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 Publications

Theses | Books | Journals | Patents | Conferences | Presentations

Theses

1.     A. P. Bradley, “Machine Learning for Medical Diagnostics: Techniques for Feature Extraction, Classification and Evaluation.” Ph.D. Thesis, School of Computer Science and Electrical Engineering, The University of Queensland, Australia, 1996.

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.

Books

1.     Andrew P. Bradley, Yaniv Gal, Paul Jackway and Olivier Salvado (Editors), Proceedings of 2011 Digital Image Computing: Techniques and Applications (DICTA2011), 6-8 December 2011, Noosa Heads, Australia, IEEE Computer Society Publications, Los Alamitos, California, USA. (DOI: 10.1109/DICTA.2011)

Book Chapters

2.     Andrew P. Bradley, “Ethics and Data Mining in Biomedical Engineering,” in J.Y.A. Foo et al. (Eds.), Ethics for Biomedical Engineers, Springer, New York, USA, 2013. (DOI 10.1007/978-1-4614-6913-1_5)

3.     Nahla Barakat and Andrew P. Bradley, “The Effect of Domain Knowledge on Rule Extraction from Support Vector Machines,” in Petra Perner (Ed.), Machine Learning and Data Mining in Pattern Recognition, Springer-Verlag, 5632, pp. 311-321, Berlin, Germany, 2009.

Journal Publications

2013

1.     Frank Nestler, Andrew P. Bradley, Stephen Wilson and Daniel L. Timms, “Modelling of a Rotary Blood Pump” accepted to Artificial Organs, April 2013.

2.     Michael C. Stevens, Andrew P. Bradley, Stephen J. Wilson, David G. Mason, “Evaluation of a Morphological Filter in Mean Cardiac Output Determination: Application to Left Ventricular Assist Devices", accepted Medical & Biological Engineering & Computing, March 2013.

3.     Wayne Wilson, Ian O’Brien and Andrew P. Bradley, “The Audiological Health of Horn Players,” accepted to the Journal of Occupational and Environmental Hygiene, February 2013.

4.     Andrew P. Bradley, “ROC Curve Equivalence using the Kolmogorov-Smirnov Test” Pattern Recognition Letters, 34 (2013) 470-475 (DOI: 10.1016/j.patrec.2012.12.021).

5.     Kartik Iyer, Andrew P. Bradley, Stephen J. Wilson, “Conducting shorter VEPs tests to estimate visual acuity via an assessment of SNR,” Documenta Ophthalmologica, 126:21-28, 2013 (DOI: 10.1007/s10633-012-9355-9).

2012

6.     Kian Ng, Andrew P. Bradley and Ross Cunnington, “Stimulus Specificity of Steady-state Visual Evoked Potential-based Brain Computer Interface,” Journal of Neural Engineering, (9) 036008, 2012 (DOI: 10.1088/1741-2560/9/3/036008).

2011

7.     Yaniv Gal, Andrew Mehnert, Andrew P. Bradley, Dominic Kennedy and Stuart Crozier, “New Spatiotemporal Features for Improved Discrimination of Benign and Malignant lesions in Dynamic Contrast Enhanced Magnetic Resonance Imaging of the Breast,” Journal of Computer Assisted Tomography, 35(5), pp 645-652, 2011. [ERA: B]

8.     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,” The Veterinary Journal, S187, pp 136-138, 2011 (DOI:10.1016/j.tvjl.2009.10.009). [ERA: A]

9.     Hidayatul A. Zakaria, Bernd M. Fischer, Andrew P. Bradley, Inke Jones, Derek Abbott, Anton A.J. Middelberg, Robert J. Falconer, “Low Frequency Spectroscopic Analysis of Monomeric and Fibrillar Lysozyme,” Applied Spectroscopy, 65(3), 2011 (DOI: 10.1366/10-06162). [ERA: A]

2010

10.  Matthew Petoe, Andrew P. Bradley and Wayne J. Wilson, “Spectral and synchrony differences in auditory brainstem responses evoked by chirps of varying durations”, The Journal of the Acoustical Society of America (JASA), 128 (4), 1896-1907, 2010 (DOI: 10.1121/1.3483738). [ERA: A*]

11.  Robert J. Falconer, Hidayatul A. Zakaria, Yuan Y. Fan, Andrew P. Bradley, Anton P.J. Middelberg, “Far-infrared Spectroscopy of Protein Higher-order Structures,” Applied Spectroscopy, 64, pp 1259-1264, 2010. [ERA: A]

