Theses
| Journals | Patents | Conferences
Theses
1. A.
P. Bradley, “Machine Learning for Medical
Diagnostics: Techniques for Feature Extraction, Classification and Evaluation.”
Ph.D. Thesis,
2. A. P. Bradley, “Low Bit-rate Speech Coding for the Clearway Local Area Network,” Honours Thesis, Department of Electrical and Electronic Engineering, The University Of Plymouth, United Kingdom, 1989.
Journal
Publications
Under
Review
1.
Robert J. Falconer, Hidayatul A. Zakaria, Yuan Y. Fan, Andrew P.
Bradley, Anton P.J. Middelberg, “Far-infrared Spectroscopy of Protein
Higher-order Structures,” submitted to Biomacromolecules.
2.
PA. Meehan, AP. Bradley, J. Castner, PA. Bellette, DA. Copland,
HJ. Chenery and PA. Silburn, “Complexity Based Analysis of Subthalamic
Nucleus Activity during Semantic Processing,” submitted to Neuron.
3.
Noor A. Samsudin and Andrew P. Bradley,
“Nearest Neighbour Group Based Classification,” Submitted to Pattern Recognition.
2010
1.
Nahla Barakat and Andrew P. Bradley,
“Rule-Extraction from Support Vector Machines: A Survey,” accepted Neurocomputing,
March 2010.
2.
Matthew Petoe, Andrew P. Bradley and Wayne J. Wilson, “On Chirp
Stimuli and Neural Synchrony in the Supra-threshold Auditory Brainstem
Response,” accepted Journal of the
Acoustical Society of America (JASA).
3.
Yaniv Gal, Andrew Mehnert, Andrew P. Bradley, Kerry McMahon,
Dominic Kennedy, and Stuart Crozier, “Denoising of Dynamic Contrast-Enhanced MR
Images Using Dynamic Non-Local Means,” IEEE
Transactions on Medical Imaging, 29 (2), pp 302-310, 2010 (DOI: 10.1109/TMI.2009.2026575).
2009
4.
Nahla Barakat, Andrew P. Bradley and M. Nabil Barakat, “Intelligible
Support Vector Machines for Diagnosis of Diabetes Mellitus,” accepted IEEE Transactions on Information Technology
in Biomedicine, December 2009.
5.
Matthew Petoe, Andrew P. Bradley and Wayne J. Wilson, “On the
Benefits of Using Chained Stimuli for Frequency-Specific ABR Acquisition,” The Australia New Zealand Journal of
Audiology, Vol. 31, No. 2, November 2009.
6.
Wayne J. Wilson, Paul C. Mills, Andrew P. Bradley, Matthew A.
Petoe, Andrew WB. Smith, Ahmad Aidil Dzulkarnain, “Fast Assessment of Canine
Hearing Using High Click-rate BAER,” in press The Veterinary Journal, September 2009
(DOI:10.1016/j.tvjl.2009.10.009).
7.
Julie Tann, Wayne Wilson, Andrew P. Bradley and Geoff Wanless
“Progress towards Universal Neonatal Hearing Screening: a World Review,” The Australia New Zealand Journal of
Audiology, 31 (2), May 2009, pp 3-14.
2008
8.
Emanuel E. Zelniker, Andrew P. Bradley, Joanna E. Castner, Helen
J. Chenery, David A. Copland and Peter A. Silburn, “Estimation of Neuronal
Firing Rates with the Three-State Biological Point Process Model,” Journal of Neuroscience Methods, 174;
(2008): pp 281-291 (DOI: 10.1016/j.jneumeth.2008.05.026).
9.
Ian O’Brien, Wayne Wilson and Andrew P. Bradley, “On the Nature of
Orchestral Noise,” Journal of the
Acoustical Society of America (JASA), 124 (2), August 2008, pp 926-939
(DOI: 10.1121/1.2940589).
10. A.A, Dzulkarnain, W.J, Wilson,
A.P, Bradley, and M. Petoe, “The effects of electrode montage on the amplitude
of wave V in the auditory brainstem response to maximum length sequence
stimuli,” Audiology and Neuro-otology, 2008; 13:7-12 (DOI: 10.1159/000107432).
