Heber MacMahon

Publication Activity (10 Years)

Years Active: 1990-2021
Publications (10 Years): 7

Top Topics

Risk Assessment

Nearest Neighbour

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

J. Digit. Imaging

Publications

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 (2021)
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) (2021)
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. Medical Imaging: Computer-Aided Diagnosis (2020)
Jennie Crosby, Sophia Chen, Feng Li, Heber MacMahon, Maryellen L. Giger
Network output visualization to uncover limitations of deep learning detection of pneumothorax. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
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. Medical Imaging: Computer-Aided Diagnosis (2018)
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 (2018)
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. Medical Imaging: Computer-Aided Diagnosis (2017)
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. Medical Imaging: Computer-Aided Diagnosis (2011)
Sophia Chen, Kenji Suzuki, Heber MacMahon
Improved computerized detection of lung nodules in chest radiographs by means of 'virtual dual-energy' radiography. Medical Imaging: Computer-Aided Diagnosis (2011)
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) (2010)
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)
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)
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. Medical Imaging: Computer-Aided Diagnosis (2007)
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. Medical Imaging: Computer-Aided Diagnosis (2007)
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) (2006)
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. Medical Imaging: Image Processing (2005)
Takayuki Ishida, Shigehiko Katsuragawa, Koichi Chida, Heber MacMahon, Kunio Doi
Computer-aided diagnosis for detection of cardiomegaly in digital chest radiographs. Medical Imaging: Image Processing (2005)
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)
Samuel G. Armato III, Heber MacMahon
Automated lung segmentation and computer-aided diagnosis for thoracic CT scans. CARS (2003)
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) (2002)
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. Medical Imaging: Image Processing (2002)
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. Medical Imaging: Image Processing (2001)
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. Medical Imaging: Image Processing (2001)
Yoshitaka Masutani, Heber MacMahon, Kunio Doi
Computer-assisted detection of pulmonary embolism. Medical Imaging: Image Processing (2000)
Samuel G. Armato, Maryellen Lissak Giger, Heber MacMahon
Analysis of a three-dimensional lung nodule detection method for thoracic CT scans. Medical Imaging: Image Processing (2000)
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) (1999)
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) (1999)
Samuel G. Armato, Maryellen Lissak Giger, James T. Blackburn, Kunio Doi, Heber MacMahon
Three-dimensional approach to lung nodule detection in helical CT. Medical Imaging: Image Processing (1999)
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) (1999)
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. Medical Imaging: Image Processing (1998)
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. Medical Imaging: Image Processing (1998)
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) (1998)
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) (1997)
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) (1996)
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)
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) (1994)
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)
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. Medical Imaging: Image Processing (1990)