Elsa D. Angelini, Eric A. Hoffman, Karol E. Watson, Benjamin M. Smith, R. Graham Barr, Andrew F. Laine:
Robust Quantification of Percent Emphysema on CT via Domain Attention: the Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study. CoRR abs/2402.18383 (2024) - [i6]Artur Wysoczanski, Nabil Ettehadi, Soroush Arabshahi, Yifei Sun, Karen Hinkley Stukovsky, Karol E. Watson, MeiLan K. Han, Erin D. Michos, Alejandro P. Comellas, Eric A. Hoffman, Andrew F. Laine, R. Graham Barr, Elsa D. Angelini:
Robust deep labeling of radiological emphysema subtypes using squeeze and excitation convolutional neural networks: The MESA Lung and SPIROMICS Studies. CoRR abs/2403.00257 (2024) - 2021
- [i5]Xinzi He, Jia Guo, Xuzhe Zhang, Hanwen Bi, Sarah E. Gerard, David W. Kaczka, Amin Motahari, Eric A. Hoffman, Joseph M. Reinhardt, R. Graham Barr, Elsa D. Angelini, Andrew Laine:
Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans. CoRR abs/2106.07608 (2021) - [i4]Muhammad F. A. Chaudhary, Sarah E. Gerard, Di Wang, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt:
Single volume lung biomechanics from chest computed tomography using a mode preserving generative adversarial network. CoRR abs/2110.07878 (2021) - 2020
- [i3]Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, John H. M. Austin, Benjamin M. Smith, R. Graham Barr, Andrew F. Laine:
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning. CoRR abs/2007.04978 (2020) - [i2]Sarah E. Gerard, Jacob Herrmann, Yi Xin, Kevin T. Martin, Emanuele Rezoagli, Davide Ippolito, Giacomo Bellani, Maurizio Cereda, Junfeng Guo, Eric A. Hoffman, David W. Kaczka, Joseph M. Reinhardt:
CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network. CoRR abs/2010.08582 (2020) - 2016
- [i1]Jie Yang, Elsa D. Angelini, Benjamin M. Smith, John H. M. Austin, Eric A. Hoffman, David A. Bluemke, R. Graham Barr, Andrew F. Laine:
Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study. CoRR abs/1612.01820 (2016)
Coauthor Index
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