Denise R. Aberle

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 9

Top Topics

Prognostic Factors

Computed Tomography

Convolutional Neural Network

Sequential Decision Making

Top Venues

Comput. Biol. Medicine

Artif. Intell. Medicine

Publications

Yannan Lin, Ruiwen Ding, Ashley Prosper, Denise R. Aberle, Alex A. T. Bui, William Hsu
Capturing Demographic, Health-Related, and Psychosocial Variables in a Standardized Manner: Towards Improving Cancer Screening Adherence. AMIA (2022)
Yannan Lin, Leihao Wei, Simon X. Han, Denise R. Aberle, William Hsu
EDICNet: An end-to-end detection and interpretable malignancy classification network for pulmonary nodules in computed tomography. Medical Imaging: Computer-Aided Diagnosis (2020)
Shiwen Shen, Simon X. Han, Denise R. Aberle, Alex A. T. Bui, William Hsu
Explainable Hierarchical Semantic Convolutional Neural Network for Lung Cancer Diagnosis. CVPR Workshops (2019)
Shiwen Shen, Simon X. Han, Denise R. Aberle, Alex A. T. Bui, William Hsu
An interpretable deep hierarchical semantic convolutional neural network for lung nodule malignancy classification. Expert Syst. Appl. 128 (2019)
Panayiotis Petousis, Audrey Winter, William Speier, Denise R. Aberle, William Hsu, Alex A. T. Bui
Using Sequential Decision Making to Improve Lung Cancer Screening Performance. IEEE Access 7 (2019)
Jean I. Garcia-Gathright, Nicholas J. Matiasz, Carlos Adame, Karthik V. Sarma, Lauren Sauer, Nova F. Smedley, Marshall L. Spiegel, Jennifer Strunck, Edward B. Garon, Ricky K. Taira, Denise R. Aberle, Alex A. T. Bui
Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies. Comput. Biol. Medicine 92 (2018)
Shiwen Shen, Simon X. Han, Denise R. Aberle, Alex A. T. Bui, William Hsu
An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification. CoRR (2018)
Jean I. Garcia-Gathright, Nicholas J. Matiasz, Edward B. Garon, Denise R. Aberle, Ricky K. Taira, Alex A. T. Bui
Toward patient-tailored summarization of lung cancer literature. BHI (2016)
Panayiotis Petousis, Simon X. Han, Denise R. Aberle, Alex A. T. Bui
Prediction of lung cancer incidence on the low-dose computed tomography arm of the National Lung Screening Trial: A dynamic Bayesian network. Artif. Intell. Medicine 72 (2016)
Jean I. Garcia-Gathright, Andrea Oh, Phillip A. Abarca, Mary Han, William Sago, Marshall L. Spiegel, Brian Wolf, Edward B. Garon, Alex A. T. Bui, Denise R. Aberle
Representing and extracting lung cancer study metadata: Study objective and study design. Comput. Biol. Medicine 58 (2015)
Mary McNamara, Corey W. Arnold, Karthik Sarma, Denise R. Aberle, Edward B. Garon, Alex A. T. Bui
Patient portal preferences: Perspectives on imaging information. J. Assoc. Inf. Sci. Technol. 66 (8) (2015)
Mary McNamara, Karthik Sarma, Denise R. Aberle, Alex A. T. Bui, Corey W. Arnold
Data Model for Personalized Patient Health Guidelines: An Exploratory Study. AMIA (2014)
Alex A. T. Bui, William Hsu, Corey W. Arnold, Suzie El-Saden, Denise R. Aberle, Ricky K. Taira
Perspective: Imaging-based observational databases for clinical problem solving: the role of informatics. J. Am. Medical Informatics Assoc. 20 (6) (2013)
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)
Alex A. T. Bui, Denise R. Aberle, Hooshang Kangarloo
TimeLine: Visualizing Integrated Patient Records. IEEE Trans. Inf. Technol. Biomed. 11 (4) (2007)
Yang Wang, Michael F. McNitt-Gray, Matthew S. Brown, Jonathan G. Goldin, Haiming Zhao, Denise R. Aberle
Differentiating solitary pulmonary nodules (SPNs) with 3D shape features. 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)
Matthew S. Brown, Michael F. McNitt-Gray, Richard C. Pais, Sumit K. Shah, Peiyuan Qing, Irene Da Costa, Denise R. Aberle, Jonathan G. Goldin
CAD in clinical trials: Current role and architectural requirements. Comput. Medical Imaging Graph. 31 (4-5) (2007)
Yang Wang, Michael F. McNitt-Gray, Sumit K. Shah, Jonathan G. Goldin, Matthew S. Brown, Denise R. Aberle
Computer-aided characterization of solitary pulmonary nodules (SPNs) using structural 3D, texture, and functional dynamic contrast features. Medical Imaging: Computer-Aided Diagnosis (2007)
Alex A. T. Bui, Craig A. Morioka, John D. N. Dionisio, David B. Johnson, Usha Sinha, Siamak Ardekani, Ricky K. Taira, Denise R. Aberle, Suzie El-Saden, Hooshang Kangarloo
openSourcePACS: An Extensible Infrastructure for Medical Image Management. IEEE Trans. Inf. Technol. Biomed. 11 (1) (2007)
Robert A. Ochs, Erin Angel, Kirsten Boedeker, Iva Petkovska, Christoph Panknin, Jonathan G. Goldin, Denise R. Aberle, Michael F. McNitt-Gray, Matthew S. Brown
