Sushumna S Pradeep

@inproceedings{VANWOENSEL2020-COCIG1,

title = {A CIG Integration Framework to Provide Decision Support for Comorbid Conditions using Transaction-based Semantics and Temporal Planning},

author = {William Van Woensel and Samina Abidi and Borna Jafarpour and Syed Sibte Raza Abidi},

year  = {2020},

date = {2020-08-01},

urldate = {2020-08-01},

booktitle = {International Conference on Artificial Intelligence in Medicine (AIME 2020)},

abstract = {Managing comorbid conditions, i.e., patients with multiple medical conditions, is quite challenging for Clinical Decision Support Systems (CDSS) based on computerized Clinical Practice Guidelines (CPG). In case of comorbidity, CDSS will need to recommend treatments from multiple different CPG, which may adversely interact (e.g., drug-disease interactions), or introduce inefficiencies. A-priori, static integration of computerized comorbid CPG is insufficient for clinical practice. In this paper, we present a solution for dynamic integration of CPG in response to evolving health profiles. Using Description and Transaction Logics, we define a set of CIG integration semantics for encoding integration decisions that cope with comorbidity issues at execution-time. These dynamic, transaction-based semantics are well-suited to roll back prior decisions when no longer safe or efficient; or, inversely, apply new decisions when relevant. Moreover, comorbid CIG integration should consider temporal properties of CIG tasks—at execution-time, these properties will be influenced by a range of temporal constraints. Given all temporal constraints, optimal task schedules will be calculated that will determine the feasibility of CIG integration decisions.},

keywords = {Clinical Decision Support Systems, Clinical Practice Guidelines, Comorbidities, Ontology, Semantic Web},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Baig2016b,

title = {An Ontological Model of Behaviour Theory to Generate Personalized Action Plans to Modify Behaviours},

author = {Wasif Hasan Baig and Samina Abidi and Syed Sibte Raza Abidi},

doi = {10.3233/978-1-61499-678-1-399},

year  = {2016},

date = {2016-08-15},

booktitle = {Exploring Complexity in Health: An Interdisciplinary Systems Approach. 26th European Medical Informatics Conference (MIE2016), Munich},

volume = {228},

pages = {399-403},

publisher = {IOS Press},

series = {Studies in Health Technology and Informatics},

abstract = {Behavior change approaches aim to assist patients in achieving self-efficacy in managing their condition. Social cognitive theory (SCT) stipulates self-efficacy as a central element to behavior change and provides constructs to achieve self-efficacy guided by person-specific action plans. In our work, to administer behaviour change in patient with chronic conditions, our approach entails the computerization of SCT-based self-efficacy constructs in order to generate personalized action plans that are suitable to an individual's current care scenario. We have taken a knowledge management approach, whereby we have computerized the SCT-based self-efficacy constructs in terms of a high-level SCT knowledge model that can be operationalized to generate personalized behaviour change action plans. We have collected and computerized behavior change content targeting healthy living and physical activity. Semantic web technologies have been used to develop the SCT knowledge model, represented in terms of an ontology and SWRL rules. The ontological SCT model can inferred to generate personalized self-management action plans for a given patient profile. We present formative evaluation of the clinical correctness and relevance of the generated personalized action plans for a range of test patient profiles},

keywords = {Action Plans, Behaviour Modelling, Information Personalization, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/WoenselMAA15,

title = {Multi-Strategy Semantic Web Reasoning for Medical Knowledge Bases},

author = {William Van Woensel and Hossein Mohammadhassanzadeh and Samina Raza Abidi and Syed Sibte Raza Abidi},

url = {http://ceur-ws.org/Vol-1428/BDM2I_2015_paper_8.pdf},

year  = {2015},

date = {2015-10-11},

booktitle = {Proceedings of International Workshop on Biomedical Data Mining, Modeling, and Semantic Integration: A Promising Approach to Solving Unmet Medical Needs (BDM2I2015)},

keywords = {Health Informatics, Knowledge Based Systems, Ontology, Semantic Web},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/bigdata/AbusharekhSHA15,

title = {H-DRIVE: A Big Health Data Analytics Platform for Evidence-Informed Decision Making},