2007
11. Nahla H. Barakat
and Andrew P. Bradley, “Rule Extraction from Support Vector Machines: A
Sequential Covering Approach,” IEEE
Transactions on Knowledge and Data Engineering (KDE), Vol. 19, No. 6, pp
729-741, June 2007.
12. Paul C. Mills, Andrew P.
Bradley, Peter F. Woodall and Michael Wildermoth, “Teaching histology to first
year veterinary science students using Virtual Microscopy and traditional
microscopy: A comparison of student responses,” Journal of Veterinary Medical Education, 34(2), pp 177-182,
February 2007.
13.
2006
14. Lauren A Harvey, Wayne J Wilson,
Ross Darnell, Andrew P Bradley and Fiona C. Baker, “The effect of sleep on the
fast and slow components of the auditory brainstem response: A case study,” The Australia New Zealand Journal of
Audiology, 28(2), pp 106-121, November 2006.
15. W. J. Wilson, K. L. Bailey, C.
L. Balke, C. L. D’Arbe, B.
R. Hoddinott, A. P. Bradley and P. C. Mills, “On the Dual Structure of the
Auditory Brainstem Response in Dogs,” Clinical
Neurophysiology, Vol. 117, pp 2211-2220, 2006
(DOI:10.1016/j.clinph.2006.06.711).
16. Wayne J. Wilson, Jane A. Chapple, Kate M. Phillips, Kylie T. Snell, Andrew P.
Bradley and Ross Darnell, “Over-complete
discrete wavelet transformation of the normal auditory brainstem response
improves prediction of outcome following severe acute closed head injury” Audiology and Neuro-otology, 2006; 11:249-258 (DOI:
10.1159/000093111).
17. Jong Yong A. Foo,
Andrew P. Bradley, Stephen J. Wilson, Gordon R. Williams, Carolyn Dakin and
David M. Cooper, “Screening of Obstructive and Central Apnoea/Hypopnoea
in Children using Variability: A Preliminary Study,” Acta Paediatrica,
95 (5): 561-564, May 2006 (DOI: 10.1080/08035250500477552).
18. Jong Yong A. Foo,
Stephen J. Wilson and Andrew P. Bradley, “Physiologic Parameters that
affect Pulse Transit Time Difference between the Upper and Lower Limbs in Children,” Journal of Human Hypertension, 20 (3): 221-223, Mar 2006 (DOI:
10.1038/sj.jhh.1001973).
2005
19. Ahmad
Aidil Dzulkarnain, Wayne J. Wilson, Andrew P. Bradley and Mathew Petoe, “Rapid Neonatal
Hearing Screening using Maximum Length Sequences Auditory Brainstem Response,
Chirps and Automated Signal Detection,” The
New Zealand Audiological Society Bulletin, Vol. 15, No. 2, pp. 35-44,
November 2005.
20. Jong Yong A. Foo,
Stephen J. Wilson, Andrew .P. Bradley, G.R. Williams, M, Harris and D.M.
Cooper, “Use of Pulse Transit Time to Distinguish Respiratory Events from Tidal
Breathing in Sleeping Children,” Chest,
The Cardiopulmonary and Critical Care Journal, Vol. 128, No. 4, pp. 3013-3019, October 2005.
21. Andrew P. Bradley and Wayne
Wilson, “Automated Analysis of the Auditory Brainstem Response Using Derivative
Estimation Wavelets,” Audiology and Neuro-otology, Vol. 10, pp 6-21, January 2005 (DOI:
10.1159/000081544).
2004
22. Andrew P. Bradley and Wayne
Wilson, “On Wavelet Analysis of Auditory Evoked Potentials,” Clinical Neurophysiology, Vol. 115, Is. 5,
pp 1114-1128, May 2004 (DOI: 10.1016/j.clinph.2003.11.016).
2003
23. Andrew
P. Bradley and Fred W. M. Stentiford, “Visual
Attention for Region of Interest Coding in JPEG 2000,” Journal of Visual
Communication and Image Representation, Vol. 14, Issue
3, pp 232-250, September 2003 (DOI:
10.1016/S1047-3203(03)00037-3).
