Dr. Lucy Hederman
Assistant Professor, Computer Science
Publications and Further Research Outputs
Peer-Reviewed Publications
Karl Gisslander, Matthew Rutherford, Louis Aslett, Neil Basu, François Dradin, Lucy Hederman, Zdenka Hruskova, Dagmar Jäger, Hicham Kardaoui, Sabina Licholai, Declan O"Sullivan, Jennifer Scott, Mårten Segelmark, Richard Straka, Michelangelo Tesi, Augusto Vaglio, Arthur White, Krzysztof Wójcik, Beyza Yaman, Mark A Little, Aladdin J Mohammad*, Data quality and patient characteristics in European ANCA-associated vasculitis registries: data retrieval by federated querying, Annals of the Rheumatic Diseases, 83, (1), 2024, p112 - 120
McFarlane R, Galvin M, Heverin M, Mac Domhnaill É, Murray D, Meldrum D, Bede P, Bolger A, Hederman L, Impey S, Stephens G, O'Meara C, Wade V, Al Chalabi A, Chiò A, Corcia P, van Damme P, Ingre C, McDermott C, Povedanos M, van den Berg L, Hardiman O., PRECISION ALS-an integrated pan European patient data platform for ALS., Amyotroph Lateral Scler Frontotemporal Degener., 2023
Uetova, E., Hederman, L., Ross, R., O"Sullivan, D., The Potential and Limitations of Conversational Agents for Chronic Conditions and Well-being, CEUR Workshop Proceedings, 3474, 2023
Kawu, A.A., Kievit, R., Abubakar, A., Reisen, M.V., O'Sullivan, D., Hederman, L., Exploring the Integration of a Patient Generated Health Data in a FAIR Digital Health System in Low-Resourced Settings: A User-Centered Approach, ACM International Conference Proceeding Series, 2023, p215-220
Tochukwu Ikwunne, Lucy Hederman, P. J. Wall, Theoretical Perspectives Towards Culture-Centered User Engagement Design for Mobile Health in the Global South, Proceedings of the Future Technologies Conference (FTC) 2022, Volume 3, 2023, p295--311
Hederman, L., Berry, D., Ormazabal, A., Clinician's perspective on trusting Patient Generated Health Data for use in clinical decision-making: A qualitative interview study, Proceedings - IEEE Symposium on Computer-Based Medical Systems, 2023-June, 2023, p252-256
Tochukwu Ikwunne, Lucy Hederman, PJ Wall, DECENT: A sociotechnical approach for developing mobile health apps in underserved settings, Digital Health, (9), 2023
Kawu, A.A., Hederman, L., Doyle, J., O'Sullivan, D., Patient generated health data and electronic health record integration, governance and socio-technical issues: A narrative review, Informatics in Medicine Unlocked, 37, 2023
Abdullahi Abubakar Kawu, Dympna O"Sullivan, Lucy Hederman, Mirjam Van Reisen, Barbara Magagna, FAIR4PGHD: A framework for FAIR implementation over PGHD, FAIR Connect, 1, (1), 2023, p35-40
Beyza Yaman, Kris McGlinn, Lucy Hederman, Declan O'Sullivan, Mark A. Little, Towards A Rare Disease Registry Standard: Semantic Mapping of Common Data Elements Between FAIRVASC and the European Joint Programme for Rare Disease, 5th Workshop on Semantic Web solutions for large-scale biomedical data analytics (SeWeBMeDA-2022), Extended Semantic Web Conference (ESWC), Hersonissos, Greece, 29.05.2022, edited by Ali Hasnain,Tracy Robson, Michel Dumontier, Brian Kirby, Dietrich Rebholz-Schuhmann , 2022, pp1 - 11
Kris McGlinn, Matthew A. Rutherford, Karl Gisslander, Lucy Hederman, Mark A. Little, Declan O'Sullivan, FAIRVASC: A semantic web approach to rare disease registry integration, Computers in Biology and Medicine, 2022, p1 - 31
Abdullahi Abubakar Kawu, Dympna O'Sullivan, Lucy Hederman, Towards Exchanging Wearable-PGHD with EHRs: Developing a Standardized Information Model for Wearable-Based Patient Generated Health Data, IARIA, 2022
Ikwunne, T., Hederman, L. and Wall, P.J., The DECENT Toolkit to Support Design of User Engagement of Mobile Health Technologies from a Practice Theory Perspective, Co-creating for Context in the Transfer and Diffusion of IT: IFIP WG 8.6 International Working Conference on Transfer and Diffusion of IT, TDIT 2022, Maynooth Ireland, June 2022, 2022, pp94 - 104
Ikwunne, T., Hederman, L., Wall, P.J., Design Processes for User Engagement with Mobile Health: A Systematic Review, International Journal of Advanced Computer Science and Applications, 13, (2), 2022, p291-303
ICT and the Environment: Strategies to Tackle Environmental Challenges in Nigeria in, editor(s)Arabnia H.R., Deligiannidis L., Shouno H., Tinetti F.G., Tran QN. , Advances in Computer Vision and Computational Biology. Transactions on Computational Science and Computational Intelligence, Springer, 2021, [Tochukwu Ikwunne, Lucy Hederman]
Ikwunne, T., Hederman, L., Wall, P.J., Designing mobile health for user engagement: The importance of socio-technical approach, arXiv, 2021
Understanding User Engagement in Information and Communications Technology for Development: An Exploratory Study in, editor(s)Stephanidis C., Marcus A., Rosenzweig E., Rau PL.P., Moallem A., Rauterberg M. , HCI International 2020 - Late Breaking Papers: User Experience Design and Case Studies. HCII 2020. Lecture Notes in Computer Science, vol 12423, Springer, 2020, [Ikwunne T., Hederman L., Wall P.J.]
