Brian E Chapman
Brian E Chapman
Associate Professor of Medical Informatics, University of Melbourne
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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