Faculty
- Ashraf Abusharekh.
Post Doctoral Fellows
- Cong Ye. Research interests: Machine Learning, Time Series Learning, Manifold Geometry, Brain Network, and Early Warning Algorithm in ICU.
- Patrice C. Roy. Research interests: Ambient intelligence; Smart homes; Health Informatics; Ubiquitous computing; Multi-agent systems; Context awareness; Activity/plan recognition; Machine learning; Knowledge representation; Description logic; Uncertainty theories; Cognitive assistance; Ontology; Semantic Web; Computer vision; Earth sciences.
- Raquel Dias.
- Enayat Rajabi. Research interests: Linked Data; Semantic Web; eLearning Technologies; Database; Digital Signature and PKI.
- Borna Jafarpour. Research interests: Semantic Web; Health Informatics; Clinical Decision Support Systems; Soft Computing.
- Sangwhan Cha. Research interests: Mobile Computing; Software Engineering; Parallel and Distributed Computing; Big Data Analysis; Health Informatics.
- Newres Al Haider. Research interests: Ontologies; Reasoning; Software Engineering; Graph Mining; Graph Databases; BigData.
- Greg Michael Lee. Research interests: Artificial Intelligence; Personalized Information; Machine Learning.
Completed PhD Thesis
- Ali Daowd. Augmented Knowledge Graphs for Literature-Based Discovery (AKG-LBD): A Novel Framework to Enhance Semantics-Based LBD For Biomedical Knowledge Discovery, Dalhousie University, August 2023.
- Hossein MohammadHassanzadeh. Plausible Reasoning Over Knowledge Graphs: A Novel Approach for Semantics-Based Health Data Analytics, Dalhousie University, March 2019.
- Calvino Cheng. Truism (Transfusion Inventory Process Mining Framework): A Process Mining-Based Framework for Understanding Blood Transfusion Product Inventories. (IDPhD), Dalhousie University, April 2017.
- Borna Jafarpour. Ontology Merging Using Semantically-Defined Merge Criteria And Owl Reasoning Services: Towards Execution-Time Merging Of Multiple Clinical Workflows To Handle Comorbidities, Dalhousie University, December 2013.
- Samuel Stewart. Combining Social Network and Semantic Content Analysis To Improve Knowledge Translation In Online Communities Of Practice (IDPhD), Dalhousie University, Dec. 2013.
- Joyline Makani. Knowledge Management in Knowledge Intensive Organizations: An Investigation of Factors Influencing Choices of Knowledge Management Systems (IDPhD), Dalhousie University, May 2012 (Co-Supervisor)
- Syed Sajjad Hussain. K-MORPH: Knowledge morphing via reconciliation of contextualized sub-ontologies, Dalhousie University, March 2011.
- Cheah Yu-N. A Knowledge Management Info-structure for Knowledge Creation: A Scenario-based Strategy for the Explication and Crystallisation of Tacit Knowledge, Universiti Sains Malaysia, May 2002.
Completed Master’s Thesis
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Kranthi Kiran Jalakam. Multi-Modal Consensus Clustering to Identify Phenotypes of Kidney Transplant Donors and Recipients for Survival Analysis. November 2022.
- Michael Barrett. Using A Knowledge Graph For Literature-Based Discovery Of Gene-Disease Associations Between COVID-19, Diabetes Mellitus, And Chronic Kidney Disease. April 2022.
- Kayalvizhi Thanigainathan. Using Ensemble Clustering to Identify Phenotype of Diabetes Patients for Evaluating Disease Progression. March 2022.
- Anders Lenskjold. Developing a Score to Grade Primary Care Providers’ Potentially Inappropriate Thyroid-Stimulating Hormone Testing Behaviour in Nova Scotia. March 2022. (Co-Supervisor)
- Noveenaa Pious. Ensemble clustering to group physicians based on their pathology test order profile. April 2021.
- Aditi Prem Kumar Nair. Semantic Web-Based Representation of Cognitive Behavioural Therapy: Applying Ontological Knowledge Modelling and Reasoning to Generate Personalized Behavioural Plans for the Treatment of Mild Depression. August 2020.
- Syed Asil Ali Naqvi. Predicting the Outcomes of Kidney Transplants using Machine Learning Methods. March 2020.
