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Brian E Chapman
Brian E Chapman
Associate Professor of Medical Informatics, University of Melbourne
Verified email at utah.edu - Homepage
Title
Cited by
Cited by
Year
Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification
I Banerjee, Y Ling, MC Chen, SA Hasan, CP Langlotz, N Moradzadeh, ...
Artificial intelligence in medicine 97, 79-88, 2019
2382019
Deep learning to classify radiology free-text reports
MC Chen, RL Ball, L Yang, N Moradzadeh, BE Chapman, DB Larson, ...
Radiology 286 (3), 845-852, 2018
2152018
Automated lung segmentation in X-ray computed tomography: development and evaluation of a heuristic threshold-based scheme1
JK Leader, B Zheng, RM Rogers, FC Sciurba, A Perez, BE Chapman, ...
Academic radiology 10 (11), 1224-1236, 2003
1902003
Document-level classification of CT pulmonary angiography reports based on an extension of the ConText algorithm
BE Chapman, S Lee, HP Kang, WW Chapman
Journal of biomedical informatics 44 (5), 728-737, 2011
1432011
iDASH: integrating data for analysis, anonymization, and sharing
L Ohno-Machado, V Bafna, AA Boxwala, BE Chapman, WW Chapman, ...
Journal of the American Medical Informatics Association 19 (2), 196-201, 2012
1352012
Extending the NegEx lexicon for multiple languages
WW Chapman, D Hilert, S Velupillai, M Kvist, M Skeppstedt, BE Chapman, ...
Studies in health technology and informatics 192, 677, 2013
1282013
A comparison of classification algorithms to automatically identify chest X-ray reports that support pneumonia
WW Chapman, M Fizman, BE Chapman, PJ Haug
Journal of biomedical informatics 34 (1), 4-14, 2001
1232001
Identifying respiratory findings in emergency department reports for biosurveillance using MetaMap
WW Chapman, M Fiszman, JN Dowling, BE Chapman, TC Rindflesch
MEDINFO 2004, 487-491, 2004
822004
Automated assessment of the composition of breast tissue revealed on tissue-thickness-corrected mammography
XH Wang, WF Good, BE Chapman, YH Chang, WR Poller, TS Chang, ...
American Journal of Roentgenology 180 (1), 257-262, 2003
702003
Intracranial black‐blood MR angiography with high‐resolution 3D fast spin echo
AL Alexander, HR Buswell, Y Sun, BE Chapman, JS Tsuruda, DL Parker
Magnetic resonance in medicine 40 (2), 298-310, 1998
701998
A multistage approach to improve performance of computer-aided detection of pulmonary embolisms depicted on CT images: Preliminary investigation
SC Park, BE Chapman, B Zheng
IEEE transactions on biomedical engineering 58 (6), 1519-1527, 2010
682010
Method and apparatus for enhancing an image using data optimization and segmentation
DL Parker, AL Alexander, JA Roberts, BE Chapman
US Patent 6,674,894, 2004
522004
Creating a text classifier to detect radiology reports describing mediastinal findings associated with inhalational anthrax and other disorders
WW Chapman, GF Cooper, P Hanbury, BE Chapman, LH Harrison, ...
Journal of the American Medical Informatics Association 10 (5), 494-503, 2003
522003
Intracranial vessel segmentation from time-of-flight MRA using pre-processing of the MIP Z-buffer: accuracy of the ZBS algorithm
BE Chapman, JO Stapelton, DL Parker
Medical Image Analysis 8 (2), 113-126, 2004
502004
Coil sensitivity estimation for optimal SNR reconstruction and intensity inhomogeneity correction in phased array MR imaging
P Vemuri, EG Kholmovski, DL Parker, BE Chapman
Information Processing in Medical Imaging: 19th International Conference …, 2005
482005
Enhanced image detail using continuity in the MIP Z‐buffer: Applications to magnetic resonance angiography
DL Parker, BE Chapman, JA Roberts, AL Alexander, JS Tsuruda
Journal of Magnetic Resonance Imaging 11 (4), 378-388, 2000
392000
A simple method for automated lung segmentation in X-ray CT images
B Zheng, JK Leader III, GS Maitz, BE Chapman, CR Fuhrman, RM Rogers, ...
Medical Imaging 2003: Image Processing 5032, 1455-1463, 2003
382003
Extracting a stroke phenotype risk factor from Veteran Health Administration clinical reports: an information content analysis
DL Mowery, BE Chapman, M Conway, BR South, E Madden, S Keyhani, ...
Journal of Biomedical Semantics 7, 1-12, 2016
372016
Registration of MR and CT images of the liver: comparison of voxel similarity and surface based registration algorithms
WCC Lee, ME Tublin, BE Chapman
Computer methods and programs in biomedicine 78 (2), 101-114, 2005
362005
Bootstrapping estimates of stability for clusters, observations and model selection
H Yu, B Chapman, A Di Florio, E Eischen, D Gotz, M Jacob, RH Blair
Computational Statistics 34, 349-372, 2019
322019
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