Sinead Impey, Gaye Stephens, Lucy Hederman, Declan O'Sullivan, Exploring the motivations that drive paper use in clinical practice post-electronic health record adoption - a nursing perspective., International Conference on Health Informatics and Health Information Management, London, 20-21 August 2020, 2020, pp10-16
Bruno Ohana, Reducing screening workload in medical literature monitoring with machine learning, [], 2020
Jamie McGann, J Issartel, Lucy Hederman, Owen Conlan, Hop.Skip.Jump.Games: the effect of 'principled' exergameplay on children's locomotor skill acquisition, British Journal of Educational Technology, 50, (7), 2019
Retno Aulia Vinarti, Lucy Hederman, A Personalized Infectious Disease Risk Prediction System, Expert Systems With Applications, 131, (C), 2019, p266 - 274
Wall, P.J. and Lewis, D. and Hederman, L., Identifying Generative Mechanisms in a Mobile Health (mHealth) Project in Sierra Leone: A Critical Realist Framework for Retroduction, IFIP Advances in Information and Communication Technology, 552, 2019, p39-48
Jamie McGann, J Issartel, Lucy Hederman, Owen Conlan, PaCMAn: A 'principled' framework, arising from a systematic review of the literature, to underpin design and deployment of video games for motor skill acquisition, Entertainment Computing, 31, 2019
Brian Reddy, Brett Houlding, Lucy Hederman, Mark Canney, Christophe Debruyne, Ciaran O'Brien, Alan Meehan, Declan O'Sullivan, Mark A Little,, Data linkage in medical science using the resource description framework: the AVERT model, HRB Open Research, 1, (20), 2018, p1-15
PJ Wall, David Lewis, Lucy Hederman, Mobile Health (mHealth) Innovation in Sierra Leone: A Critical Realist Study, IFIP WG 9.4 European Regional Conference on the Social Implications of Computers in Developing Countries, Tirana, Albania, 22-24 June 2018, 2018
Retno Aulia Vinarti, Lucy Hederman, A Knowledge-base for a Personalized Infectious Disease Risk Prediction System, 29th Medical Informatics Europe (MIE 2018), Gothenburg, Sweden, 24-26 April 2018, 2018, pp5
Retno Aulia Vinarti, Lucy Hederman, Introduction of a Bayesian Network Builder Algorithm: Personalized Infectious Disease Risk Prediction, 11th International Conference on Health Informatics (HealthInf 2018): ACM Conference Series, Funchal-Madeira, Portugal, 19-21 January 2018, BIOSTEC 2018, 2018, pp12
Supporting Complex Dynamic Health Journeys Using Conversation to Avert Hospital Readmissions from the Community: An Ecological Perspective Incorporating Interoception in, editor(s)Joachim P Sturmberg , Putting Systems and Complexity Science into Practice, Springer, 2018, pp51 - 71, [C. Martin, J.P. Sturmberg, K. Stockman, D. Campbell, L. Hederman, C. Vogel, and K. Smith]
PJ Wall, L Deimling Johns, David Lewis, Lucy Hederman, Different Approaches, Different Mechanisms? Comparing the Mechanisms Identified by the Morphogenetic Approach and the Realist Synthesis Framework (MCO) Approach, 19th Annual Conference of the International Association of Critical Realism, University of Torino, Turin, Italy, July 2017, 2017
Retno Aulia Vinarti, Lucy Hederman, Personalization of Infectious Disease Risk Prediction: Towards Automatic Generation of a Bayesian Network, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS), Thessaloniki, Greece, 22-24 June 2017, IEEE Computer Society, 2017, pp594 - 599
PJ Wall, M Khayyat, David Lewis, Lucy Hederman, Combining Critical Realism, the Morphogenetic Approach and Activity Theory: A Proposed Framework for the Study of Mobile Health (mHealth) in Sierra Leone, 18th Conference of the International Association of Critical Realism, Cardiff, UK, July 2016, 2016
McGann, J., Conlan, O., Hederman, L., & Arnedillo-Sánchez I, The Deployment of Exergames for the Assessment of Children's Locomotor Skills in the Classroom, Proceedings of the 6th Irish Conference on Game-Based Learnin, 6th Irish Conference on Game-Based Learning, Dublin, June 2016, edited by Felicia, P., Pierce, N., Brady, M., & Devitt, A , 1, 2016, pp35 - 45
Jones S, Cournane S, Sheehy N, Hederman L, A Business Analytics Software Tool for Monitoring and Predicting Radiology Throughput Performance., Journal of digital imaging, 29, (6), 2016, p645 - 653