12.  Noor A. Samsudin and Andrew P. Bradley, “Nearest Neighbour Group Based Classification,” Pattern Recognition, 43 (10), pp 3458-3467, 2010 (DOI: 10.1016/j.patcog.2010.05.010). [ERA: A*]

13.  Nahla Barakat and Andrew P. Bradley, “Rule-Extraction from Support Vector Machines: A Survey,” Neurocomputing, 74 (1-3), pp 178-190, 2010 (DOI: 10.1016/j.neucom.2010.02.016). [ERA: B]

14.  Matthew Petoe, Andrew P. Bradley and Wayne J. Wilson, “On Chirp Stimuli and Neural Synchrony in the Supra-threshold Auditory Brainstem Response,” Journal of the Acoustical Society of America (JASA), 128 (1), pp 235-246, 2010 (DOI: 10.1121/1.3436527). [ERA: A*]

15.  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). [ERA: A*]

16.  Nahla Barakat, Andrew P. Bradley and M. Nabil Barakat, “Intelligible Support Vector Machines for Diagnosis of Diabetes Mellitus,” IEEE Transactions on Information Technology in Biomedicine, 14 (4), pp 1114-1120, 2010 (DOI: 10.1109/TITB.2009.2039485). [ERA: A*]

Pre 2010

17.  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, 31 (2), November 2009. [ERA: C]

18.  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. [ERA: C]

19.  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, pp 281-291, 2008 (DOI: 10.1016/j.jneumeth.2008.05.026). [ERA: B]

20.  Ian O’Brien, Wayne Wilson and Andrew P. Bradley, “Nature of Orchestral Noise,” Journal of the Acoustical Society of America (JASA), 124 (2), pp 926-939, 2008 (DOI: 10.1121/1.2940589). [ERA: A*]

21.  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, 13, pp 7-12, 2008 (DOI: 10.1159/000107432). [ERA: C]

22.  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), 19 (6), pp 729-741, 2007 (DOI: 10.1109/TKDE.2007.190610). [ERA: A]

23.  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, 2007. [ERA: C]

24.  Stefan Lehmann, Andrew P. Bradley, I. Vaughan Clarkson, John Williams and Peter Kootsookos, “Correspondence-free Determination of the Affine Fundamental Matrix,” IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 29 (1), pp 82-97, 2007 (DOI: 10.1109/TPAMI.2007.250601). [ERA: A*]

25.  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, 2006. [ERA: C]

26.  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, 117, pp 2211-2220, 2006 (DOI:10.1016/j.clinph.2006.06.711). [ERA: B]

27.  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 injuryAudiology and Neuro-otology, 11, pp 249-258, 2006 (DOI: 10.1159/000093111). [ERA: C]

28.  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), pp 561-564, May 2006 (DOI: 10.1080/08035250500477552). [ERA: B]

29.  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), pp 221-223, 2006 (DOI: 10.1038/sj.jhh.1001973). [ERA: B]

30.  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,  15 (2), pp 35-44, 2005.

31.  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, 128 (4), pp 3013-3019, 2005.

32.  Andrew P. Bradley and Wayne Wilson, “Automated Analysis of the Auditory Brainstem Response Using Derivative Estimation Wavelets,” Audiology and Neuro-otology, 10, pp 6-21, 2005 (DOI: 10.1159/000081544).

33.  Andrew P. Bradley and Wayne Wilson, “On Wavelet Analysis of Auditory Evoked Potentials,” Clinical Neurophysiology, 115 (5), pp 1114-1128, 2004 (DOI: 10.1016/j.clinph.2003.11.016).

34.  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, 14 (3), pp 232-250, 2003 (DOI: 10.1016/S1047-3203(03)00037-3).

Pre 2000

35.  Andrew P. Bradley. “A Wavelet Visible Difference Predictor,” IEEE Transactions on Image Processing, 8 (5), pp 717-730, 1999 (DOI: 10.1109/83.760338).

36.  Michael P. Eckert and Andrew P. Bradley, “Perceptual Models Applied to Still Image Compression,” Signal Processing, 70 (3), pp 177-200, 1998.

37.  Andrew P. Bradley. “The Use of the Area under the ROC Curve in the Evaluation of Machine Learning Algorithms,” Pattern Recognition, 30 (7), pp 1145-1159, 1997.