author = {Ashraf Abusharekh and Samuel Alan Stewart and Nima Hashemian and Syed Sibte Raza Abidi},

url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7194705},

doi = {10.1109/BigDataCongress.2015.68},

isbn = {978-1-4673-7278-7},

year  = {2015},

date = {2015-06-27},

booktitle = {IEEE International Congress on Big Data, New York City, NY, USA},

pages = {416--423},

publisher = {IEEE Press},

keywords = {Clinical Decision Support Systems, Decision Support, Health Informatics, Information Personalization, Knowledge Management, Knowledge Modelling, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/aime/AbidiA13,

title = {An Ontology-Driven Personalization Framework for Designing Theory-Driven Self-Management Interventions},

author = {Syed Sibte Raza Abidi and Samina Raza Abidi},

url = {http://dx.doi.org/10.1007/978-3-319-03916-9_8},

year  = {2013},

date = {2013-01-01},

booktitle = {Process Support and Knowledge Representation in Health Care - AIME 2013 Joint Workshop, KR4HC 2013/ProHealth 2013, Murcia, Spain, June 1, 2013, Revised Selected Papers},

pages = {97--112},

crossref = {DBLP:conf/aime/2013k},

keywords = {Behaviour Modelling, Ontology, Patient Education, Self-Management, Semantic Web, Social Cognition Theory},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/medinfo/AbidiSSA13,

title = {Usability Evaluation of Family Physicians' Interaction with the Comorbidity Ontological Modeling and ExecuTion System (COMET)},

author = {Samina Raza Abidi and Samuel Alan Stewart and Michael A. Shepherd and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.3233/978-1-61499-289-9-447},

year  = {2013},

date = {2013-01-01},

booktitle = {MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics, 20-13 August 2013, Copenhagen, Denmark},

pages = {447--451},

crossref = {DBLP:conf/medinfo/2013},

keywords = {Clinical Decision Support Systems, Comorbidities, Ontology, Semantic Web, Usability Evaluation},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cbms/HashemianA12,

title = {Modeling Clinical Workflows Using Business Process Modeling Notation},

author = {Nima Hashemian and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1109/CBMS.2012.6266322},

year  = {2012},

date = {2012-01-01},

booktitle = {25th IEEE International Symposium on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy},

pages = {1--4},

crossref = {DBLP:conf/cbms/2012},

keywords = {Clinical Decision Support Systems, Clinical Pathways, Health Informatics, Knowledge Management, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cbms/AbidiA12,

title = {An Ontological Modeling Approach to Align Institution-Specific Clinical Pathways: Towards Inter-Institution Care Standardization},

author = {Samina Raza Abidi and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1109/CBMS.2012.6266392},

year  = {2012},

date = {2012-01-01},

booktitle = {25th IEEE International Symposium on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy},

pages = {1--4},

crossref = {DBLP:conf/cbms/2012},

keywords = {Clinical Workflow, Health Informatics, Knowledge Modelling, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/aime/JafarpourAA11,

title = {Exploiting OWL Reasoning Services to Execute Ontologically-Modeled Clinical Practice Guidelines},

author = {Borna Jafarpour and Samina Raza Abidi and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1007/978-3-642-22218-4_39},

year  = {2011},

date = {2011-01-01},

booktitle = {13th Conference on Artificial Intelligence in Medicine, AIME 2011, Bled, Slovenia, July 2-6, 2011. },

pages = {307--311},

crossref = {DBLP:conf/aime/2011},

keywords = {Clinical Practice Guidelines, Decision Support Systems, Knowledge Execution, Ontology, OWL Reasoning},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/hicss/IqbalSA11,

title = {An Ontology-Based Electronic Medical Record for Chronic Disease Management},

author = {Ashraf Mohammed Iqbal and Michael A. Shepherd and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1109/HICSS.2011.61},

year  = {2011},

date = {2011-01-01},

booktitle = {44th Hawaii International International Conference on Systems Science (HICSS-44 2011), Proceedings, 4-7 January 2011, Koloa, Kauai, HI, USA},

