Towards radiologist-level cancer risk assessment in CT lung screening using deep learning - 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; et al. (Comput. Medical Imaging Graph., 2021)

Anatomic Point-Based Lung Region with Zone Identification for Radiologist Annotation and Machine Learning for Chest Radiographs - Feng Li; Samuel G. Armato; Roger Engelmann; Thomas Rhines; Jennie Crosby; Li Lan; Maryellen L. Giger; Heber MacMahon (J. Digit. Imaging, 2021)

Deep learning for pneumothorax detection and localization using networks fine-tuned with multiple institutional datasets - Jennie Crosby; Thomas Rhines; Feng Li; Heber MacMahon; Maryellen L. Giger (Medical Imaging 2020: Computer-Aided Diagnosis, Houston, TX, USA, February 16-19, 2020, 2020)

Network output visualization to uncover limitations of deep learning detection of pneumothorax - Jennie Crosby; Sophia Chen; Feng Li; Heber MacMahon; Maryellen L. Giger (Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment, Houston, TX, USA, February 15-20, 2020, 2020)

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 - Noriaki Hashimoto; Kenji Suzuki; Junchi Liu; Yasushi Hirano; Heber MacMahon; Shoji Kido (Medical Imaging 2018: Computer-Aided Diagnosis, Houston, Texas, USA, 10-15 February 2018, 2018)

Towards radiologist-level cancer risk assessment in CT lung screening using deep learning - 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; et al. (CoRR, 2018)

Automated assessment of imaging biomarkers for the PanCan lung cancer risk prediction model with validation on NLST data - Rafael Wiemker; Merlijn Sevenster; Heber MacMahon; Feng Li; Sandeep Dalal; Amir Tahmasebi; Tobias Klinder (Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida, United States, 11-16 February 2017, 2017)

Improved computerized detection of lung nodules in chest radiographs by means of 'virtual dual-energy' radiography - Sophia Chen; Kenji Suzuki; Heber MacMahon (Medical Imaging 2011: Computer-Aided Diagnosis, Lake Buena Vista (Orlando), Florida, United States, 12-17 February 2011, 2011)

Temporal subtraction of 'virtual dual-energy' chest radiographs for improved conspicuity of growing cancers and other pathologic changes - Kenji Suzuki; Samuel G. Armato III; Roger Engelmann; Philip Caligiuri; Heber MacMahon (Medical Imaging 2011: Computer-Aided Diagnosis, Lake Buena Vista (Orlando), Florida, United States, 12-17 February 2011, 2011)

True Detection Versus "Accidental" Detection of Small Lung Cancer by a Computer-Aided Detection (CAD) Program on Chest Radiographs - Feng Li; Roger Engelmann; Kunio Doi; Heber MacMahon (J. Digit. Imaging, 2010)

The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation - 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; et al. (Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, CA, United States, 17-22 February 2007, 2007)

The Lung Image Database Consortium (LIDC): pulmonary nodule measurements, the variation, and the difference between different size metrics - 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; et al. (Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, CA, United States, 17-22 February 2007, 2007)

Computerized method for detection of vertebral fractures on lateral chest radiographs based on morphometric data - Satoshi Kasai; Feng Li; Junji Shiraishi; Qiang Li; Christopher Straus; Tamara Vokes; Heber MacMahon; Kunio Doi (Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, CA, United States, 17-22 February 2007, 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 - 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; et al. (Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, CA, United States, 17-22 February 2007, 2007)

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 (IEEE Trans. Medical Imaging, 2006)

Computer-aided diagnosis for detection of cardiomegaly in digital chest radiographs - Takayuki Ishida; Shigehiko Katsuragawa; Koichi Chida; Heber MacMahon; Kunio Doi (Medical Imaging 2005: Image Processing, San Diego, California, United States, 12-17 February 2005, 2005)

Effect of massive training artificial neural networks for rib suppression on reduction of false positives in computerized detection of nodules on chest radiographs - Kenji Suzuki; Junji Shiraishi; Feng Li; Hiroyuki Abe; Heber MacMahon; Kunio Doi (Medical Imaging 2005: Image Processing, San Diego, California, United States, 12-17 February 2005, 2005)

Usefulness of computerized scheme for differentiating benign from malignant lung nodules on high-resolution CT - Feng Li; Qiang Li; Masahito Aoyama; Junji Shiraishi; Hiroyuki Abe; Kenji Suzuki; Roger Engelmann; Shusuke Sone; Heber MacMahon; Kunio Doi (CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, Chicago, USA, June 23-26, 2004, 2004)

Automated lung segmentation and computer-aided diagnosis for thoracic CT scans - Samuel G. Armato III; Heber MacMahon (CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, London, UK, June 25-28, 2003, 2003)

