Iain E. Buchan

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 19

Top Topics

Systematic Review

Decision Support

Prediction Model

Causal Inference

Top Venues

BMC Medical Informatics Decis. Mak.

Int. J. Medical Informatics

Publications

Micheal Abaho, Danushka Bollegala, Gary Leeming, Dan Joyce, Iain E. Buchan
Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER. CoRR (2024)
Micheal Abaho, Danushka Bollegala, Gary Leeming, Dan Joyce, Iain E. Buchan
Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER. NAACL-HLT (2024)
Yamiko Joseph Msosa, Arturas Grauslys, Yifan Zhou, Tao Wang, Iain E. Buchan, Paul Langan, Steven Foster, Michael Walker, Michael Pearson, Amos Folarin, Angus Roberts, Simon Maskell, Richard J. B. Dobson, Cecil Kullu, Dennis Kehoe
Trustworthy Data and AI Environments for Clinical Prediction: Application to Crisis-Risk in People With Depression. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Antonia Tsvetanova, Matthew Sperrin, David A. Jenkins, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin
Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study. MedInfo (2023)
Jung Yin Tsang, Niels Peek, Iain E. Buchan, Sabine N. van der Veer, Benjamin Brown
Systematic review and narrative synthesis of computerized audit and feedback systems in healthcare. J. Am. Medical Informatics Assoc. 29 (6) (2022)
Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Yland, Glen P. Martin
Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study. AMIA (2022)
Antonia Tsvetanova, Glen P. Martin, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland
Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. AMIA (2021)
Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin
Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. ICHI (2021)
Mattia C. F. Prosperi, Yi Guo, Matthew Sperrin, James S. Koopman, Jae S. Min, Xing He, Shannan N. Rich, Mo Wang, Iain E. Buchan, Jiang Bian
Causal inference and counterfactual prediction in machine learning for actionable healthcare. Nat. Mach. Intell. 2 (7) (2020)
Benjamin Brown, Panos Balatsoukas, Richard Williams, Matthew Sperrin, Iain E. Buchan
Multi-method laboratory user evaluation of an actionable clinical performance information system: Implications for usability and patient safety. J. Biomed. Informatics 77 (2018)
Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Sabine N. van der Veer, Lamiece Hassan, Richard Williams, Grahame Wood, Smeeta Sinha, Iain E. Buchan, Niels Peek
Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour. BMC Medical Informatics Decis. Mak. 18 (1) (2018)
Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Iain E. Buchan, Niels Peek, Sabine N. van der Veer
The influence of patient portals on users' decision making is insufficiently investigated: A systematic methodological review. Int. J. Medical Informatics 111 (2018)
Richard Williams, Evangelos Kontopantelis, Iain E. Buchan, Niels Peek
Clinical code set engineering for reusing EHR data for research: A review. AMIA (2017)
Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Iain E. Buchan, Niels Peek, Sabine N. van der Veer
Patient Portal Adoption Rates: A Systematic Literature Review and Meta-Analysis. MedInfo (2017)
Richard Williams, Evangelos Kontopantelis, Iain E. Buchan, Niels Peek
Clinical code set engineering for reusing EHR data for research: A review. J. Biomed. Informatics 70 (2017)
Benjamin Brown, Sudeh Cheraghi-Sohi, Thomas Jaki, Ting-Li Su, Iain E. Buchan, Matthew Sperrin