38.  Andrew P. Bradley. “ROC Curves and the Chi Squared (c2) Test,” Pattern Recognition Letters, 17 (3), pp 287-294, 1996.

39.  Brian C. Lovell and Andrew P. Bradley. “The Multiscale Classifier,” IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 18 (2), pp 124-137, 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

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).

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).

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).

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).

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).

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).

Refereed Conference Publications

2013

1.     Zhi Lu, Gustavo Carneiro and Andrew P. Bradley, “Automated Nucleus and Cytoplasm Segmentation of Overlapping Cervical Cells,” accepted to 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nagoya, Japan, September 2013.

2.     Doreen Altinay and Andrew P. Bradley, “Illumination Effects in Quantitative Virtual Microscopy,” accepted to 15th International Conference on Computer Analysis of Images and Patterns (CAIP), York, UK, August 2013.

3.     Kian Bee Ng, Andrew P. Bradley and Ross Cunnington, “Effect of posterized naturalistic stimuli on SSVEP-based BCI,” accepted to 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Osaka, Japan, July 2013.

2012

4.     Freeman Ross-Conley, K. Bertling, Y. L. Lim, A. P. Bradley and Aleksandar D. Rakic, “Profiling the change in refractive index using the self mixing effect in lasers” Conference on Optoelectronic and Microelectronic Materials and Devices (COMMAD), December 2012.

5.     Steven D. Brossi and Andrew P. Bradley, “A Comparison of Multiple Instance and Group Based Learning,” Digital Image Computing: Techniques and Applications (DICTA’12), pp. 1-8, Fremantle, Western Australia, December 2012. (DOI: 10.1109/DICTA.2012.6411737)

6.     Kian Ng, Andrew P. Bradley and Ross Cunnington, “Enhancing the classification accuracy of Steady-State Visual Evoked Potential-based Brain-Computer Interface using Component Synchrony Measure,” IEEE International Joint Conference on Neural Networks (IJCNN’12), pp. 1-6, Brisbane, June 2012. (DOI: 10.1109/IJCNN.2012.6252686)

2011

7.     Doreen Altinay and Andrew P. Bradley, “An evaluation of multi-resolution microscope slide scanning algorithms,” Digital Image Computing: Techniques and Applications (DICTA’11), pp. 319-324, Noosa Heads, December 2011. (DOI: 10.1109/DICTA.2011.60)

8.     Kian B. Ng, Andrew P. Bradley and Ross Cunnington, “Effect of competing stimuli on SSVEP-based BCI,” 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 6307-6310, Boston, MA, August 2011. (DOI: 10.1109/IEMBS.2011.6091556)

9.     Meehan, P. A, Bellette, P.A., Bradley, A. P., Castner, J. E., Chenery, H.J., Copland, D.A., Varghese, J.D., Coyne, T., and Silburn P.A., “Investigation of the Non-Markovity Spectrum as a Cognitive Processing Measure of Deep Brain Microelectrode Recordings,” 4th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC), pp. 144-150, Rome, Italy, January 2011.

2010

10.  Doreen Altinay, Andrew P. Bradley and Andrew Mehnert, “On the estimation of extrinsic and intrinsic parameters for optical microscope calibration,” Digital Image Computing: Techniques and Applications (DICTA’10), pp. 190-195, Sydney, December 2010 (DOI: 10.1109/DICTA.2010.43). [ERA: B]

11.  Alexander Wankhammer, I. Vaughan L. Clarkson, Andrew P. Bradley, “Music Structure Discovery Based on Normalized Cross Correlation,” 13th International Conference on Digital Audio Effects (DAFx-10), pp. 488-493, Graz, Austria, September 2010.

Pre 2010

12.  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, pp 132-139, December 2009 (DOI: 10.1109/DICTA.2009.29).  [ERA: B]

13.  Noor A. Samsudin and Andrew P. Bradley, “Group-based Meta-classification,” 19th International Conference on Pattern Recognition (ICPR), Tampa Bay, Florida, pp 2256-2259, December 2008 (DOI: 10.1109/ICPR.2008.4761778). [ERA: B]

14.  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 (DOI: 10.1109/IEMBS.2008.4649286).

15.  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 (DOI: 10.1109/ICIP.2008.4711939). [ERA: B]

16.  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 (DOI: 10.1109/DICTA.2007.4426786). [ERA: B]

17.  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.

