Heber MacMahon

38 papers B 12Journal 13Unranked 13

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Anatomic Point-Based Lung Region with Zone Identification for Radiologist Annotation and Machine Learning for Chest Radiographs. J. Digit. Imaging Feng Li, Samuel G. Armato, Roger Engelmann, Thomas Rhines, Jennie Crosby, Li Lan, Maryellen L. Giger, Heber MacMahon
2021	J	`jnl`	Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. Comput. Medical Imaging Graph. 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
2020	—	`conf`	Deep learning for pneumothorax detection and localization using networks fine-tuned with multiple institutional datasets. Computer-Aided Diagnosis Jennie Crosby, Thomas Rhines, Feng Li, Heber MacMahon, Maryellen L. Giger
2020	—	`conf`	Network output visualization to uncover limitations of deep learning detection of pneumothorax. Image Perception, Observer Performance, and Technology Assessment Jennie Crosby, Sophia Chen, Feng Li, Heber MacMahon, Maryellen L. Giger
2018	—	`conf`	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 Noriaki Hashimoto, Kenji Suzuki, Junchi Liu, Yasushi Hirano, Heber MacMahon, Shoji Kido
2018	J	`jnl`	Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. CoRR 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
2017	—	`conf`	Automated assessment of imaging biomarkers for the PanCan lung cancer risk prediction model with validation on NLST data. Computer-Aided Diagnosis Rafael Wiemker, Merlijn Sevenster, Heber MacMahon, Feng Li, Sandeep Dalal, Amir Tahmasebi, Tobias Klinder
2011	—	`conf`	Improved computerized detection of lung nodules in chest radiographs by means of 'virtual dual-energy' radiography. Computer-Aided Diagnosis Sophia Chen, Kenji Suzuki, Heber MacMahon
2011	—	`conf`	Temporal subtraction of 'virtual dual-energy' chest radiographs for improved conspicuity of growing cancers and other pathologic changes. Computer-Aided Diagnosis Kenji Suzuki, Samuel G. Armato III, Roger Engelmann, Philip Caligiuri, Heber MacMahon
2010	J	`jnl`	True Detection Versus "Accidental" Detection of Small Lung Cancer by a Computer-Aided Detection (CAD) Program on Chest Radiographs. J. Digit. Imaging Feng Li, Roger Engelmann, Kunio Doi, Heber MacMahon
2007	—	`conf`	Computerized method for detection of vertebral fractures on lateral chest radiographs based on morphometric data. Computer-Aided Diagnosis Satoshi Kasai, Feng Li, Junji Shiraishi, Qiang Li, Christopher Straus, Tamara Vokes, Heber MacMahon, Kunio Doi
2007	—	`conf`	The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation. Computer-Aided Diagnosis 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
2007	—	`conf`	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 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
2007	—	`conf`	The Lung Image Database Consortium (LIDC): pulmonary nodule measurements, the variation, and the difference between different size metrics. Computer-Aided Diagnosis 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
2006	J	`jnl`	Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN). IEEE Trans. Medical Imaging Kenji Suzuki, Hiroyuki Abe, Heber MacMahon, Kunio Doi
2005	B	`conf`	Computer-aided diagnosis for detection of cardiomegaly in digital chest radiographs. Image Processing Takayuki Ishida, Shigehiko Katsuragawa, Koichi Chida, Heber MacMahon, Kunio Doi
2005	B	`conf`	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 Kenji Suzuki, Junji Shiraishi, Feng Li, Hiroyuki Abe, Heber MacMahon, Kunio Doi
2004	—	`conf`	Usefulness of computerized scheme for differentiating benign from malignant lung nodules on high-resolution CT. CARS Feng Li, Qiang Li, Masahito Aoyama, Junji Shiraishi, Hiroyuki Abe, Kenji Suzuki, Roger Engelmann, Shusuke Sone, Heber MacMahon, Kunio Doi
2003	—	`conf`	Automated lung segmentation and computer-aided diagnosis for thoracic CT scans. CARS Samuel G. Armato III, Heber MacMahon
2002	J	`jnl`	Computerized Detection of Pulmonary Embolism in Spiral CT Angiography Based on Volumetric Image Analysis. IEEE Trans. Medical Imaging Yoshitaka Masutani, Heber MacMahon, Kunio Doi