Pre
2000
24. Andrew
P. Bradley. “A Wavelet Visible Difference Predictor,” IEEE Transactions on Image
Processing, Vol. 8, No. 5, pp 717-730, May 1999 (DOI: 10.1109/83.760338).
25. Michael
P. Eckert and Andrew P. Bradley, “Perceptual Models Applied to Still Image
Compression,” Signal Processing, Vol. 70, Issue 3, pp 177-200, November
1998.
26. Andrew
P. Bradley. “The Use of the Area under the ROC Curve in the Evaluation of
Machine Learning Algorithms,” Pattern Recognition, Vol. 30, No. 7, pp
1145-1159, July 1997.
27. Andrew P. Bradley. “ROC Curves and the c2 Test,” Pattern Recognition Letters, Vol. 17, No. 3, pp 287-294, March 1996.
28. Brian C. Lovell and Andrew P. Bradley. “The Multiscale Classifier,” IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 18, No. 2, pp 124-137, February 1996 (DOI:10.1109/34.481538).
Provisional
Patents
1. Andrew P. Bradley, Ian O’Brien and Wayne J. Wilson, “Adaptive Hearing Protection Device,” PCT/AU2009/001518, 2008.
2. Andrew P. Bradley, Matthew Petoe and Wayne J. Wilson, “Improvements for Cochlear Implants,” PCT/AU2008/904549.
3. Andrew P. Bradley and Wayne J. Wilson, “Method of Acquiring a Physiological Response”, WO2008/006164; PCT/AU2007/000969.
4. Edward S. Dunstone and Andrew P. Bradley, “A Security Container for Medicines and Systems for Filling Prescriptions,” US 20030174554 (September 2003).
Patents Granted
2007
5.
Axel
Becker, Stephen Hardy, David Poulouin, James Andrew,
Andrew P. Bradley, “Digital Video Compression,” US 7,308,146 (December 2007).
6.
Edwin
Ho, Alison J. Lennon, and Andrew P. Bradley, “Face Detection in Digital
Images,” US 7,218,759 (May 2007), AU 0739,936 (October 2001), JP 2001,167,273
(June 2001).
2006
7.
Andrew
P. Bradley, Dominic Yip, and Andrew Dorrell, “Colour
Clamping,” US 7,151,863 (December 2006), AU 0745,279 (March 2002), JP
2001,160,138 (June 2001).
8.
Andrew
P. Bradley and Kai Huang, “A Method of Kernel Selection for Image
Interpolation,” US 7,054,507 (May 2006).
2005
9.
Andrew
P. Bradley and Kai Huang, “A Method for Kernel Selection for Image
Interpolation,” US 6,928,196 (August 2005), AU 0745,562 (March 2002), JP
2000,182,040 (June 2000).
2004
10.
Andrew
P. Bradley, “A Steerable Kernel for Image Interpolation,” US 6,748,120 (June
2004), AU 0745,082 (March 2002), JP 2000,182,039 (June 2000).
11.
Dominic
Yip, Andrew P. Bradley, Kai Huang, “Continuous Kernel Image Interpolation,” US
6,714,210 (March 2004).
12.
Andrew
P. Bradley and Kai Huang, “A Modified Kernel for Image Interpolation,” US
6,687,417 (February 2004), AU 0748831 (June 2002), JP 2001,160,139 (June 2001).
13.
James
P. Andrew and Andrew P. Bradley, “A Method and Apparatus for Representing a
Digital Image to Provide a Coded Representation,” US 6,683,991 (January 2004),
AU 0735,941 (November 2001), JP 2000,188,552 (July 2000).
2002
14.
Andrew
P. Bradley, Dominic Yip, and Kai Huang, “Method and Apparatus for Colour
Clamping,” AU 0745,279 (March 2002), JP 2000,242,774 (September 2000).
15.
Edward
S. Dunstone and Andrew P. Bradley, “A Security
Container for Medicines and Systems for Filling Prescriptions,” WO 0214,635
(February 2002).
2001
16.
Andrew
P. Bradley and James P. Andrew, “A Method for Digital Data Compression,” US 6,266,414
(July 2001), EP 0905,979 (November 2000), AU 0719,749 (August 2000).
17.
