Heber MacMahon - researchr alias

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Viewing Publication 1 - 36 from 36

2021

2020

Deep learning for pneumothorax detection and localization using networks fine-tuned with multiple institutional datasetsJennie Crosby, Thomas Rhines, Feng Li 0018, Heber MacMahon, Maryellen L. Giger. micad 2020: [doi]

Network output visualization to uncover limitations of deep learning detection of pneumothoraxJennie Crosby, Sophia Chen, Feng Li, Heber MacMahon, Maryellen L. Giger. miipop 2020: [doi]

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 opacityNoriaki Hashimoto, Kenji Suzuki, Junchi Liu, Yasushi Hirano, Heber MacMahon, Shoji Kido. micad 2018: 1057536 [doi]

2017

Automated assessment of imaging biomarkers for the PanCan lung cancer risk prediction model with validation on NLST dataRafael Wiemker, Merlijn Sevenster, Heber MacMahon, Feng Li, Sandeep Dalal, Amir Tahmasebi, Tobias Klinder. micad 2017: 1013421 [doi]

2011

Improved computerized detection of lung nodules in chest radiographs by means of 'virtual dual-energy' radiographyS. Chen, K. Suzuki, Heber MacMahon. micad 2011: [doi]

Temporal subtraction of 'virtual dual-energy' chest radiographs for improved conspicuity of growing cancers and other pathologic changesKenji Suzuki, Samuel G. Armato III, Roger Engelmann, Philip Caligiuri, Heber MacMahon. micad 2011: [doi]

2010

True Detection Versus Accidental Detection of Small Lung Cancer by a Computer-Aided Detection (CAD) Program on Chest RadiographsFeng Li, Roger Engelmann, Kunio Doi, Heber MacMahon. jdi, 23(1):66-72, 2010. [doi]

2007

The Lung Image Database Consortium (LIDC): a quality assurance model for the collection of expert-defined truth in lung-nodule-based image analysis studiesSamuel 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. micad 2007: 651429 [doi]

Computerized method for detection of vertebral fractures on lateral chest radiographs based on morphometric dataSatoshi Kasai, Feng Li, Junji Shiraishi, Qiang Li, Christopher Straus, Tamara Vokes, Heber MacMahon, Kunio Doi. micad 2007: [doi]

The Lung Image Database Consortium (LIDC): pulmonary nodule measurements, the variation, and the difference between different size metricsAnthony 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. micad 2007: [doi]

2006

Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN)Kenji Suzuki, Hiroyuki Abe, Heber MacMahon, Kunio Doi. tmi, 25(4):406-416, 2006. [doi]

2005

Computer-aided diagnosis for detection of cardiomegaly in digital chest radiographsTakayuki Ishida, Shigehiko Katsuragawa, Koichi Chida, Heber MacMahon, Kunio Doi. miip 2005: [doi]

Effect of massive training artificial neural networks for rib suppression on reduction of false positives in computerized detection of nodules on chest radiographsKenji Suzuki, Junji Shiraishi, Feng Li, Hiroyuki Abe, Heber MacMahon, Kunio Doi. miip 2005: [doi]

2004

Usefulness of computerized scheme for differentiating benign from malignant lung nodules on high-resolution CTFeng Li, Qiang Li, Masahito Aoyama, Junji Shiraishi, Hiroyuki Abe, Kenji Suzuki, Roger Engelmann, Shusuke Sone, Heber MacMahon, Kunio Doi. cars 2004: 946-951

2003

Automated lung segmentation and computer-aided diagnosis for thoracic CT scansSamuel G. Armato III, Heber MacMahon. cars 2003: 977-982

2002

Computerized analysis of interstitial lung diseases on chest radiographs based on lung texture, geometric-pattern features, and artificial neural networksTakayuki Ishida, Shigehiko Katsuragawa, Katsumi Nakamura, Kazuto Ashizawa, Heber MacMahon, Kunio Doi. miip 2002: [doi]

2001

Computerized lung nodule detection: comparison of performance for low-dose and standard-dose helical CT scansSamuel G. Armato, Maryellen Lissak Giger, Kunio Doi, Ulrich Bick, Heber MacMahon. miip 2001: [doi]

Development of a multiple-template matching technique for removal of false positives in a computer-aided diagnostic schemeQiang Li, Shigehiko Katsuragawa, Roger M. Engelmann, Samuel G. Armato, Heber MacMahon, Kunio Doi. miip 2001: [doi]

2000

Analysis of a three-dimensional lung nodule detection method for thoracic CT scansSamuel G. Armato, Maryellen Lissak Giger, Heber MacMahon. miip 2000: [doi]

Computer-assisted detection of pulmonary embolismYoshitaka Masutani, Heber MacMahon, Kunio Doi. miip 2000: [doi]

1999

Three-dimensional approach to lung nodule detection in helical CTSamuel G. Armato, Maryellen Lissak Giger, James T. Blackburn, Kunio Doi, Heber MacMahon. miip 1999: [doi]

Computerized analysis of abnormal asymmetry in digital chest radiographs: Evaluation of potential utilitySamuel G. Armato III, Maryellen L. Giger, Heber MacMahon. jdi, 12(1):34-42, 1999. [doi]

Application of temporal subtraction for detection of interval changes on chest radiographs: Improvement of subtraction images using automated initial image matchingTakayuki Ishida, Kazuto Ashizawa, Roger Engelmann, Shigehiko Katsuragawa, Heber MacMahon, Kunio Doi. jdi, 12(2):77-86, 1999. [doi]

Comparison of the quality of temporal subtraction images obtained with manual and automated methods of digital chest radiographyShigehiko Katsuragawa, Hiroyuki Tagashira, Qiang Li, Heber MacMahon, Kunio Doi. jdi, 12(4):166-172, 1999. [doi]

1998

1997

Classification of normal and abnormal lungs with interstitial diseases by rule-based method and artificial neural networksShigehiko Katsuragawa, Kunio Doi, Heber MacMahon, Laurence Monnier-Cholley, Takayuki Ishida, Takeshi Kobayashi. jdi, 10(3):108-114, 1997. [doi]

1996

Quantitative analysis of geometric-pattern features of interstitial infiltrates in digital chest radiographs: Preliminary resultsShigehiko Katsuragawa, Kunio Doi, Heber MacMahon, Laurence Monnier-Cholley, Junji Morishita, Takayuki Ishida. jdi, 9(3):137-144, 1996. [doi]

1995

Effects of image preprocessing/resizing on diagnostic quality of compressed medical images [chest radiographs application]Barry J. Sullivan, Rashid Ansari, Maryellen L. Giger, Heber MacMahon. icip 1995: 2013-2016 [doi]

1994

Development of a digital duplication system for portable chest radiographsKenneth R. Hoffmann, Kunio Doi, Heber MacMahon, Maryellen L. Giger, Robert M. Nishikawa, Xin-Wei Xu, Lian Yao, Akiko Kano, Michael Carlin. jdi, 7(3):146-153, 1994. [doi]

Relative Effects of Resolution and Quantization on the Quality of Compressed Medical ImagesBarry J. Sullivan, Rashid Ansari, Maryellen L. Giger, Heber MacMahon. icip 1994: 987-991

1990

Neural network approach for differential diagnosis of interstitial lung diseasesNaoki Asada, Kunio Doi, Heber MacMahon, Steven M. Montner, Maryellen Lissak Giger, Chihiro Abe, Chris Yuzheng Wu. miip 1990: [doi]

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