2002	B	`conf`	Computerized analysis of interstitial lung diseases on chest radiographs based on lung texture, geometric-pattern features, and artificial neural networks. Image Processing Takayuki Ishida, Shigehiko Katsuragawa, Katsumi Nakamura, Kazuto Ashizawa, Heber MacMahon, Kunio Doi
2001	B	`conf`	Computerized lung nodule detection: comparison of performance for low-dose and standard-dose helical CT scans. Image Processing Samuel G. Armato, Maryellen Lissak Giger, Kunio Doi, Ulrich Bick, Heber MacMahon
2001	B	`conf`	Development of a multiple-template matching technique for removal of false positives in a computer-aided diagnostic scheme. Image Processing Qiang Li, Shigehiko Katsuragawa, Roger M. Engelmann, Samuel G. Armato, Heber MacMahon, Kunio Doi
2000	B	`conf`	Analysis of a three-dimensional lung nodule detection method for thoracic CT scans. Image Processing Samuel G. Armato, Maryellen Lissak Giger, Heber MacMahon
2000	B	`conf`	Computer-assisted detection of pulmonary embolism. Image Processing Yoshitaka Masutani, Heber MacMahon, Kunio Doi
1999	J	`jnl`	Application of temporal subtraction for detection of interval changes on chest radiographs: Improvement of subtraction images using automated initial image matching. J. Digit. Imaging Takayuki Ishida, Kazuto Ashizawa, Roger Engelmann, Shigehiko Katsuragawa, Heber MacMahon, Kunio Doi
1999	J	`jnl`	Comparison of the quality of temporal subtraction images obtained with manual and automated methods of digital chest radiography. J. Digit. Imaging Shigehiko Katsuragawa, Hiroyuki Tagashira, Qiang Li, Heber MacMahon, Kunio Doi
1999	J	`jnl`	Computerized analysis of abnormal asymmetry in digital chest radiographs: Evaluation of potential utility. J. Digit. Imaging Samuel G. Armato III, Maryellen L. Giger, Heber MacMahon
1999	B	`conf`	Three-dimensional approach to lung nodule detection in helical CT. Image Processing Samuel G. Armato, Maryellen Lissak Giger, James T. Blackburn, Kunio Doi, Heber MacMahon
1998	B	`conf`	Alaysis of image features of histograms of edge gradient for false positive reduction in lung nodule detection in chest radiographs. Image Processing Xin-Wei Xu, Shigehiko Katsuragawa, Kazuto Ashizawa, Heber MacMahon, Kunio Doi
1998	J	`jnl`	Application of artificial neural networks for quantitative analysis of image data in chest radiographs for detection of interstitial lung disease. J. Digit. Imaging Takayuki Ishida, Shigehiko Katsuragawa, Kazuto Ashizawa, Heber MacMahon, Kunio Doi
1998	B	`conf`	Automated detection of pulmonary nodules in helical computed tomography images of the thorax. Image Processing Samuel G. Armato, Maryellen Lissak Giger, Catherine J. Moran, Heber MacMahon, Kunio Doi
1997	J	`jnl`	Classification of normal and abnormal lungs with interstitial diseases by rule-based method and artificial neural networks. J. Digit. Imaging Shigehiko Katsuragawa, Kunio Doi, Heber MacMahon, Laurence Monnier-Cholley, Takayuki Ishida, Takeshi Kobayashi
1996	J	`jnl`	Quantitative analysis of geometric-pattern features of interstitial infiltrates in digital chest radiographs: Preliminary results. J. Digit. Imaging Shigehiko Katsuragawa, Kunio Doi, Heber MacMahon, Laurence Monnier-Cholley, Junji Morishita, Takayuki Ishida
1995	B	`conf`	Effects of image preprocessing/resizing on diagnostic quality of compressed medical images [chest radiographs application]. ICIP Barry J. Sullivan, Rashid Ansari, Maryellen L. Giger, Heber MacMahon
1994	J	`jnl`	Development of a digital duplication system for portable chest radiographs. J. Digit. Imaging Kenneth R. Hoffmann, Kunio Doi, Heber MacMahon, Maryellen L. Giger, Robert M. Nishikawa, Xin-Wei Xu, Lian Yao, Akiko Kano, Michael Carlin
1994	—	`conf`	Relative Effects of Resolution and Quantization on the Quality of Compressed Medical Images. ICIP (2) Barry J. Sullivan, Rashid Ansari, Maryellen L. Giger, Heber MacMahon
1990	B	`conf`	Neural network approach for differential diagnosis of interstitial lung diseases. Image Processing Naoki Asada, Kunio Doi, Heber MacMahon, Steven M. Montner, Maryellen Lissak Giger, Chihiro Abe, Chris Yuzheng Wu