James
P. Andrew and Andrew P. Bradley, “A Method for Data Compression,” US 6,263,110
(July 2001), AU 0725,719 (February 2001), JP 11,225,076 (August 1999), EP
0905,979 (March 1999).
18.
James
P. Andrew and Andrew P. Bradley, “A Modified Discrete Wavelet Transform for Odd
Length Data Appropriate for Image and Video Compression Applications,” US
6,246,798 (June 2001), AU 0708,444 (June 1999).
19.
Dominic
Yip, Andrew P. Bradley, and Kai Huang, “Continuous Kernel Image Interpolation,”
AU 0730,522 (June 2001), JP 2000,187,726 (July 2000).
20.
James
P. Andrew and Andrew P. Bradley, “A Method for Data Compression,” AU 0728,938
(May 2001), EP 0905,979 (November 2000), JP 11,163,734 (June 1999), CN 1218,356
A (June 1999).
Conference
Publications
Under
Review
1.
.
2009
1.
Yaniv Gal, Andrew Mehnert, Andrew P. Bradley, Kerry McMahon,
Dominic Kennedy and Stuart Crozier, “Feature and Classifier Selection for
Automatic Classification of Lesions in Dynamic Contrast-Enhanced MRI of the
breast,” Digital Image Computing:
Techniques and Applications (DICTA’09), Melbourne, December 2009.
2. Nahla Barakat and Andrew P. Bradley, “The Effect of Domain Knowledge on Rule Extraction from Support Vector Machines,” International Conference on Machine Learning and Data Mining (MLDM’09), Leipzig, Germany, July 2009.
2008
3. Noor A. Samsudin and Andrew P. Bradley, “Group-based Meta-classification,” 19th International Conference on Pattern Recognition (ICPR), Tampa Bay, Florida, December 2008.
4. Yaniv Gal, Andrew Mehnert, Andrew Bradley, Kerry McMahon, Dominic Kennedy and Stuart Crozier, “Evaluation of a New Denoising Method for Dynamic Contrast-Enhanced MRI,” 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Vancouver, Canada, pp 847-850, August 2008.
5. Peter Ilbery, David Taubman and Andrew Bradley, “Mixed Content Image Compression by Gradient Field Integration,” 15th International Conference on Image Compression (ICIP), San Diego, California, pp 1053-1056, October 2008.
6. Dzulkarnain, A.A., Wilson, W.J., Bradley, A.P., Petoe, M., & Moon, J., “Rapid NHS using AABR with high stimulus repetition rates and automated signal detection: Preliminary results,” A poster presented at the XXIXth International Congress of Audiology, Hong Kong, China, 2008.
7. Dzulkarnain, A.A., Wilson, W.J., Bradley, A.P., Petoe, M., Wanless, G., & Moon, J., “Rapid NHS using AABR with high stimulus repetition rates and automated signal detection,” A poster presented at the Neonatal Hearing Screening 2008 Conference, Cernobbio, Italy, 2008.
8. Wilson, W.J., Bradley, A.P., Dzulkarnain, A.A., Petoe, M.., Wanless, G., Moon, J., “Rapid universal neonatal hearing screening using a fast automatic auditory brainstem response device,” A paper presented at the 28th National Conference of the Audiological Society of Australia, Canberra, Australia, 2008.
2007
9. Yaniv Gal, Andrew JH. Mehnert, Andrew P. Bradley, Kerry McMahon and Stuart Crozier, “Automatic Segmentation of Enhancing Breast Tissue in Dynamic Contrast-Enhanced MR Images,” Digital Image Computing: Techniques and Applications (DICTA'07), Glenelg, Australia, pp 124-129, December 2007.
10. Jason A. Dowling, Birgit M. Planitz, Anthony J. Maeder, Jiang Du, Binh Pham, Colin Boyd, Andrew P. Bradley and Stuart Crozier, “A comparison of DCT and DWT block based watermarking on medical image quality,” 6th International Workshop on Digital Image Watermarking (IWDW), Guangzhou, China, December 2007.
11. Matthew A. Petoe, Andrew P. Bradley, Wayne Wilson, “A System to Generate Patient-Specific Stimuli for use with the Auditory Brainstem Response Test,” 29th IEEE Engineering in Medicine and Biology Society (EMBS) Annual International Conference, Lyon, France, pp 2452-2455, August 2007.