Annariina Koivu, Nicolas Mavengere, Mikko Ruohonen, Lucy Hederman, Jane Grimson, Exploring the Information and ICT Skills of Health Professionals in Low- and Middle-Income Countries, IFIP Advances in Information and Communication Technology, March 2016, 2016
Implementing mHealth in low and middle-income countries: What should program implementers consider? in, editor(s)Sasan Adibi , Mobile Health (mHealth): Multidisciplinary Verticals, Springer, 2015, pp257 - 273, [PJ Wall, Frédérique Vallières, Eilish McAuliffe, Dave Lewis, Lucy Hederman]
Kris McGlinn, Lucy Hederman, Dave Lewis, SimCon: A Context Simulator for Supporting Evaluation of Smart Building Applications when Faced with Uncertainty, Pervasive and Mobile Computing, 12, 2014, p139 - 159
Avoidable Hospitalizations in Older Adults: Applying Complexity Science Principles and Machine Learning Approaches in, editor(s)J.P. Sturmberg and C.M. Martin , Handbook of Systems and Complexity in Health, New York, Springer Science+Business Media, 2013, pp445 - 465, [Carmel M. Martin, Carl Vogel, Lucy Hederman, Kevin Smith, Atieh Zarabzadeh, Deirdre Grady, and Jing Su]
PJ Wall, Frédérique Vallières, Dave Lewis, Lucy Hederman, Josef Musa, A Socio-Technical Approach to the Implementation of mHealth in Sierra Leone: A Theoretical Perspective, eChallenges Conference 2013, Malahide, Dublin, 9-11 October 2013, 2013
Kris McGlinn, A Virtual Reality-based Context Simulator for Evaluating the Effect of Uncertainty on Smart Building Applications, Trinity College Dublin, 2013
Luca Longo, Lucy Hederman, Argumentation theory for decision support in health-care: A comparison with machine learning, International conference on brain and health informatics, Springer, 2013, pp168 - 180
Martin, Carmel M., Carl Vogel, Deidre Grady, Atieh Zarabzadeh, Lucy Hederman, John Kellett, Kevin Smith and Brendan O'Shea, Implementation of complex adaptive chronic care: the Patient Journey Record System (PaJR), Journal of Evaluation in Clinical Practice, 18, (6), 2012, p1226 - 1234
Haseeb Khan, Lucy Hederman, A Universal Clinical Decision Support System using semantic web services, ESWC 2012 Semantic Interoperability in Medical Informatics WSop, Crete, Greece, 27th May 2012, 2012
Luca Longo, Bridget Kane, Lucy Hederman, Argumentation Theory in Health Care, The 25th International Symposium on Computer-Based Medical Systems, Rome, Italy, June 20-22, 2012, 2012, pp1 - 6
An Ontology-Driven Approach to Clinical Evidence Modelling Implementing Clinical Prediction Rules in, editor(s)Anastasius Moumtzoglou, Anastasia Kastania , E-Health Technologies and Improving Patient Safety: Exploring Organizational Factors, IGI Global, 2012, pp257 - 284, [Corrigan, Derek, Lucy Hederman, Haseeb Khan, Adel Taweel, Olga Kostopoulou and Brendan Delaney]
Liang Xiao, Grainne Cousins, Brenda Courtney, Lucy Hederman, Tom Fahey, Borislav D Dimitrov, Developing an electronic health record (EHR) for methadone treatment recording and decision support, BMC Medical Informatics and Decision Making, 11, (5), 2011
Liang Xiao, Grainne Cousins, Lucy Hederman, Tom Fahey, Borislav Dimitrov, The design of an EHR for clinical decision support, International Conference on Biomedical Engineering and Informatics (BMEI), October 2010, 2010
E D Brabazon, M W Carton, C Murray, L Hederman, D Bedford, General practice out-of-hours service in Ireland provides a new source of syndromic surveillance data on influenza, Eurosurveillance, 2010, 2010
Liang Xiao, Bo Hu, Lucy Hederman, Paul Lewis, Borislav D. Dimitrov, Towards Knowledge Sharing and Patient Privacy in a Clinical Decision Support System, Information Technology Interfaces (ITI'09), Dubrovnik, Croatia, 22-25 June 2009, 2009
Séamus Lawless, Lucy Hederman, Vincent Wade, Enhancing Access to Open Corpus Educational Content: Learning in the Wild, 21st ACM Conference on Hypertext and Hypermedia , Pittsburgh, PA, U.S.A., June 19-21, 2008, pp167 - 174
Séamus Lawless, Lucy Hederman, Vincent Wade, OCCS: Enabling the Dynamic Discovery, Harvesting and Delivery of Educational Content from Open Corpus Sources, The 8th IEEE International Conference on Advanced Learning Technologies, Santander, Cantabria, Spain, July 1-5, 2008, pp676 - 678
Y. Rahman, L. Hederman, T. Knape, M. Gargan, G. Power, V. Wade, Medinfo 2004, e-clinic: An Electronic Triage System for the Management of Type 2 Diabetes Mellitus, San Franscisco, September, edited by Y. Rahman, L. Hederman, T. Knape, M. Gargan, G. Power, V. Wade , 2004
