Presentations

 

Conference and Workshop Presentations

1. “Tumour Ellipsification in Ultrasound Images for Treatment Prediction in Breast Cancer”, International Conference on Biomedical and Health Informatics (BHI), Orlando, USA, Feb. 2017.

2. “Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion”, 13^th International Conference on Image Analysis and Recognition (ICIAR), Póvoa de Varzim, Portugal, Jul. 2016.

3. Clinical Cancer Therapy Assessment Using Multiview Learning on Quantitative Ultrasound Parametric Maps”, 41^st International Symposium on Ultrasonic Imaging and Tissue Characterization (UITC), Arlington, USA, Jun. 2016.

4. “Cancer Therapy Assessment Using Multiview Learning and Quantitative Ultrasound Methods”, Terry Fox Research Institute 7^th Annual Scientific Meeting, Vancouver, Canada, May 2016.

5. “Tumour ROI Estimation in Ultrasound   Images via Radon Barcodes in Patients with Locally Advanced Breast cancer”, 13^th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, Prague, Czech Republic, Apr. 2016.

6. “Breast Tumour Visualization Using 3-D Quantitative Ultrasound Methods”, SPIE Medical Imaging, San Diego, USA, Feb. 2016.

7. “Response Monitoring Using Quantitative Ultrasound Methods and Supervised Dictionary Learning in Locally Advanced Breast Cancer”, SPIE Medical Imaging, San Diego, USA, Feb. 2016.

8. “Cancer Response Monitoring Using Texton-Based Approach in Locally Advanced Breast Cancer”, 40^th International Symposium on Ultrasonic Imaging and Tissue Characterization (UITC), Arlington, USA, June 2015.

9. “State-of-the-Art Texture Methods in Clinical Cancer Response Monitoring”, Terry Fox Research Institute 6^th Annual Scientific Meeting, St. John's, Canada, May 2015.

10. “Quantitative Ultrasound Spectroscopy and a Kernel-Based Metric in Clinical Cancer Response Monitoring”, 12^th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, Brooklyn, USA, April 2015.

11. “Advanced Machine Learning and Textural Methods in Monitoring Cell Death Using Quantitative Ultrasound Spectroscopy”, 12^th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, Brooklyn, USA, April 2015.

12. “Data-Driven Texture Methods to Assess Therapeutic Response in Locally Advanced Breast Cancer”, 13^th Imaging Network Ontario (ImNO) Symposium, London, Canada, March 2015.

13. “Computer Aided Theragnosis Using Quantitative Ultrasound Spectroscopy and Maximum Mean Discrepancy in Locally Advanced Breast Cancer”, IEEE International Ultrasonics Symposium, Chicago, USA, Sept. 2014.

14. “Texton-Based Method in Clinical Cancer Response Monitoring”, IEEE International Ultrasonics Symposium, Chicago, USA, Sept. 2014

15. “Cancer Therapy Prognosis Using Quantitative Ultrasound Spectroscopy and a Kernel-Based Metric”, SPIE Medical Imaging, San Diego, USA, Feb. 2014.

16. “Assessment of Cancer Therapy Effects Using Texton-Based Characterization of Quantitative Ultrasound Parametric Images”, 10^th International Symposium on Biomedical Imaging: From Nano to Macro, San Francisco, USA, April 2013.

17. “Kernelized Supervised Dictionary Learning”, 40^th Annual Meeting of the Statistical Society of Canada, University of Guelph, Guelph, Canada, June 2012.

18.  “Dictionary Learning and Sparse Representation in Texture Classification”, Graduate Student Research Conference, University of Waterloo, Waterloo, Canada, April 2011.

19. “Dictionary Learning in Texture Classification”, 8^th International Conference in Image Analysis and Recognition (ICIAR), Burnaby, Canada, June 2011.

20. Texton-Based Approach in classification of Emphysema", 4^th Symposium on Health Technology, University of Waterloo, Waterloo, Canada, Oct. 2010.

21. "Multiscale Space Texture Classification Using Combined Classifiers", Graduate Student Research Conference-Sharing Discovery, University of Waterloo, Waterloo, Canada, April 2010.

22. “A Texton-Based Approach for the Classification of Lung Parenchyma in CT Images“, 13^th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Beijing, China, Sept. 2010.

23. “Multiple Classifier Systems in Texton-Based Approach for the Classification of CT Images of Lung”, Medical Computer Vision: Recognition Techniques and Applications in Medical Imaging, Beijing, China, Sept. 2010.

24. “Nonlinear Scale Space Theory in Texture Classification Using Multiple Classifier Systems”, 7^th International Conference in Image Analysis and Recognition (ICIAR), Povoa de Varzim, Portugal, June 2010.

25. "The Effect of Sub-sampling in Scale Space Texture Classification Using Combined Classifiers", IEEE International Conference on Intelligent and Advanced Systems (ICIAS), Kuala Lumpur, Malaysia, Nov. 2007.

26. "Combined Classifiers versus Combined Feature Space in Scale Space Texture Classification", International Conference on Robotic, Vision Information and Signal Processing (ROVISP), Pinang, Malaysia, Nov. 2007.

27. “Scale Space Texture Classification Using Combined Classifiers”, 15^th Scandinavian Conference Image Analysis (SCIA), Aalborg, Denmark, June 2007.

28. “Scale Space Texture Classification Using Combined Classifiers with Application to Ultrasound Tissue Characterization”, International Conference on Biomedical Engineering, Kuala Lumpur, Malaysia, Dec. 2006.

Invited Talks

29. “Supervised Dictionary Learning”, Imaging Research, Sunnybrook Health Science Center, Toronto, Canada, Dec. 2012.

30. "Multiscale Texture Classification Using Combined Classifiers", Department of Biomedical Engineering, Eindhoven University of Technology (TU/e), the Netherlands, Nov. 12, 2009.

31. "Texture Classification Using Multiple Classifier Systems in Multiscale Space", Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, the Netherlands, Oct. 5, 2009.

32. "Statistical Pattern Recognition-A Comparative Study on Some Biologically Inspired Techniques", University Nottingham Malaysia Campus, Semenyih, Malaysia, 16 May 2006.

33. "Mathematica 5", in Theoretical studies Laboratory Expository Lecture Series III-Quantization and Geometry, Institute of Advanced Technology, University Putra Malaysia (UPM), Serdang, Malaysia, 6 July 2004.

Short Courses

34. "Short Course on Mathematica", University Putra Malaysia (UPM), Serdang, Malaysia, 25-27 April 2004.

35. "Short Course on Mathematica", University Institute Technology Mara (UiTM), Shah Alam, Malaysia, 5-6 April 2004. "Combined Classifiers versus Combined Feature Space in Scale Space Texture Classification", International Conference on Robotic, Vision Information and Signal Processing (ROVISP), Pinang, Malaysia, Nov. 2007.