12. Yaniv Gal, Andrew JH. Mehnert, Andrew P. Bradley, Kerry McMahon and Stuart Crozier, “An evaluation of four parametric models of contrast enhancement for dynamic magnetic resonance imaging of the breast,” 29th IEEE Engineering in Medicine and Biology Society (EMBS) Annual International Conference, Lyon, France, pp 71-74, August 2007.
13. Paul Mills and Andrew P. Bradley, “Virtual microscopy and veterinary teaching,” invited paper to Veterinary Pathology Workshop, Sydney, February 2007.
14. Jason A.
Dowling, Birgit M. Planitz, Anthony J. Maeder, Jiang
Du, Binh Pham, Colin Boyd, Shaokang
Chen, Andrew P. Bradley and
2006
15. Birgit M. Planitz, Jason Dowling, Anthony J. Maeder, Shaokang Chen, Andrew P. Bradley, Stuart Crozier, Jiang Du, Binh Pham, Colin Boyd, “Medical Image Watermarking,” 6th Annual Health and Medical Research Conference of Queensland, Brisbane, November 2006.
16. Stefan Lehmann and Andrew P. Bradley, “3D Motion Estimation from Three Orthographic Views without Matching Constraints or Brightness Gradients,” 40th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, pp 421-424, October 2006.
17. Thomas C.W. Landgrebe, Pavel Paclik, Robert P.W. Duin
and Andrew P. Bradley, “Precision-recall Operating Characteristic (P-ROC) Curves
in Imprecise Environments,” 18th
International Conference on Pattern Recognition (ICPR’06),
18. Nahla Barakat
and Andrew P. Bradley, “Rule Extraction from Support Vector Machines: Measuring
the Explanation Capability Using the Area under the ROC Curve,” 18th International Conference on
Pattern Recognition (ICPR’06),
19.
2005
20.
21. Andrew P. Bradley, Michael Wildermoth and Paul Mills, “Virtual Microscopy with Extended Depth of Field,” Digital Image Computing: Techniques and Applications (DICTA'05), IAP, Cairns, Australia, pp 44-48, December 2005.
22. Ben Appleton, Andrew P. Bradley and Michael Wildermoth, “Towards Optimal Image Stitching for Virtual Microscopy,” Digital Image Computing: Techniques and Applications (DICTA'05), IA2, Cairns, Australia, pp 35-38, December 2005.
23. Castner, J.E., Bradley, A.P., Chenery, H.J., Copland, D.A., Coyne, T.J., Parton, K., Sinclair, F, Wilson, S, Wilson, W, Silburn, P.A., “Acquisition and Analysis of Intraoperative Microelectrode Recordings of the Subthalamic Nucleus During Linguistic Processing,” Poster presented at the 13th World Congress of Neurological Surgery, Marrakech, Morocco, June 2005.
24. Ahmad Aidil Dzulkarnain, Wayne J. Wilson and Andrew P. Bradley, “Rapid Neonatal Hearing Screening using Modified Automated Auditory Brainstem Response Maximum Length Sequences,” Presented at New Zealand Audiological Society 29th Annual Conference, Christchurch, New Zealand, June 2005.
25. Andrew J.H. Mehnert, Pascal C. Bamford, Andrew P. Bradley, Stephen Wilson, Ben Appleton, Stuart Crozier, Kerry McMahon, and Dominic Kennedy, “Registration Evaluation of Dynamic Breast MR Images,” APRS Workshop on Digital Image Computing (WDIC’05), pp 21-26, Brisbane, Australia, February 2005.
26.
2004
27. Andrew P.
Bradley and Wayne J. Wilson, “Automated Analysis of the Auditory Brainstem
Response,” International Conference on
Intelligent Sensors, Sensor Networks and Information Processing
(ISSNIP’04), pp 541-546,
28. Andrew P.
Bradley and Pascal C. Bamford, “A One-pass Extended Depth of Field Algorithm
Based on the Over-complete Discrete Wavelet Transform,” Image and Vision Computing '04
29. Ferdinan Sinaga, Eliathamby Ambikairajah, and Andrew P. Bradley,
“Over-Sampling for Accurate Masking Threshold Calculation in Wavelet Packet
Audio Coders,” Ninth International
Conference on Communication Systems (ICCS’04), pp 245-249,
30.