Understanding clinical prediction models as 'innovations': a mixed methods study in UK family practice. BMC Medical Informatics Decis. Mak. 16 (2016)
Richard Williams, Benjamin Brown, Niels Peek, Iain E. Buchan
Making Medication Data Meaningful: Illustrated with Hypertension. MIE (2016)
Benjamin Brown, Panos Balatsoukas, Richard Williams, Matthew Sperrin, Iain E. Buchan
Interface design recommendations for computerised clinical audit and feedback: Hybrid usability evidence from a research-led system. Int. J. Medical Informatics 94 (2016)
Franco Milicchio, Iain E. Buchan, Mattia C. F. Prosperi
A* fast and scalable high-throughput sequencing data error correction via oligomers. CIBCB (2016)
Benjamin Brown, Niels Peek, Iain E. Buchan
The Case for Conceptual and Computable Cross-Fertilization Between Audit and Feedback and Clinical Decision Support. MedInfo (2015)
Artur Akbarov, Richard Williams, Benjamin Brown, Mamas Mamas, Niels Peek, Iain E. Buchan, Matthew Sperrin
A Two-stage Dynamic Model to Enable Updating of Clinical Risk Prediction from Longitudinal Health Record Data: Illustrated with Kidney Function. MedInfo (2015)
Paolo Fraccaro, Benjamin Brown, Mattia C. F. Prosperi, Matthew Sperrin, Iain E. Buchan, Niels Peek
Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results. MedInfo (2015)
Anita Burgun, Dina V. Oksen, Wolfgang Kuchinke, Hans-Ulrich Prokosch, Thomas Ganslandt, Iain E. Buchan, Tjeerd Pieter van Staa, James A. Cunningham, Marianne L. Gjerstorff, Jean-Charles Dufour, Jean-François Gibrat, Macha Nikolski, Pierre Verger, Anne Cambon-Thomsen, Cristina Masella, Emanuele Lettieri, Paolo Bertele, Marjut Salokannel, Rodolphe Thiébaut, Charles Persoz, Geneviève Chêne, Christian Ohmann
Proposal for a European Public Health Research Infrastructure for Sharing of health and Medical administrative data (PHRIMA). MedInfo (2015)
Richard Williams, Benjamin Brown, Niels Peek, Iain E. Buchan
Making Hypertensive Medication Data Meaningful. AMIA (2015)
Christopher Munro, Aida Semic-Jusufagic, Katarzyna Pyrz, Philip A. Couch, Audrey Dunn-Galvin, Niels Peek, Marina Themis, Clare Mills, Iain E. Buchan, Jonathan Hourihane, Angela Simpson
An eHealth Approach to Reporting Allergic Reactions to Food and Closing the Knowledge Gap. MedInfo (2015)
Panos Balatsoukas, Richard Williams, Colin Davies, John D. Ainsworth, Iain E. Buchan
User Interface Requirements for Web-Based Integrated Care Pathways: Evidence from the Evaluation of an Online Care Pathway Investigation Tool. J. Medical Syst. 39 (11) (2015)
Pauline Whelan, Matthew Machin, Shôn Lewis, Iain E. Buchan, Caroline Sanders, Eve Applegate, Charlotte Stockton, Sally Preston, Robert Andrew Bowen, Zhimin Ze, Chris Roberts, Linda Davies, Til Wykes, Nicholas Tarrier, Shitij Kapur, John D. Ainsworth
Mobile early detection and connected intervention to coproduce better care in severe mental illness. MedInfo (2015)
Mattia C. F. Prosperi, Sarah L. Ingham, Anthony Howell, Fiona Lalloo, Iain E. Buchan, Dafydd Gareth Evans
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. 14 (2014)
Alistair G. Sutcliffe, Oscar de Bruijn, Sarah Thew, Iain E. Buchan, Paul Jarvis, John McNaught, Rob Procter
Developing visualization-based decision support tools for epidemiology. Inf. Vis. 13 (1) (2014)
George Karystianis, Iain E. Buchan, Goran Nenadic
Mining characteristics of epidemiological studies from Medline: a case study in obesity. J. Biomed. Semant. 5 (2014)
