Publications

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2018

Syed S.R. Abidi; Patrice C. Roy; Muhammad S. Shah; Jin Yu; Sanjun Yan

A data mining framework for glaucoma decision support based on optic nerve image analysis using machine learning methods Journal Article

Journal of Healthcare Informatics Research, 2 (4), pp. 370-401, 2018.

Links | BibTeX | Tags: Classification, Clustering, Data Mining, Decision Support Systems, Optic Nerve

2016

Nelofar Kureshi; Syed Sibte Raza Abidi; Christian Blouin

A Predictive Model for Personalized Therapeutic Interventions in Non-small Cell Lung Cancer. Journal Article

IEEE Journal of Biomedical and Health Informatics, 20 (1), pp. 424-431, 2016, ISSN: 2168-2208.

Abstract | Links | BibTeX | Tags: Cancer, Data Mining, Decision Trees, Health Data Analytics, Personalized Medicine, Prediction Model

2015

Sangwhan Cha; Ashraf Abusharekh; Syed Sibte Raza Abidi

Towards a 'Big' Health Data Analytics Platform Inproceedings

First IEEE International Conference on Big Data Computing Service and Applications, BigDataService, Redwood City, CA, USA, pp. 233–241, IEEE Press, 2015, ISBN: 978-1-4799-8128-1.

Links | BibTeX | Tags: Big Data, Data Mining, Decision Support, Health Data Analytics

2010

Ali Daniyal; Samina Raza Abidi; Ashraf Abusharekh; Mei Kuan Wong; Syed Sibte Raza Abidi

A Knowledge-centric e-Research Platform for Marine Life and Oceanographic Research Inproceedings

International Conference on Knowledge Management and Information Sharing, Valencia, Spain, October 25-28, 2010, pp. 363–366, 2010.

BibTeX | Tags: Data Mining, E-Science, Knowledge Management, Oceanography

2007

Syed Sibte Raza Abidi; Paul Habib Artes; Sanjan Yun; Jin Yu

Automated Interpretation of Optic Nerve Images: A Data Mining Framework for Glaucoma Diagnostic Support. Inproceedings

Stud Health Technol Inform, pp. 1309-13, Netherlands, 2007, ISSN: 0926-9630.

Abstract | BibTeX | Tags: Classification, Clustering, Data Mining, Decision Support Systems, Optic Nerve

2006

Qingshuang Jiang; Syed Sibte Raza Abidi

From Clusters to Rules: A Hybrid Framework for Generalized Symbolic Rule Induction Inproceedings

Advances in Machine Learning and Cybernetics, pp. 219-228, Springer, 2006.

BibTeX | Tags: Data Mining, Health Data Analytics

2005

Jin Yu; Syed Sibte Raza Abidi; Paul Habib Artes; Andrew R. McIntyre; Malcolm I. Heywood

Automated Optic Nerve Analysis for Diagnostic Support in Glaucoma Inproceedings

18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 23-24 June 2005, Dublin, Ireland, pp. 97–102, 2005.

Links | BibTeX | Tags: Classification, Clustering, Data Mining, Decision Support Systems, Glaucoma, Health Data Analytics, Optic Nerve

Qingshuang Jiang; Syed Sibte Raza Abidi

From Clusters to Rules: A Hybrid Framework for Generalized Symbolic Rule Induction Inproceedings

Advances in Machine Learning and Cybernetics, 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers, pp. 219–228, 2005.

Links | BibTeX | Tags: Data Mining, Health Data Analytics

2004

Andrew R. McIntyre; Malcolm I. Heywood; Paul Habib Artes; Syed Sibte Raza Abidi

Toward Glaucoma Classification with Moment Methods Inproceedings

1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, London, Ontario, Canada, pp. 265–272, 2004.

Links | BibTeX | Tags: Data Mining, Glaucoma, Health Data Analytics

2002

Syed Sibte Raza Abidi; Kok Meng Hoe

Symbolic Exposition of Medical Data-Sets: A Data Mining Workbench to Inductively Derive Data-Defining Symbolic Rules Inproceedings

15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 4-7 June 2002, Maribor, Slovenia, pp. 123–128, 2002.

Links | BibTeX | Tags: Data Mining, Health Data Analytics