31. Andrew P. Bradley and I.D. Longstaff, “Sample Size Estimation using the Receiver Operating Characteristic Curve,” 17th International Conference on Pattern Recognition (ICPR’04), Cambridge, UK, Vol. 4, pp. 428-431, August 2004.
32. A.P. Bradley and W.J. Wilson, “On Wavelet Analysis of Auditory Evoked Potentials,” Audiological Society of Australia XVI National Conference, Brisbane, Australia, The Australian and New Zealand Journal of Audiology, V 26, p 7, Supplement May 2004.
33. A. Rasmussen, T. Pinter, W.J. Wilson, and A.P. Bradley “The Relationship Between the Auditory Brainstem Response and its Reconstructed Waveforms Following Over-complete Discrete Wavelet Transformation,” Audiological Society of Australia XVI National Conference, Brisbane, Australia, The Australian and New Zealand Journal of Audiology, V 26, p 37, Supplement May 2004.
34. D. Mannos, S. Nunn, G. Del Favero, W.J. Wilson, A.P. Bradley, and D. Brown-Rothwell, “Improving the Sensitivity of the Auditory Brainstem Response to Cochlear Nerve Damage During Intracranial Surgery,” Audiological Society of Australia XVI National Conference, Brisbane, Australia, The Australian and New Zealand Journal of Audiology, V 26, p 29, Supplement May 2004.
2003
35. Andrew P.
Bradley, “Shift-invariance in the Discrete Wavelet Transform,” Digital Image Computing: Techniques and
Applications (DICTA'03), pp 29-38,
36. Andrew P. Bradley, “Can Region of Interest Coding Improve Overall Perceived Image Quality?” APRS Workshop on Digital Image Computing (WDIC’03), pp 41-44, Brisbane, Australia, February 2003.
37. Terence
Bloom and Andrew P. Bradley, “Player Tracking and Stroke Recognition in Tennis
Video” APRS Workshop on Digital Image
Computing (WDIC’03), pp 93-97,
2002
38.
39. Andrew P.
Bradley and Fred W. M. Stentiford, “JPEG 2000 and
Region of Interest Coding,” Digital Image
Computing: Techniques and Applications (DICTA'02), pp 303-308,
Pre
2000
40. Jiankang Wang, Xiaobo Li, and Andrew P. Bradley, “Boundary Searching Snakes for Segmenting Noisy Images,” Vision Interface'98 (VI'98), pp 107-114, Vancouver, Canada, June 1998.
41. Andrew P.
Bradley and Xiaobo Li, “A Wavelet Visible Difference Predictor,” Digital Image Computing: Techniques and Applications (DICTA'97), pp
77-82,
42. Andrew P. Bradley, Paul T. Jackway, and Brian C. Lovell, “Scale-space Texture Analysis,” Digital Image Computing: Techniques and Applications (DICTA'95), pp 68-73, Brisbane, Qld, December 1995.
43. Andrew P. Bradley and Brian C. Lovell, “Cost-sensitive Decision Tree Pruning: Use of the ROC Curve,” Proceedings of the Eighth Australian Joint Conference on Artificial Intelligence, pp 1-8 and 565, Canberra, ACT, November 1995.
44. Andrew P. Bradley, Paul T. Jackway and Brian C. Lovell, “Classification in Scale-space: Applications to Texture Analysis,” in Proceedings of the XIVth International Conference on Information Processing in Medical Imaging (IPMI'95), pp 375-376, Ile de Berder, France, June 1995.
45. Andrew P.
Bradley, Brian C. Lovell, Michael Ray, and Geoffrey Hawson,
“On the Methodology for Comparing
Learning Algorithms: A Case Study,” The
Second Australian and New Zealand Conference on Intelligent Information Systems
(ANZIIS'94), pp 37-41,
46. Andrew P. Bradley and Brian C. Lovell, “Inductive Learning using Multiscale Classification,” Proceedings of the Fifth Australian Conference on Neural Networks (ACNN'94), pp 133-136, Brisbane, February 1994.