Iain E. Buchan

Orcid: 0000-0003-3392-1650

According to our database1, Iain E. Buchan authored at least 62 papers between 1997 and 2024.

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Bibliography

2024
Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2023
Trustworthy Data and AI Environments for Clinical Prediction: Application to Crisis-Risk in People With Depression.
IEEE J. Biomed. Health Informatics, November, 2023

Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022
Systematic review and narrative synthesis of computerized audit and feedback systems in healthcare.
J. Am. Medical Informatics Assoc., 2022

Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study.
Proceedings of the AMIA 2022, 2022

2021
Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Causal inference and counterfactual prediction in machine learning for actionable healthcare.
Nat. Mach. Intell., 2020

2018
Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour.
BMC Medical Informatics Decis. Mak., 2018

Multi-method laboratory user evaluation of an actionable clinical performance information system: Implications for usability and patient safety.
J. Biomed. Informatics, 2018

The influence of patient portals on users' decision making is insufficiently investigated: A systematic methodological review.
Int. J. Medical Informatics, 2018

2017
Clinical code set engineering for reusing EHR data for research: A review.
J. Biomed. Informatics, 2017

Patient Portal Adoption Rates: A Systematic Literature Review and Meta-Analysis.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016
Understanding clinical prediction models as 'innovations': a mixed methods study in UK family practice.
BMC Medical Informatics Decis. Mak., 2016

Interface design recommendations for computerised clinical audit and feedback: Hybrid usability evidence from a research-led system.
Int. J. Medical Informatics, 2016

Making Medication Data Meaningful: Illustrated with Hypertension.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

A* fast and scalable high-throughput sequencing data error correction via oligomers.
Proceedings of the 2016 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2016

2015
User Interface Requirements for Web-Based Integrated Care Pathways: Evidence from the Evaluation of an Online Care Pathway Investigation Tool.
J. Medical Syst., 2015

Mobile early detection and connected intervention to coproduce better care in severe mental illness.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

An eHealth Approach to Reporting Allergic Reactions to Food and Closing the Knowledge Gap.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015


The Case for Conceptual and Computable Cross-Fertilization Between Audit and Feedback and Clinical Decision Support.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

A Two-stage Dynamic Model to Enable Updating of Clinical Risk Prediction from Longitudinal Health Record Data: Illustrated with Kidney Function.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Making Hypertensive Medication Data Meaningful.
Proceedings of the AMIA 2015, 2015

2014
Can multiple SNP testing in BRCA2 and BRCA1 female carriers be used to improve risk prediction models in conjunction with clinical assessment?
BMC Medical Informatics Decis. Mak., 2014

Developing visualization-based decision support tools for epidemiology.
Inf. Vis., 2014

Mining characteristics of epidemiological studies from Medline: a case study in obesity.
J. Biomed. Semant., 2014

Using String Metrics to Identify Patient Journeys through Care Pathways.
Proceedings of the AMIA 2014, 2014

Making Audit Actionable: An Example Algorithm for Blood Pressure Management in Chronic Kidney Disease.
Proceedings of the AMIA 2014, 2014

2013
Trustworthy reuse of health data: A transnational perspective.
Int. J. Medical Informatics, 2013

Why linked data is not enough for scientists.
Future Gener. Comput. Syst., 2013

Taming EHR data: Using Semantic Similarity to reduce Dimensionality.
Proceedings of the MEDINFO 2013, 2013

e-Labs and the Stock of Health Method for Simulating Health Policies.
Proceedings of the MEDINFO 2013, 2013

Missed Opportunities Mapping: Computable Healthcare Quality Improvement.
Proceedings of the MEDINFO 2013, 2013

The IMIA initiatives on Trustworthy Reuse of Health Data: A Report.
Proceedings of the MEDINFO 2013, 2013

Verbal Protocols for Assessing the Usability of Clinical Decision Support: The Retrospective Sense Making Protocol.
Proceedings of the MEDINFO 2013, 2013

2012
The Use of Metadata Objects in the Analysis and Representation of Clinical Knowledge.
Proceedings of the Metadata and Semantics Research - 6th Research Conference, 2012

Volumetric and Area-Based Breast Density Measurement in the Predicting Risk of Cancer at Screening (PROCAS) Study.
Proceedings of the Breast Imaging, 2012

eLab: Bringing Together People, Data and Methods to Enhance Knowledge Discovery in Healthcare Settings.
Proceedings of the HealthGrid Applications and Technologies Meet Science Gateways for Life Sciences, 2012

Report From European Summit On Trustworthy Reuse Of Health Data.
Proceedings of the AMIA 2012, 2012

2011
National-scale clinical information exchange in the United Kingdom: lessons for the United States.
J. Am. Medical Informatics Assoc., 2011

Sharable simulations of public health for evidence based policy making.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

2010
Obesity Atlas and Methodbox: Towards an Open Framework for Sharing Public Health Intelligence Workflows.
Proceedings of the MEDINFO 2010, 2010

IMPACT: A generalisable system for simulating public health interventions.
Proceedings of the MEDINFO 2010, 2010

2009
Requirements Engineering for E-science: Experiences in Epidemiology.
IEEE Softw., 2009

Comparing data mining methods with logistic regression in childhood obesity prediction.
Inf. Syst. Frontiers, 2009

Shared Genomics: High Performance Computing for distributed insights in genomic medical research.
Proceedings of the Healthgrid Research, Innovation and Business Case - Proceedings of HealthGrid 2009, Berlin, Germany, 29 June, 2009

Preserving consent-for-consent with feasibility-assessment and recruitment in clinical studies: FARSITE architecture.
Proceedings of the Healthgrid Research, Innovation and Business Case - Proceedings of HealthGrid 2009, Berlin, Germany, 29 June, 2009

e-Labs and Work Objects: Towards Digital Health Economies.
Proceedings of the Communications Infrastructure. Systems and Applications in Europe, 2009

Shared genomics: A platform for emerging interpretation of genetic epidemiology.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

Federating health information systems to enable population level research.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

A unified modeling approach to data-intensive healthcare.
Proceedings of the Fourth Paradigm: Data-Intensive Scientific Discovery, 2009

2008
Experience in e-Science Requirements Engineering.
Proceedings of the 16th IEEE International Requirements Engineering Conference, 2008

Shared Genomics: Accessible High Performance Computing for Genomic Medical Research.
Proceedings of the Fourth International Conference on e-Science, 2008

2006
Design and implementation of security in a data collection system for epidemiology.
Proceedings of the Challenges and Opportunities of HealthGrids, 2006

PsyGrid: Applying e-Science to Epidemiology.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005
A Linkable Identity Privacy Algorithm for HealthGrid.
Proceedings of the From Grid to Healthgrid, 2005

2004
Clinical Quality Needs Complex Adaptive Systems and Machine Learning.
Proceedings of the MEDINFO 2004, 2004

2000
The development of a statistical computer software resource for medical research.
PhD thesis, 2000

Right information, right patient, right time: intelligent content searching supporting point-of-care applications.
Proceedings of the AMIA 2000, 2000

1999
WAX ActiveLibrary: A Tool to Manage Information Overload.
Proceedings of the 32nd Annual Hawaii International Conference on System Sciences (HICSS-32), 1999

1997
Secure Books: Protecting the Distribution of Knowledge.
Proceedings of the Security Protocols, 1997


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