Heber MacMahon
According to our database1,
Heber MacMahon
authored at least 38 papers
between 1990 and 2021.
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Bibliography
2021
Anatomic Point-Based Lung Region with Zone Identification for Radiologist Annotation and Machine Learning for Chest Radiographs.
J. Digit. Imaging, 2021
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning.
Comput. Medical Imaging Graph., 2021
2020
Network output visualization to uncover limitations of deep learning detection of pneumothorax.
Proceedings of the Medical Imaging 2020: Image Perception, 2020
Deep learning for pneumothorax detection and localization using networks fine-tuned with multiple institutional datasets.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2018
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning.
CoRR, 2018
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.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
2017
Automated assessment of imaging biomarkers for the PanCan lung cancer risk prediction model with validation on NLST data.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2011
Temporal subtraction of 'virtual dual-energy' chest radiographs for improved conspicuity of growing cancers and other pathologic changes.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Improved computerized detection of lung nodules in chest radiographs by means of 'virtual dual-energy' radiography.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
2010
True Detection Versus "Accidental" Detection of Small Lung Cancer by a Computer-Aided Detection (CAD) Program on Chest Radiographs.
J. Digit. Imaging, 2010
2007
The Lung Image Database Consortium (LIDC): pulmonary nodule measurements, the variation, and the difference between different size metrics.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007
The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007
Computerized method for detection of vertebral fractures on lateral chest radiographs based on morphometric data.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007
The Lung Image Database Consortium (LIDC): a quality assurance model for the collection of expert-defined truth in lung-nodule-based image analysis studies.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007
2006
Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN).
IEEE Trans. Medical Imaging, 2006
2005
Effect of massive training artificial neural networks for rib suppression on reduction of false positives in computerized detection of nodules on chest radiographs.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
2004
Usefulness of computerized scheme for differentiating benign from malignant lung nodules on high-resolution CT.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Automated lung segmentation and computer-aided diagnosis for thoracic CT scans.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
2002
Computerized Detection of Pulmonary Embolism in Spiral CT Angiography Based on Volumetric Image Analysis.
IEEE Trans. Medical Imaging, 2002
Computerized analysis of interstitial lung diseases on chest radiographs based on lung texture, geometric-pattern features, and artificial neural networks.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
2001
Development of a multiple-template matching technique for removal of false positives in a computer-aided diagnostic scheme.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Computerized lung nodule detection: comparison of performance for low-dose and standard-dose helical CT scans.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
1999
Comparison of the quality of temporal subtraction images obtained with manual and automated methods of digital chest radiography.
J. Digit. Imaging, 1999
Application of temporal subtraction for detection of interval changes on chest radiographs: Improvement of subtraction images using automated initial image matching.
J. Digit. Imaging, 1999
Computerized analysis of abnormal asymmetry in digital chest radiographs: Evaluation of potential utility.
J. Digit. Imaging, 1999
Proceedings of the Medical Imaging 1999: Image Processing, 1999
1998
Application of artificial neural networks for quantitative analysis of image data in chest radiographs for detection of interstitial lung disease.
J. Digit. Imaging, 1998
Alaysis of image features of histograms of edge gradient for false positive reduction in lung nodule detection in chest radiographs.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Automated detection of pulmonary nodules in helical computed tomography images of the thorax.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
1997
Classification of normal and abnormal lungs with interstitial diseases by rule-based method and artificial neural networks.
J. Digit. Imaging, 1997
1996
Quantitative analysis of geometric-pattern features of interstitial infiltrates in digital chest radiographs: Preliminary results.
J. Digit. Imaging, 1996
1995
Effects of image preprocessing/resizing on diagnostic quality of compressed medical images [chest radiographs application].
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
J. Digit. Imaging, 1994
Relative Effects of Resolution and Quantization on the Quality of Compressed Medical Images.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1990
Proceedings of the Medical Imaging IV: Image Processing, 1990