A UML Approach to Process Modelling of Clinical Practice Guidelines for Enactment in, editor(s)R. Baud et al. , The New Navigators: from Professionals to Patients, Proceedings of Medical Informatics Europe 2003, IOS Press Amsterdam, 2003, pp635 - 640, [Knape, T., Hederman, L., Wade, V. P., Gargan, M., Harris, C.]
Bisbal, J., Grimson, J., Grimson, W., Berry, D. and Hederman, L., From passive to active electronic healthcare records , Methods of Information in Medicine, 42, (5), 2003, p535 - 543
Y Rahman, T Knape, M Gargan, S McQuaid, V Wade, L Hederman, J Nolan, J Grimson, Mass Screening For Diabetes: New Horizon with Computer Aided Diagnosis System, 22nd Joint Meeting of British Endocrine Societies, Glasgow, March, 2003
Clinical Guidelines in UML: A Comparative Study in, editor(s)G. Surján et al. , Health Data in the Information Society, Proceedings of MIE2002, IOS Press, 2002, pp471 - 477, [Lucy Hederman, Daniel Smutek, Vincent Wade, Thomas Knape]
V. Wade, W. Grimson, L. Hederman, M. Yearworth, T. Groth, Managing the operation of open distributed laboratory information systems, Computer Methods and Programs in Biomedicine, 50, 1996, p123 - 133
P Cunningham, H. Fujisawa, L Hederman, F Cummins(ed.), First Japanese Knowledge Acquisition for Knowledge-based Systems Workshop, A combined approach to text retrieval using concept networks linked to hypertext, Tokyo, October, 1990
Non-Peer-Reviewed Publications
PJ Wall, David Lewis, Lucy Hederman, Causal Explanation of Mobile Health (mHealth) in Sierra Leone - A Morphogenetic Analysis, Development Studies Association of Ireland (DSAI) Annual Conference 2018, Dublin, Ireland, October 2018, 2018
PJ Wall, David Lewis, Lucy Hederman, Information and Communications Technology for Development (ICT4D) - A Review of the Field and Future Priorities in a Changing International Context, Development Studies Association of Ireland (DSAI) Annual Conference 2017, Dublin, Ireland, November 2017, 2017
Lucy Hederman, Information governance issues for secondary use of health data, Health Informatics Society of Ireland, AVIVA Stadium, Dublin, 16 November 2016, 2016, ICS
Liang Xiao, Grainne Cousins, Tom Fahey, Borislav Dimitrov, Lucy Hederman, , Developing a rule-driven clinical decision support system with an extensive and adaptative architecture, IEEE 14th International Conference one-Health Networking, Applications and Services, 10-13 October 2012, IEEE, 2012
Research Expertise
Description
The main unifying thread of my research has been supporting knowledge work, especially clinical decision making, by leveraging data and documents. My recent research addresses (1) integration of diverse data sets to support clinical research, specifically on rare diseases (ANCA-vasculitis and MND) for which data integration across jurisdictions is essential (viz. FAIRVASC, PARADISE, and Precision-ALS projects) and (2) technical and socio-technical issues for adoption of patient-generated health data (such as home health device data) into clinical decision making. - All my research has been strongly interdisciplinary, requiring a deep engagement with clinicians, clinical researchers and social scientists. My research colleagues greatly appreciate my role in facilitating communication between disciplines. - My current H-index is 15 with a recent upward trajectory. I have more than 70 (?? 50 in table later??) publications. - I have brought in a total of €xxxk funding as a collaborator on more than 12 funded research projects. - I lead the Heterogeneity and Interoperability (H&I) challenge (?budget for H&I) in the SFI funded ADAPT 2 centre. - I have supervised 4 successful PhDs and 2 research MSc and co-supervised 6 successful PhDs. I am currently supervising 4 PhDs and co-supervising 4 more. - I have supervised dissertations of more than 65 taught MSc students. More than 55 of these were Health Informatics students, many of whose projects, or skills acquired, have impacted healthcare in Ireland. - I was founder of 2 TCD spinouts aligned with my research, PBOC and BIOLOGIT.Projects
- Title
- Transform
- Summary
- Translational Research and Patient Safety in Europe. Develop a rapid learning healthcare system by integrating primary care electronic health record systems, research systems, and clinical decision support systems.