pages = {1--10},

crossref = {DBLP:conf/hicss/2011},

keywords = {Chronic Disease Management, Electronic Medical Record, Ontology, OWL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/compsac/HussainRDA11,

title = {Detecting and Resolving Inconsistencies in Ontologies Using Contradiction Derivations},

author = {Sajjad Hussain and Jos De Roo and Ali Daniyal and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1109/COMPSAC.2011.76},

year  = {2011},

date = {2011-01-01},

booktitle = {35th Annual IEEE International Computer Software and Applications Conference, Munich, Germany, 18-22 July 2011},

pages = {556--561},

crossref = {DBLP:conf/compsac/2011},

keywords = {Knowledge Management, Ontology, Semantic Web},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/services/AbidiADKMAAYJF10,

title = {A Service Oriented E-Research Platform for Ocean Knowledge Management},

author = {Syed Sibte Raza Abidi and Ashraf Abusharekh and Ali Daniyal and Mei Kuan and Syed Farrukh Mehdi and Samina Abidi and Faisal Abbas and Philip Yeo and Farhan Jamal and Reza Fathzadeh},

url = {http://dx.doi.org/10.1109/SERVICES.2010.19},

year  = {2010},

date = {2010-01-01},

booktitle = {6th World Congress on Services, SERVICES 2010, Miami, Florida, USA, July 5-10, 2010},

pages = {32--39},

crossref = {DBLP:conf/services/2010},

keywords = {E-Science, Knowledge Management, Oceanography, Ontology, Services Oriented Architecture},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Din:StudHealthTechnolInform:2010,

title = {Ontology Based Modeling and Execution of Nursing Care Plans and Practice Guidelines},

author = {Muzammil Abdulrehman Din and Syed Sibte Raza Abidi and Borna Jafarpour},

issn = {0926-9630},

year  = {2010},

date = {2010-01-01},

booktitle = {Stud Health Technol Inform},

volume = {160},

number = {Pt 2},

pages = {1104-8},

address = {Netherlands},

abstract = {Nursing Care Plans (NCP) and Nursing Clinical Practice Guidelines (NCPG) promote evidence-based patient care, but in their paper form they are difficult to be applied at the point-of-care. We present our approach to generate patient-specific nursing care plans by modeling and computerizing these nursing knowledge resources. We present a Nursing CarePlan Ontology (NCO) that models the NCP and NCPG to realize an integrated knowledge base for designing and executing patient-specific nursing CarePlans. We adapted METHONTOLOGY methodology for ontology engineering to develop our OWL-based NCO, and instantiated a set of NCP and NCPG. We have developed an execution engine that provides recommendations to nurses based on the patient's data. NCO was successfully evaluated for representational accuracy and completeness using a set of test NCP and NCPG.},

keywords = {Care Plans, Clinical Practice Guidelines, Health Informatics, Knowledge Modelling, Nursing, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/womo/HussainA10,

title = {Extracting and Merging Contextualized Ontology Modules},

author = {Sajjad Hussain and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.3233/978-1-60750-544-0-25},

year  = {2010},

date = {2010-01-01},

booktitle = {Modular Ontologies - Proceedings of the Fourth International Workshop, WoMO 2010, Toronto, ON, Canada, May 11, 2010},

pages = {25--40},

crossref = {DBLP:conf/womo/2010},

keywords = {Ontology, Ontology Merging},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/aime/AbidiA09,

title = {Towards the Merging of Multiple Clinical Protocols and Guidelines via Ontology-Driven Modeling},

author = {Samina Raza Abidi and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1007/978-3-642-02976-9_10},

year  = {2009},

date = {2009-01-01},

booktitle = {12th Conference on Artificial Intelligence in Medicine, Verona, Italy, July 18-22, 2009. },

pages = {81--85},

crossref = {DBLP:conf/aime/2009},

keywords = {Clinical Pathways, Clinical Practice Guidelines, CPG Merging, Health Informatics, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/mie/DaniyalAA09,

title = {Computerizing Clinical Pathways: Ontology-Based Modeling and Execution},

author = {Ali Daniyal and Samina Raza Abidi and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.3233/978-1-60750-044-5-643},

