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2020 – today
- 2021
[j12]Stojan Trajanovski, Dimitrios Mavroeidis, Christine Leon Swisher, Binyam Gebrekidan Gebre, Bastiaan S. Veeling, Rafael Wiemker, Tobias Klinder, Amir Tahmasebi, Shawn M. Regis, Christoph Wald, Brady J. McKee, Sebastian Flacke
, Heber MacMahon, Homer H. Pien:
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. Comput. Medical Imaging Graph. 90: 101883 (2021)- [j11]Feng Li, Samuel G. Armato, Roger Engelmann, Thomas Rhines, Jennie Crosby, Li Lan, Maryellen L. Giger, Heber MacMahon:
Anatomic Point-Based Lung Region with Zone Identification for Radiologist Annotation and Machine Learning for Chest Radiographs. J. Digit. Imaging 34(4): 922-931 (2021) - 2020
- [c25]Jennie Crosby, Thomas Rhines, Feng Li, Heber MacMahon, Maryellen L. Giger:
Deep learning for pneumothorax detection and localization using networks fine-tuned with multiple institutional datasets. Computer-Aided Diagnosis 2020 - [c24]Jennie Crosby, Sophia Chen, Feng Li, Heber MacMahon, Maryellen L. Giger:
Network output visualization to uncover limitations of deep learning detection of pneumothorax. Image Perception, Observer Performance, and Technology Assessment 2020: 113160O
2010 – 2019
- 2018
- [c23]Noriaki Hashimoto, Kenji Suzuki, Junchi Liu, Yasushi Hirano, Heber MacMahon, Shoji Kido:
Deep neural network convolution (NNC) for three-class classification of diffuse lung disease opacities in high-resolution CT (HRCT): Consolidation, ground-glass opacity (GGO), and normal opacity. Computer-Aided Diagnosis 2018: 1057536 - [i1]Stojan Trajanovski, Dimitrios Mavroeidis, Christine Leon Swisher, Binyam Gebrekidan Gebre, Bas Veeling, Rafael Wiemker, Tobias Klinder, Amir Tahmasebi, Shawn M. Regis, Christoph Wald, Brady J. McKee, Heber MacMahon, Homer H. Pien:
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. CoRR abs/1804.01901 (2018) - 2017
- [c22]Rafael Wiemker, Merlijn Sevenster, Heber MacMahon, Feng Li, Sandeep Dalal, Amir Tahmasebi, Tobias Klinder:
Automated assessment of imaging biomarkers for the PanCan lung cancer risk prediction model with validation on NLST data. Computer-Aided Diagnosis 2017: 1013421 - 2011
- [c21]Sophia Chen, Kenji Suzuki, Heber MacMahon:
Improved computerized detection of lung nodules in chest radiographs by means of 'virtual dual-energy' radiography. Computer-Aided Diagnosis 2011: 79630C - [c20]Kenji Suzuki, Samuel G. Armato III, Roger Engelmann, Philip Caligiuri, Heber MacMahon:
Temporal subtraction of 'virtual dual-energy' chest radiographs for improved conspicuity of growing cancers and other pathologic changes. Computer-Aided Diagnosis 2011: 79630F - 2010
- [j10]Feng Li, Roger Engelmann, Kunio Doi, Heber MacMahon:
True Detection Versus "Accidental" Detection of Small Lung Cancer by a Computer-Aided Detection (CAD) Program on Chest Radiographs. J. Digit. Imaging 23(1): 66-72 (2010)
2000 – 2009
- 2007
- [c19]Michael F. McNitt-Gray, Samuel G. Armato, Charles R. Meyer, Anthony P. Reeves, Geoffrey McLennan, Richard C. Pais, J. Freymann, Matthew S. Brown, Roger M. Engelmann, Peyton H. Bland, G. E. Laderach, C. Piker, J. Guo, D. P. Qing, David F. Yankelevitz, Denise R. Aberle, Edwin J. R. van Beek, Heber MacMahon, Ella A. Kazerooni, Barbara Y. Croft, Laurence P. Clarke:
The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation. Computer-Aided Diagnosis 2007: 65140K - [c18]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. Computer-Aided Diagnosis 2007: 65140J - [c17]Satoshi Kasai, Feng Li, Junji Shiraishi, Qiang Li, Christopher Straus, Tamara Vokes, Heber MacMahon, Kunio Doi:
Computerized method for detection of vertebral fractures on lateral chest radiographs based on morphometric data. Computer-Aided Diagnosis 2007: 65141N - [c16]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. Computer-Aided Diagnosis 2007: 651429 - 2006
- [j9]Kenji Suzuki, Hiroyuki Abe, Heber MacMahon, Kunio Doi:
Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN). IEEE Trans. Medical Imaging 25(4): 406-416 (2006) - 2005
- [c15]Takayuki Ishida, Shigehiko Katsuragawa, Koichi Chida, Heber MacMahon, Kunio Doi:
Computer-aided diagnosis for detection of cardiomegaly in digital chest radiographs. Image Processing 2005 - [c14]Kenji Suzuki, Junji Shiraishi, Feng Li, Hiroyuki Abe, Heber MacMahon, Kunio Doi:
Effect of massive training artificial neural networks for rib suppression on reduction of false positives in computerized detection of nodules on chest radiographs. Image Processing 2005 - 2004
- [c13]Feng Li, Qiang Li, Masahito Aoyama, Junji Shiraishi, Hiroyuki Abe, Kenji Suzuki, Roger Engelmann, Shusuke Sone, Heber MacMahon, Kunio Doi:
Usefulness of computerized scheme for differentiating benign from malignant lung nodules on high-resolution CT. CARS 2004: 946-951 - 2003