18.  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 (DOI: 10.1109/IEMBS.2007.4352824). [ERA: A]

19.  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 (DOI: 10.1109/IEMBS.2007.4352225). [ERA: A]

20.  Jason A. Dowling, Birgit M. Planitz, Anthony J. Maeder, Jiang Du, Binh Pham, Colin Boyd, Shaokang Chen, Andrew P. Bradley and Stuart Crozier, “Visual Quality Assessment of Watermarked Medical Images,” Proceedings of SPIE Volume 6515: Image Perception, Observer Performance, and Technology Assessment, Jiang, Y, Sahiner, B. (eds). pp. 65151L1-12, February 2007, San Diego.

21.  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 (DOI: 10.1109/ACSSC.2006.354781).

22.  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), Hong Kong, Vol. 4, pp 123-127, August 2006 (DOI: 10.1109/ICPR.2006.941). [ERA: B]

23.  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), Hong Kong, Vol 2, pp 812-815, August 2006 (DOI: 10.1109/ICPR.2006.1021). [ERA: B]

24.  Stefan Lehmann, Andrew P. Bradley and Vaughan I. Clarkson, “Estimation of Epipolar Geometry Via the Radon Transform,” 31st International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, Vol. 2, pp 497-500, May 2006 (DOI: 10.1109/ICASSP.2006.1660388).

25.  Andrew P. Bradley, Michael Wildermoth and Paul Mills, “Virtual Microscopy with Extended Depth of Field,” Digital Image Computing: Techniques and Applications (DICTA'05), Cairns, Australia, pp 235-242, December 2005 (DOI: 10.1109/DICTA.2005.1578133).

26.  Ben Appleton, Andrew P. Bradley and Michael Wildermoth, “Towards Optimal Image Stitching for Virtual Microscopy,” Digital Image Computing: Techniques and Applications (DICTA'05), Cairns, Australia, pp 35-38, December 2005 (DOI: 10.1109/DICTA.2005.87).

27.  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.

28.  Stefan Lehmann, I. Vaughan Clarkson, Andrew P. Bradley, John Williams and Peter Kootsookos, “Robust Fundamental Matrix Determination without Correspondences,” APRS Workshop on Digital Image Computing (WDIC’05), pp 97-102, Brisbane, Australia, February 2005.

29.  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, Melbourne, December 2004.

30.  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 New Zealand (IVCNZ’04), pp 279-284, Akaroa, New Zealand, November 2004.

31.  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, Singapore, September 2004.

32.  Viara Van Raad and Andrew P. Bradley, “Emerging Technologies, Signal Processing and Statistical Methods for Screening of Cervical cancer in vivo – are they good candidates for cervical screening?” Proceedings of IEEE-IEE Second International Conference on Advances in Medical Signal and Information Processing (MEDSIP’04), Vol. 2, pp. 210-217, Malta, September 2004.

33.  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 (DOI: 10.1109/ICPR.2004.1333794).

34.  Andrew P. Bradley, “Shift-invariance in the Discrete Wavelet Transform,” Digital Image Computing: Techniques and Applications (DICTA'03), pp 29-38, Sydney, Australia, December 2003.

35.  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.

36.  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, Brisbane, Australia, February 2003.

37.  Viara Van Raad and Andrew P. Bradley, “Active Contour Model Based Segmentation of Colposcopy Images of Cervix Uteri Using Gaussian Pyramids,” 6th International Symposium on Digital Signal Processing for Communication Systems (DSPCS’02), Sydney, Australia, January 2002.

38.  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, Melbourne, Australia, January 2002.

Pre 2000

39.  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.

40.  Andrew P. Bradley and Xiaobo Li, “A Wavelet Visible Difference Predictor,” Digital Image Computing: Techniques and Applications (DICTA'97), pp 77-82, Auckland, New Zealand, December 1997.

41.  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.

42.  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.

43.  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.

44.  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, Brisbane, November 1994.

45.  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.

Conference Presentations

2013

1.     Anna Emmerson and Andrew P. Bradley, “Deep Belief Networks for Medical Diagnosis,” Undergraduate research poster presented at 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Osaka, Japan, July 2013.

2.     A.A. Dzulkarnain, W. Wilson and A.P. Bradley, “Fast ABR for newborn hearing screening,” Hearing and Balance Conference, Port Dickson Malaysia, May 2013.