year  = {2009},

date = {2009-01-01},

booktitle = {The 22nd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina},

pages = {643--647},

crossref = {DBLP:conf/mie/2009},

keywords = {Clinical Practice Guidelines, CPG Computerization, Knowledge Execution, Knowledge Modelling, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ecaiw/AbidiABH08,

title = {Operationalizing Prostate Cancer Clinical Pathways: An Ontological Model to Computerize, Merge and Execute Institution-Specific Clinical Pathways},

author = {Samina Raza Abidi and Syed Sibte Raza Abidi and Lorna Butler and Sajjad Hussain},

url = {http://dx.doi.org/10.1007/978-3-642-03262-2_1},

year  = {2008},

date = {2008-01-01},

booktitle = {Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, K4HelP 2008, Patras, Greece, July 21, 2008, Revised Selected Papers},

pages = {1--12},

crossref = {DBLP:conf/ecaiw/2008k4help},

keywords = {Clinical Pathways, Knowledge Management, Knowledge Modelling, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ecaiw/AbidiS08,

title = {Modeling the Form and Function of Clinical Practice Guidelines: An Ontological Model to Computerize Clinical Practice Guidelines},

author = {Syed Sibte Raza Abidi and Shapoor Shayegani},

url = {http://dx.doi.org/10.1007/978-3-642-03262-2_7},

year  = {2008},

date = {2008-01-01},

booktitle = {Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, K4HelP 2008, Patras, Greece, July 21, 2008, Revised Selected Papers},

pages = {81--91},

crossref = {DBLP:conf/ecaiw/2008k4help},

keywords = {Clinical Practice Guidelines, Knowledge Management, Knowledge Modelling, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cbms/HurleyA07,

title = {Ontology Engineering to Model Clinical Pathways: Towards the Computerization and Execution of Clinical Pathways},

author = {Katrina F. Hurley and Syed Sibte Raza Abidi},

url = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2007.79},

year  = {2007},

date = {2007-01-01},

booktitle = {20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 20-22 June 2007, Maribor, Slovenia},

pages = {536--541},

crossref = {DBLP:conf/cbms/2007},

keywords = {Clinical Pathways, Knowledge Management, Knowledge Modelling, Ontology, Ontology Engineering, Semantic Web},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/hicss/HussainA07,

title = {Ontology Driven CPG Authoring and Execution via a Semantic Web Framework},

author = {Sajjad Hussain and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1109/HICSS.2007.408},

year  = {2007},

date = {2007-01-01},

booktitle = {40th Hawaii International International Conference on Systems Science (HICSS-40 2007), CD-ROM / Abstracts Proceedings, 3-6 January 2007, Waikoloa, Big Island, HI, USA},

pages = {135},

crossref = {DBLP:conf/hicss/2007},

keywords = {Clinical Decision Support Systems, CPG Computerization, Knowledge Execution, Ontology, Ontology Engineering, Semantic Web},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/medinfo/AbidiAHS07,

title = {Ontology-based Modeling of Clinical Practice Guidelines: A Clinical Decision Support System for Breast Cancer Follow-up Interventions at Primary Care Settings},

author = {Samina Abidi and Syed Sibte Raza Abidi and Sajjad Hussain and Michael A. Shepherd},

url = {http://dx.doi.org/10.3233/978-1-58603-774-1-845},

year  = {2007},

date = {2007-01-01},

booktitle = {MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics - Building Sustainable Health Systems, 20-24 August, 2007, Brisbane, Australia},

pages = {845--849},

crossref = {DBLP:conf/medinfo/2007},

keywords = {Breast Cancer, Clinical Decision Support Systems, Clinical Practice Guidelines, CPG Computerization, Ontology, Semantic Web},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{o2006modeling,

title = {Modeling Intelligent Ontology Evolution Using Biological Evolutionary Processes},

author = {Philip O'Brien and Syed Sibte Raza Abidi},

year  = {2006},

date = {2006-01-01},

booktitle = {IEEE International Conference on Engineering of Intelligent Systems},

pages = {1-6},

organization = {IEEE},

keywords = {Ontology, Ontology Engineering},

pubstate = {published},

tppubtype = {inproceedings}

}