- Syed Mohammad Faizan. Applying Speech Recognition and Language Processing Methods to Transcribe and Structure Physicians’ Audio Notes to a Standardized Clinical Report Format. February 2020
- Jamey Martell. A Machine Learning Approach for Alert Behaviour Response Modeling to Mitigate Alert Fatigue in Health Information Systems. April 2019
- Benjamin Rose-Davis. Using Artificial Intelligence-based Argument Theory to Generate Automated Patient Education Dialogues: An Interactive Educational Dialogue System for Families of Children with Juvenile Idiopathic Arthritis. December 2018
- Ali Daowd. A Digital Health based Personalized Chronic Disease Risk Assessment and Mitigation Platform for Citizen’s Lifetime Health. December 2017
- Ali Naserian Mojadam. A Digital Health Based Personalized Preoperative Patient Education System for Patients Undergoing TAVI Surgery. December 2017
- Suria Kala Subbu. A Semantic Web Framework for Representing, Linking and Analyzing Medical Data for Optimizing Laboratory Utilization. August 2016
- Wasif Baig. A Semantic Web based Knowledge Management Framework to Model Behaviour Change Constructs for Generation of Personalized Action Plans. Sept. 2015 (Co-Supervisor)
- Swapnil Mahajan. A Generic Framework for Providing Psychosocial Support to Patients through an Online Virtual World. Jan. 2015 (Co-Supervisor)
- Hani Mufti. Predictors of Post-Operative Neurocognitive Complications in Patients Undergoing Cardiac Operation: A Predictive Analytics Approach. August 2014.
- Ehsan Maghsoudlou. Integrating Protocol-Driven Decision Support Within E-Referral System: Supporting Primary Care Practitioners for Spinal Care Consultation and Triaging. April 2014
- Nelofar Kureshi. Personalized Medicine: Development of a Predictive Computational Model for Personalized Therapeutic Interventions. August 2013 (Co-Supervisor).
- Ali Haider Zaidi. An OWL Ontology for Modeling HL-7 Compliant Electronic Patient Records for Chronic Disease Management. Dalhousie University. Dec 2012
- Shirin Sharif. Characterization of a Longitudinal Care Plan Model For Managing Chronic Diseases: A Care Plan Ontology to Computerize Paper-Based Care Plans. Dalhousie University. April 2012
- Nima Hashemian. Modelling Clinical Pathways as Business Process Models Using Business Process Modelling Notation. March 2012
- Mostafa Omaish. Ontology-based Knowledge Model for an ACS Management Clinical Guideline: Handling Updates and Institutional Priorities. Dec 2011
- Syed Farrukh Mehdi. Exploiting Semantics and Syntax for service Specification and Signature Matching: The S5 Web Service Matchmaker, Dalhousie University, Dec 2011
- Ashraf Mohammed Iqbal. An Ontology-Based Electronic Medical Record for Chronic Disease Management, Dalhousie University, Feb 2011 (Co-Supervisor)
- Ryan Druggan. Clinical Knowledge Modelling to Develop E-Clinics for Neuropituary Care, Dalhousie University, April 2010
- Brett Taylor. Re-Imaging Surveillance in the Context of Emergency Care, Dalhousie University, August 2009
- Muzammil Bashir Ahmad. Ontology Modelling for Nursing Care Plans and Clinical Practice Guidelines, Dalhousie University, April 2009.
- Shapoor Sheghani. Knowledge Modeling to Develop a Clinical Practice Guideline Ontology: Towards Computerization and Merging of Clinical Practice Guidelines. Dalhousie University. Sept 2007
- Katrina Hurley. Practice-Oriented Knowledge Abstraction in Development of an Ontology to Model Clinical Pathways, Dalhousie University. May 2007
- Philip O’Brien. Semantic Web Approach for Context-Aware Knowledge Sharing, Dalhousie University, March 2007.
- Selana Davis. Personalization of Cardiovascular Risk Management Using Linkages of SCORE and Behaviour Change Readiness to Web-based Education, Dalhousie University, August 2006.
- Aliko Mwakatobe. Information Personalization on the Semantic Web Using Reasoning, Dalhousie University, August 2006.
- Yan Zeng. Pursuing Information Personalization as a Constraint Satisfaction Problem, Dalhousie University, December 2005.
- Zeina Chedrawy. PRECISE: A Hybrid of Item-Based Collaborative Filtering and Case Based Reasoning for Contextual Information Personalization, Dalhousie University, July 2005.
- Sanjun Yan. Using Unsupervised Learning Methods to Sub-classify Optic Disk Damage Images, Dalhousie University, April 2005.
- Xuan Hu. Evaluating Discretization Techniques to Discretize Visual Field Data. Dalhousie University, April 2005.
- Qingshuang Jiang. Discovering Generalized Symbolic Rule from Un-Annotated Data: A Hybrid of Rough Sets and Attribute Oriented Induction, Dalhousie University, April 2005.
- Jin Yu. A Hybrid Feature Selection Method Classifying Optic Nerve Images, Dalhousie University, April 2005.
- Brent Jones. Leveraging Clinical Practice Guidelines to Develop Objective User Models for Customizing Healthcare Information to Manage High Cholesterol, Dalhousie University, Sept. 2004.
Research Associates
- Nima Hashemian. Research interests: Healthcare knowledge management; Clinical Practice guidelines (modelling and computerization); Workflows Languages; Semantic web services.