Computerized Detection of Pulmonary Embolism in Spiral CT Angiography Based on Volumetric Image Analysis - Yoshitaka Masutani; Heber MacMahon; Kunio Doi (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 - Takayuki Ishida; Shigehiko Katsuragawa; Katsumi Nakamura; Kazuto Ashizawa; Heber MacMahon; Kunio Doi (Medical Imaging 2002: Image Processing, San Diego, California, United States, 23-28 February 2002, 2002)

Computerized lung nodule detection: comparison of performance for low-dose and standard-dose helical CT scans - Samuel G. Armato; Maryellen Lissak Giger; Kunio Doi; Ulrich Bick; Heber MacMahon (Medical Imaging 2001: Image Processing, San Diego, CA, United States, 17-22 February 2001, 2001)

Development of a multiple-template matching technique for removal of false positives in a computer-aided diagnostic scheme - Qiang Li; Shigehiko Katsuragawa; Roger M. Engelmann; Samuel G. Armato; Heber MacMahon; Kunio Doi (Medical Imaging 2001: Image Processing, San Diego, CA, United States, 17-22 February 2001, 2001)

Analysis of a three-dimensional lung nodule detection method for thoracic CT scans - Samuel G. Armato; Maryellen Lissak Giger; Heber MacMahon (Medical Imaging 2000: Image Processing, San Diego, CA, United States, 12-18 February 2000, 2000)

Computer-assisted detection of pulmonary embolism - Yoshitaka Masutani; Heber MacMahon; Kunio Doi (Medical Imaging 2000: Image Processing, San Diego, CA, United States, 12-18 February 2000, 2000)

Computerized analysis of abnormal asymmetry in digital chest radiographs: Evaluation of potential utility - Samuel G. Armato III; Maryellen L. Giger; Heber MacMahon (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 - Takayuki Ishida; Kazuto Ashizawa; Roger Engelmann; Shigehiko Katsuragawa; Heber MacMahon; Kunio Doi (J. Digit. Imaging, 1999)

Comparison of the quality of temporal subtraction images obtained with manual and automated methods of digital chest radiography - Shigehiko Katsuragawa; Hiroyuki Tagashira; Qiang Li; Heber MacMahon; Kunio Doi (J. Digit. Imaging, 1999)

Three-dimensional approach to lung nodule detection in helical CT - Samuel G. Armato; Maryellen Lissak Giger; James T. Blackburn; Kunio Doi; Heber MacMahon (Medical Imaging 1999: Image Processing, San Diego, CA, United States, 20-26 February 1999, 1999)

Application of artificial neural networks for quantitative analysis of image data in chest radiographs for detection of interstitial lung disease - Takayuki Ishida; Shigehiko Katsuragawa; Kazuto Ashizawa; Heber MacMahon; Kunio Doi (J. Digit. Imaging, 1998)

Automated detection of pulmonary nodules in helical computed tomography images of the thorax - Samuel G. Armato; Maryellen Lissak Giger; Catherine J. Moran; Heber MacMahon; Kunio Doi (Medical Imaging 1998: Image Processing, San Diego, CA, United States, 21-26 February 1998, 1998)

Alaysis of image features of histograms of edge gradient for false positive reduction in lung nodule detection in chest radiographs - Xin-Wei Xu; Shigehiko Katsuragawa; Kazuto Ashizawa; Heber MacMahon; Kunio Doi (Medical Imaging 1998: Image Processing, San Diego, CA, United States, 21-26 February 1998, 1998)

Classification of normal and abnormal lungs with interstitial diseases by rule-based method and artificial neural networks - Shigehiko Katsuragawa; Kunio Doi; Heber MacMahon; Laurence Monnier-Cholley; Takayuki Ishida; Takeshi Kobayashi (J. Digit. Imaging, 1997)

Quantitative analysis of geometric-pattern features of interstitial infiltrates in digital chest radiographs: Preliminary results - Shigehiko Katsuragawa; Kunio Doi; Heber MacMahon; Laurence Monnier-Cholley; Junji Morishita; Takayuki Ishida (J. Digit. Imaging, 1996)

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 (Proceedings 1995 International Conference on Image Processing, Washington, DC, USA, October 23-26, 1995, 1995)

Development of a digital duplication system for portable chest radiographs - Kenneth R. Hoffmann; Kunio Doi; Heber MacMahon; Maryellen L. Giger; Robert M. Nishikawa; Xin-Wei Xu; Lian Yao; Akiko Kano; Michael Carlin (J. Digit. Imaging, 1994)

Relative Effects of Resolution and Quantization on the Quality of Compressed Medical Images - Barry J. Sullivan; Rashid Ansari; Maryellen L. Giger; Heber MacMahon (Proceedings 1994 International Conference on Image Processing, Austin, Texas, USA, November 13-16, 1994, 1994)

Neural network approach for differential diagnosis of interstitial lung diseases - Naoki Asada; Kunio Doi; Heber MacMahon; Steven M. Montner; Maryellen Lissak Giger; Chihiro Abe; Chris Yuzheng Wu (Medical Imaging IV: Image Processing, 1990, Newport Beach, CA, United States, February 1990, 1990)