- Funding Agency
- EU
- Date From
- March 2010
- Date To
- June 2015
- Title
- LEARN: Organisational Learning in Irish Aid Organisations
- Funding Agency
- IRCHSS
- Date From
- April 2005
- Date To
- March 2008
- Title
- Primary Care Research Centre
- Summary
- Diagnosis and management of vulnerable groups in the community: an evidence-based approach using Information and Communication Technology (ICT) Through the Primary Care Research Centre (HRC), we will conduct a programme of research that examines the quality of care across the primary/secondary care interface in vulnerable patient groups utilizing newly established, internationally funded cohort studies, allied to record-linkage with prescribing and in-patient hospitalisation datasets (elderly and children); exploration of a nationally-established prescribing register (methadone users) and establishment of a cohort of pregnant women who are receiving antenatal care at the State's largest maternity hospital. This initial research, designated as Work Package (WP) #1, will establish standards for the quality of care provided for these vulnerable groups, with a particular emphasis on effective medicine monitoring and development of ICT interventions that enhance patient care across the primary/secondary care interface and facilitate self management for patients and decision support for health professionals with a focus on nurse prescribers and GPs. The second part of this HRC programme, WP #2, will focus on evidence-based diagnosis, establishing a register of clinical prediction rules (CPRs) relevant to primary care and undertaking systematic reviews of common clinical conditions in relation to the diagnostic accuracy of symptoms, signs and diagnostic tests available to GPs. The register and systematic reviews will be disseminated through the Cochrane Primary Health Care Field. As part of WP #2 we will also undertake development and validation studies of CPRs identified as key areas for primary care diagnosis. In tandem with this research, observational studies examining diagnostic and therapeutic error in primary care will be undertaken. Lastly, based on the observational epidemiological research concerning quality of care and medicines management, as well as the CPRs register, WP #3 will be based around the development and evaluation of ICT interventions in the form of computer-based clinical decisions support systems (CDSSs), decision aids and self management programmes. Evaluation will be conducted by means of randomised controlled trials (RCTs) with particular focus on interventions to promote initiation and continuation of breastfeeding and a separate RCT to combat obesity in children. The overarching theme of the proposed HRC is the management of vulnerable groups at the primary/secondary care interface. Initial observational research on nationally funded cohorts in WP #1 will allow us to quantify the challenges and develop ICT interventions, relying on the multi-disciplinary background of the co-applicants and collaborators in the HRC. In addition, through the activities carried out in WP #2, a register of CPRs and systematic reviews of CPRs will be developed to enhance evidence-based diagnosis in primary care. The ultimate aim is to develop, test and implement ICT interventions that improve the management and self management of illnesses in the community. Throughout the programme of research of the HRC, close collaboration will occur with key health service colleagues, ensuring translation of research findings into care for patients. Similarly, the datasets developed and used as part of the programme of research in the HRC, will be used as a resource for research-active health professionals in training programmes, particularly the HRB PhD scholar's programme.
- Funding Agency
- HRB
- Date From
- September 2008
- Date To
- 2013
- Title
- MediLink
- Summary
- Linking Knowledge to Patient Records
- Funding Agency
- HEA
- Date From
- 2000
- Date To
- 2004
Recognition
Memberships
Member, Irish Computer Society
Member, Association for Computing Machinery
Member, Healthcare Informatics Society of Ireland