The influence of CT dose and reconstruction parameters on automated detection of small pulmonary nodules. Medical Imaging: Image Processing (2006)
Sumit K. Shah, Michael F. McNitt-Gray, Iva Petkovska, Hyun Jun Kim, Kheshini R. DeZoysa, Jonathan G. Goldin, Robert D. Suh, Denise R. Aberle
Solitary pulmonary nodule characterization on CT by use of contrast enhancement maps. Medical Imaging: Image Processing (2005)
Matthew S. Brown, Sumit K. Shah, Richard C. Pais, Yeng-Zhong Lee, Michael F. McNitt-Gray, Jonathan G. Goldin, Alfonso F. Cardenas, Denise R. Aberle
Database design and implementation for quantitative image analysis research. IEEE Trans. Inf. Technol. Biomed. 9 (1) (2005)
Sumit K. Shah, Michael F. McNitt-Gray, Sarah Rogers, Jonathan G. Goldin, Denise R. Aberle, Robert D. Suh, Kheshini R. DeZoysa, Matthew S. Brown
Computer-aided lung nodule diagnosis using a simple classifier. CARS (2004)
Alex A. T. Bui, Ricky K. Taira, Suzie El-Saden, Alicia Dordoni, Denise R. Aberle
Automated Medical Problem List Generation: Towards a Patient TimeLine. MedInfo (2004)
Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Robert D. Suh, Denise R. Aberle
Patient-specific models for lung nodule detection and surveillance in CT images. Medical Imaging: Image Processing (2001)
Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Robert D. Suh, James W. Sayre, Denise R. Aberle
Patient-Specific Models for Lung Nodule Detection and Survellience in CT Images. IEEE Trans. Medical Imaging 20 (12) (2001)
Michael F. McNitt-Gray, Nathaniel Wyckoff, Jonathan G. Goldin, Robert D. Suh, James W. Sayre, Denise R. Aberle
Computer-aided diagnosis of the solitary pulmonary nodule imaged on CT: 2D, 3D, and contrast enhancement features. Medical Imaging: Image Processing (2001)
Alex A. T. Bui, Michael F. McNitt-Gray, Jonathan G. Goldin, Alfonso F. Cardenas, Denise R. Aberle
Application of Information Technology: Problem-oriented Prefetching for an Integrated Clinical Imaging Workstation. J. Am. Medical Informatics Assoc. 8 (3) (2001)
Nathaniel Wyckoff, Michael F. McNitt-Gray, Jonathan G. Goldin, Robert D. Suh, James W. Sayre, Denise R. Aberle
Classification of solitary pulmonary nodules (SPNs) imaged on high-resolution CT using contrast enhancement and three-dimensional quantitative image features. Medical Imaging: Image Processing (2000)
Alex A. T. Bui, Denise R. Aberle, Jonathan G. Goldin, Michael F. McNitt-Gray, Alfonso F. Cardenas, Eric Kleerup, Osman Ratib
TimeLine: A Multimedia, Problem-Centric Visualization of Patient Records. AMIA (1999)
Alex A. T. Bui, Denise R. Aberle, Michael F. McNitt-Gray, Alfonso F. Cardenas, Jonathan G. Goldin
The evolution of an integrated timeline for oncology patient healthcare. AMIA (1998)
Michael F. McNitt-Gray, Eric M. Hart, Nathaniel Wyckoff, James W. Sayre, Jonathan G. Goldin, Denise R. Aberle
Application of image analysis techniques to distinguish benign from malignant solitary pulmonary nodules imaged on CT. Medical Imaging: Image Processing (1998)
Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Denise R. Aberle
Extensible knowledge-based architecture for segmenting CT data. Medical Imaging: Image Processing (1998)
Matthew S. Brown, Michael F. McNitt-Gray, Nicholas J. Mankovich, Jonathan G. Goldin, John Hiller, Laurence S. Wilson, Denise R. Aberle
Methods for Segmenting Chest CT Image Data Using an Anatomical Model: Preliminary Results. IEEE Trans. Medical Imaging 16 (6) (1997)
Matthew S. Brown, Michael F. McNitt-Gray, Jonathan G. Goldin, Denise R. Aberle
An extensible knowledge-based architecture for segmenting computed tomography images. ICIP (3) (1997)
David B. Johnson, Ricky K. Taira, Alfonso F. Cardenas, Denise R. Aberle
Extracting Information from Free Text Radiology Reports. Int. J. Digit. Libr. 1 (3) (1997)
Michael F. McNitt-Gray, Eric M. Hart, Jonathan G. Goldin, Chih-Wei Yao, Denise R. Aberle
Pattern classification approach to characterizing solitary pulmonary nodules imaged on high-resolution computed tomography. Medical Imaging: Image Processing (1996)
Ricky K. Taira, David B. Johnson, Vikas Bhushan, Monica Rivera, Clement Wong, Lujia Huang, Denise R. Aberle, Melanie Greaves, Jonathan G. Goldin
A concept-based retrieval system for thoracic radiology. J. Digit. Imaging 9 (1) (1996)
Samuel J. Dwyer III, Brent K. Stewart, Denise R. Aberle, Maria I. Boechat, Lawrence Yao, Donna Marciano
Electronic archiving for radiology image management systems. MSS (1993)