3.     Helen J. Chenery, Anna D. MacDonald, Andrew P. Bradley, David A. Copland, Andrew Smith, John J. Varghese, Peter A. Silburn, "Lexical Decision Directly Modulates Neuronal Activity in the Subthalamic Nucleus of People with Parkinson's Disease" 11th International Conference on Alzheimer’s and Parkinson’s Disease (ADPD), Florence, Italy, March 2013.

2012

4.     Michael Stevens, David Mason, Andrew Bradley, Steven Wilson, “Do Patients need A ‘Smart’ controller? An In-Vitro Investigation into the Effect of Patient Variance on Physiological Control of Rotary Biventricular Assist Devices,” 20th Congress of the International Society For Rotary Blood Pumps (ISRBP), Istanbul, Turkey, September 2012.

5.     M. Lamprecht, T. Tran, J. Greenhill, C. Parsley, C. Freakley, G. Williams, S. Suresh, C. Dakin, S. Wilson, A. P. Bradley, P. I. Terrill, “A novel continuous multisite accelerometry system discriminates sleep from wake better than a commercial actigraph,” Poster presented at The 24th Annual Scientific meeting of the Australasian Sleep Association and the Australasian Sleep Technologists Association, Darwin, October 2012.

6.     Kartik Iyer, Andrew P. Bradley Stephen J. Wilson, “Faster estimates of visual acuity with evoked potentials: a technique for optimising acquisition time,” Oral presentation at Engineering and Physical Sciences in Medicine (EPSM), Gold Coast, December 2012.

7.     Arnott, W., Goli, T., Bradley, A.P., Smith, S., & Wilson, W.J., “Auditory processing disorder (APD) and the assessment of listening in noise: A breakdown in auditory or linguistic mechanisms?” A paper presented at Speech Pathology Australia’s National Conference 2012, Hobart, Australia.

8.     Wayne Wilson, Ian O'Brien, Andrew Bradley, “The Audiological Health of Horn Players,” Poster presentation at the 2012 Audiological Society of Australia conference, Adelaide.

9.     Tara Goli, Wendy Arnott, Andrew Smith, Andrew Bradley, Wayne Wilson, “The Influence of Top-Down Language Processing and Level of Acoustic Filtering on the Auditory Perception of Words Versus Nonsense Words,” Oral presentation at the 2012 Audiological Society of Australia conference, Adelaide.

10.  Mohamad, N.A.N, Dzulkarnain, A.A.A., Wilson, W.J., Bradley, A.P., Petoe, M., Smith, A., Jamaluddin, S.A., Rahmat, S., & Moon, J. (2012). Use of a non-linear algorithm to improve the maximum length sequence auditory brainstem response. Poster presented at Malaysia Audiology Scientific Conference (MASCO), 6-8 April 2012 at Hotel Royale Bintang KL; 2nd place as the best poster in the conference.

11.  Arnott, W., W.J., Wilson, A.P., Bradley, A.W.B., Smith, “The Effect of Filter Level on Word versus Nonsense Word Repetition,” Poster presented at the American Academy of Audiology’s annual meeting, AudiologyNOW! Boston, MA. March 28-31, 2012.

2011

12.  Dzulkarnain, A.A.A., Wilson, W.J., Bradley, A.P., Mohamad, N.A.N,  Petoe, M., Smith, A., Jamaluddin, S.A., Rahmat, S., & Moon, J. (2011). Use of a non-linear algorithm to improve the maximum length sequence auditory brainstem response. Poster presented at the XXII Biennial Symposium of the International Evoked Response Audiometry Study Group, Moscow, Russia, 26-30 June, 2011.

13.  Dzulkarnain, A.A.A., Sapian, F., Wilson, W.J., Bradley, A.P., Jamaluddin, S.A., Rahmat, S., & Norddin, N. (2011). Use of an ABR simulator to train audiology students on labelling peaks in the auditory brainstem response. Poster presented at the XXII Biennial Symposium of the International Evoked Response Audiometry Study Group, Moscow, Russia, 26-30 June, 2011.

