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Dr. Lucy Hederman

Associate Professor (Computer Science)
OREILLY INSTITUTE
      
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Dr. Lucy Hederman

Associate Professor (Computer Science)
OREILLY INSTITUTE


  CLINICAL DATABASE   CLINICAL DECISION MAKING   Databases, database management, data mining   Decision support tools   Information management   Knowledge and data engineering   Knowledge Management
Project Title
 Transform
From
March 2010
To
June 2015
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
Programme
FP7
Project Title
 Primary Care Research Centre
From
September 2008
To
2013
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
Project Title
 LEARN: Organisational Learning in Irish Aid Organisations
From
April 2005
To
March 2008
Summary
Funding Agency
IRCHSS
Person Months
108
Project Title
 MediLink
From
2000
To
2004
Summary
Linking Knowledge to Patient Records
Funding Agency
HEA
Programme
PRTLI

Details Date From Date To
Member, Irish Computer Society 1990
Member, Association for Computing Machinery 1992
Member, Healthcare Informatics Society of Ireland 1998
Kievit, R.; Kawu, A.; van Reisen, M.; O"Sullivan, D. and Hederman, L., Exploring the Design of Low-End Technology to Increase Patient Connectivity to Electronic Health Records, 17th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHINF, Rome, Italy, 2024, Conference Paper, PUBLISHED  DOI
Ekaterina Uetova, Lucy Hederman, Dympna O"Sullivan, Robert Ross, and Marily Oppezzo, Chatting for Change: Insights into and Directions for Using Online Peer Support Groups to Interrupt Prolonged Workplace Sitting, 17th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHINF, Rome, Italy, 2024, Conference Paper, PUBLISHED  DOI
Ormazabal, A., Berry, D., Hederman, L., Co-development of a tool to help clinicians decide upon the trustworthiness of Patient Generated Health Data, Proceedings - IEEE Symposium on Computer-Based Medical Systems, 2024, p442-449 , Conference Paper, PUBLISHED
Nagoor, S., Hederman, L., Koidl, K., Martin-Loeches, I., Distinguishing Clinical Sentiment in Intensive Care Unit Clinical Notes, Proceedings - IEEE Symposium on Computer-Based Medical Systems, 2024, p249-259 , Conference Paper, PUBLISHED
Colin Daly and Lucy Hederman, Learning to Rank for Query Auto-Complete with Language Modelling in Enterprise Search, KDIR 2024 - 16th International Conference on Knowledge Discovery, Knowledge Engineering and Information Retrieval, 2024, Conference Paper, PUBLISHED  DOI  URL
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, Journal Article, PUBLISHED  TARA - Full Text  DOI
Turner, J. and Impey, S. and Gibbons, F. and Bolger, A. and Stephens, G. and Hederman, L. and Hamed, R. and O'Meara, C. and de la Varga, F. and Kommala, J. and Nicholson, M. and Farrell, D. and Galvin, M. and Heverin, M. and Mac Domhnaill, Ã . and McFarlane, R. and Meldrum, D. and Murray, D. and Hardiman, O., Data and Process Harmonisation of MultiNational, Multi-Site Research Data, Studies in Health Technology and Informatics, 316, 2024, p1411-1412 , Notes: [cited By 0], Journal Article, PUBLISHED  DOI
Uetova, E., Hederman, L., Ross, R., O"Sullivan, D., Exploring the characteristics of conversational agents in chronic disease management interventions: A scoping review, Digital Health, 10, 2024, Journal Article, PUBLISHED
Sinead Impey, Jonathan Turner, Frances Gibbons, Anthony Bolger, Gaye Stephens, Lucy Hederman, Ciara O'Meara, Ferran De La Varga, John Kommala, Matthew Nicholson, Daniel Farrell, Emmet Morrin, Miriam Galvin, Mark Heverin, Eanna Mac Domhnaill, Robert McFarlane, Dara Meldrum, Deirdre Murray, and Orla Hardiman, Dataset, Usability and Process - Developing an Interdisciplinary, Multi-modal Data Collection Tool and Platform for a Rare Disease., Proceedings of the 8th International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing, HEALTHINFO 2023, Valencia, Spain, November 2023, 2023, pp26 - 29, Conference Paper, PUBLISHED
Colin Daly and Lucy Hederman, Enterprise Search: Learning to Rank with Click-Through Data as a Surrogate for Human Relevance Judgements, 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KDIR, Rome, Italy, 2023, Conference Paper, PUBLISHED  DOI
  

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Lucy Hederman, Information governance issues for secondary use of health data, Health Informatics Society of Ireland, AVIVA Stadium, Dublin, 16 November 2016, 2016, ICS, Invited Talk, PUBLISHED

  


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.