- [c12]Samuel G. Armato III, Heber MacMahon:
Automated lung segmentation and computer-aided diagnosis for thoracic CT scans. CARS 2003: 977-982 - 2002
- [j8]Yoshitaka Masutani, Heber MacMahon, Kunio Doi:
Computerized Detection of Pulmonary Embolism in Spiral CT Angiography Based on Volumetric Image Analysis. IEEE Trans. Medical Imaging 21(11): 1517-1523 (2002) - [c11]Takayuki Ishida, Shigehiko Katsuragawa, Katsumi Nakamura, Kazuto Ashizawa, Heber MacMahon, Kunio Doi:
Computerized analysis of interstitial lung diseases on chest radiographs based on lung texture, geometric-pattern features, and artificial neural networks. Image Processing 2002 - 2001
- [c10]Samuel G. Armato, Maryellen Lissak Giger, Kunio Doi, Ulrich Bick, Heber MacMahon:
Computerized lung nodule detection: comparison of performance for low-dose and standard-dose helical CT scans. Image Processing 2001 - [c9]Qiang Li, Shigehiko Katsuragawa, Roger M. Engelmann, Samuel G. Armato, Heber MacMahon, Kunio Doi:
Development of a multiple-template matching technique for removal of false positives in a computer-aided diagnostic scheme. Image Processing 2001 - 2000
- [c8]Samuel G. Armato, Maryellen Lissak Giger, Heber MacMahon:
Analysis of a three-dimensional lung nodule detection method for thoracic CT scans. Image Processing 2000 - [c7]Yoshitaka Masutani, Heber MacMahon, Kunio Doi:
Computer-assisted detection of pulmonary embolism. Image Processing 2000
1990 – 1999
- 1999
- [j7]Samuel G. Armato III, Maryellen L. Giger, Heber MacMahon:
Computerized analysis of abnormal asymmetry in digital chest radiographs: Evaluation of potential utility. J. Digit. Imaging 12(1): 34-42 (1999) - [j6]Takayuki Ishida, Kazuto Ashizawa, Roger Engelmann, Shigehiko Katsuragawa, Heber MacMahon, Kunio Doi:
Application of temporal subtraction for detection of interval changes on chest radiographs: Improvement of subtraction images using automated initial image matching. J. Digit. Imaging 12(2): 77-86 (1999) - [j5]Shigehiko Katsuragawa, Hiroyuki Tagashira, Qiang Li, Heber MacMahon, Kunio Doi:
Comparison of the quality of temporal subtraction images obtained with manual and automated methods of digital chest radiography. J. Digit. Imaging 12(4): 166-172 (1999) - [c6]Samuel G. Armato, Maryellen Lissak Giger, James T. Blackburn, Kunio Doi, Heber MacMahon:
Three-dimensional approach to lung nodule detection in helical CT. Image Processing 1999 - 1998
- [j4]Takayuki Ishida, Shigehiko Katsuragawa, Kazuto Ashizawa, Heber MacMahon, Kunio Doi:
Application of artificial neural networks for quantitative analysis of image data in chest radiographs for detection of interstitial lung disease. J. Digit. Imaging 11(4): 182-192 (1998) - [c5]Samuel G. Armato, Maryellen Lissak Giger, Catherine J. Moran, Heber MacMahon, Kunio Doi:
Automated detection of pulmonary nodules in helical computed tomography images of the thorax. Image Processing 1998 - [c4]Xin-Wei Xu, Shigehiko Katsuragawa, Kazuto Ashizawa, Heber MacMahon, Kunio Doi:
Alaysis of image features of histograms of edge gradient for false positive reduction in lung nodule detection in chest radiographs. Image Processing 1998 - 1997
- [j3]Shigehiko Katsuragawa, Kunio Doi, Heber MacMahon, Laurence Monnier-Cholley, Takayuki Ishida, Takeshi Kobayashi:
Classification of normal and abnormal lungs with interstitial diseases by rule-based method and artificial neural networks. J. Digit. Imaging 10(3): 108-114 (1997) - 1996
- [j2]Shigehiko Katsuragawa, Kunio Doi, Heber MacMahon, Laurence Monnier-Cholley, Junji Morishita, Takayuki Ishida:
Quantitative analysis of geometric-pattern features of interstitial infiltrates in digital chest radiographs: Preliminary results. J. Digit. Imaging 9(3): 137-144 (1996) - 1995
- [c3]Barry J. Sullivan, Rashid Ansari, Maryellen L. Giger, Heber MacMahon:
Effects of image preprocessing/resizing on diagnostic quality of compressed medical images [chest radiographs application]. ICIP 1995: 13-16 - 1994
- [j1]Kenneth R. Hoffmann, Kunio Doi, Heber MacMahon, Maryellen L. Giger, Robert M. Nishikawa, Xin-Wei Xu, Lian Yao, Akiko Kano, Michael Carlin:
Development of a digital duplication system for portable chest radiographs. J. Digit. Imaging 7(3): 146-153 (1994) - [c2]Barry J. Sullivan, Rashid Ansari, Maryellen L. Giger, Heber MacMahon:
Relative Effects of Resolution and Quantization on the Quality of Compressed Medical Images. ICIP (2) 1994: 987-991 - 1990
- [c1]Naoki Asada, Kunio Doi, Heber MacMahon, Steven M. Montner, Maryellen Lissak Giger, Chihiro Abe, Chris Yuzheng Wu:
Neural network approach for differential diagnosis of interstitial lung diseases. Image Processing 1990
Coauthor Index
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