14.  Petoe, M.A., Bradley, A.P., Wilson, W.J., “Far-field estimates of neural synchrony in the chirp-evoked auditory brainstem response,” Australasian Auditory Neuroscience Network Workshop, January 30 – 31st, 2011, Auckland, New Zealand (http://www.aannetwork.com/programme.html)

15.  Andrew Bradley, Ahmad Aidil Arafat Dzulkarnain, Wayne Wilson, Matthew Petoe, Andrew Smith, Saiful Adli Jamaluddin, Sarah Rahmat and Jackie Moon, “Fast Automated Auditory Brainstem Response (AABR) using new non linear Maximum Length Sequence (MLS) reconstruction and automated signal detection,” a Poster presented at International Islamic University Malaysia Research, Invention and Innovation Exhibition (IRIIE) 2011, 9-10 February 2011. Silver medal award, abstract published in International Islamic University Malaysia Research, Invention and Innovation Exhibition 2011 page 246 ISBN: 978-983-3142-14-9.

2010

16.  Wilson, W.J., Beechey, T., McCall, J., Robson, J., Swayne, L., Petoe, M., Smith, A., & Bradley, AP. (2010). “A Method for determining when to accept and when to abandon an ABR recording.” A paper presented at the Queensland Branch of the Audiological Society of Australia’s Continuing Professional Development Day, Brisbane, Australia.

17.  Wilson, W.J., Budge-Bicknell, S., Chandra, A., Comerford, B., Culley, S., Grillmeier, N., McCall, J., Pears, Z., Petoe, M., Smith, A., & Bradley, AP. (2010). “Do adults perceive ‘blind spots’ in their hearing?” A paper presented at the Queensland Branch of the Audiological Society of Australia’s Continuing Professional Development Day, Brisbane, Australia.

18.  Dzulkarnain, A.A., Wilson, W.J., Bradley, A.P., Petoe, M., Smith, A., Jamaluddin, S.A., Rahmat, S., & Moon, J. “An update on rapid universal neonatal hearing screening using a fast automatic auditory brainstem response device.” A poster presented at the I-SIHAT 2010 International Symposium of Health Sciences, Kuala Lumpur, December 2010.

19.  Wilson, W.J., Bradley, A.P., Petoe, M., Smith, A., Dzulkarnain, A.A., Moon, J., Dornan, D., Rushbrooke, E., & McGovern, J., “An update on rapid universal neonatal hearing screening using a fast automatic auditory brainstem response device,” A paper presented at Wave of the Future: the Queensland Healthy Hearing Symposium, Sunshine Coast, Australia, 2010.

20.  Petoe, M., Wilson, W.J., & Bradley, A.P., “Neural synchrony in supra-threshold chirp-evoked auditory brainstem responses,” paper presented at the 19th National Conference of the Audiological Society of Australia, Sydney, Australia, 2010.

21.  Petoe, M., Bradley, A.P., Wilson, W.J., Smith, A., Rushbrooke, E., Chapple, J., & Dornan, D., “Threshold estimation using a fast tone burst ABR device,” poster presented at the 19th National Conference of the Audiological Society of Australia, Sydney, Australia, 2010.

22.  Wilson, W.J., Bradley, A.P., Petoe, M., Smith, A., Moon, J., Dzulkarnain, D.D., “An update on rapid universal neonatal hearing screening using a fast automatic auditory brainstem response device,” poster presented at the 19th National Conference of the Audiological Society of Australia, Sydney, Australia, 2010.

Pre 2010

23.  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,” XXIXth International Congress of Audiology, Hong Kong, China, 2008.

24.  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,” Neonatal Hearing Screening 2008 Conference, Cernobbio, Italy, 2008.

25.  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,” 18th National Conference of the Audiological Society of Australia, Canberra, Australia, 2008.

26.  Paul Mills and Andrew P. Bradley, “Virtual microscopy and veterinary teaching,” invited paper to Veterinary Pathology Workshop, Sydney, February 2007.

27.  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.

28.  Stefan Lehmann, I. Vaughan Clarkson, Andrew P. Bradley and John Williams, “Structure and Motion without Correspondences or Constraints,” Digital Image Computing: Techniques and Applications (DICTA'05), Cairns, Australia, December 2005.

29.  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.

30.  Ahmad Aidil Dzulkarnain, Wayne J. Wilson and Andrew P. Bradley, “Rapid Neonatal Hearing Screening using Modified Automated Auditory Brainstem Response Maximum Length Sequences,” New Zealand Audiological Society 29th Annual Conference, Christchurch, New Zealand, June 2005.

31.  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.

32.  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.

33.  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.

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