Richard Williams, Iain E. Buchan, Mattia C. F. Prosperi, John D. Ainsworth
Using String Metrics to Identify Patient Journeys through Care Pathways. AMIA (2014)
Benjamin Brown, Richard Williams, Matthew Sperrin, Timothy Frank, John D. Ainsworth, Iain E. Buchan
Making Audit Actionable: An Example Algorithm for Blood Pressure Management in Chronic Kidney Disease. AMIA (2014)
Riccardo Bellazzi, Iain E. Buchan, Steven E. Labkoff, Antoine Geissbühler, Charles Safran
The IMIA initiatives on Trustworthy Reuse of Health Data: A Report. MedInfo (2013)
Sean Bechhofer, Iain E. Buchan, David De Roure, Paolo Missier, John D. Ainsworth, Jiten Bhagat, Philip A. Couch, Don Cruickshank, Mark Delderfield, Ian Dunlop, Matthew Gamble, Danius T. Michaelides, Stuart Owen, David R. Newman, Shoaib Sufi, Carole A. Goble
Why linked data is not enough for scientists. Future Gener. Comput. Syst. 29 (2) (2013)
Antoine Geissbühler, Charles Safran, Iain E. Buchan, Riccardo Bellazzi, Steven E. Labkoff, K. Eilenberg, A. Leese, C. Richardson, J. Mantas, Peter Murray, Georges De Moor
Trustworthy reuse of health data: A transnational perspective. Int. J. Medical Informatics 82 (1) (2013)
Philip A. Couch, Martin O'Flaherty, Matthew Sperrin, Benjamin Green, Panagiotis Balatsoukas, Stephen Lloyd, James McGrath, Claudia Soiland-Reyes, John D. Ainsworth, Simon Capewell, Iain E. Buchan
e-Labs and the Stock of Health Method for Simulating Health Policies. MedInfo (2013)
Benjamin Brown, Richard Williams, John D. Ainsworth, Iain E. Buchan
Missed Opportunities Mapping: Computable Healthcare Quality Improvement. MedInfo (2013)
Panagiotis Balatsoukas, John D. Ainsworth, Richard Williams, Emma Carruthers, Colin Davies, James McGrath, Artur Akbarov, Claudia Soiland-Reyes, Saurin Badiyani, Iain E. Buchan
Verbal Protocols for Assessing the Usability of Clinical Decision Support: The Retrospective Sense Making Protocol. MedInfo (2013)
Leila Kalankesh, James Weatherall, Thamer Ba-Dhfari, Iain E. Buchan, Andy Brass
Taming EHR data: Using Semantic Similarity to reduce Dimensionality. MedInfo (2013)
Panos Balatsoukas, Richard Williams, Emma Carruthers, John D. Ainsworth, Iain E. Buchan
The Use of Metadata Objects in the Analysis and Representation of Clinical Knowledge. MTSR (2012)
John D. Ainsworth, James A. Cunningham, Iain E. Buchan
eLab: Bringing Together People, Data and Methods to Enhance Knowledge Discovery in Healthcare Settings. HealthGrid (2012)
Jamie C. Sergeant, Jane Warwick, D. Gareth Evans, Anthony Howell, Michael Berks, Paula Stavrinos, Sarah Sahin, Mary Wilson, Alan Hufton, Iain E. Buchan, Susan M. Astley
Volumetric and Area-Based Breast Density Measurement in the Predicting Risk of Cancer at Screening (PROCAS) Study. Digital Mammography / IWDM (2012)
Charles Safran, Antoine Geissbühler, Riccardo Bellazzi, Iain E. Buchan, Steven E. Labkoff
Report From European Summit On Trustworthy Reuse Of Health Data. AMIA (2012)
Philip A. Couch, John D. Ainsworth, Iain E. Buchan
Sharable simulations of public health for evidence based policy making. CBMS (2011)
Thomas H. Payne, Don E. Detmer, Jeremy C. Wyatt, Iain E. Buchan
National-scale clinical information exchange in the United Kingdom: lessons for the United States. J. Am. Medical Informatics Assoc. 18 (1) (2011)
Sean Bechhofer, John D. Ainsworth, Jiten Bhagat, Iain E. Buchan, Philip A. Couch, Don Cruickshank, David De Roure, Mark Delderfield, Ian Dunlop, Matthew Gamble, Carole A. Goble, Danius T. Michaelides, Paolo Missier, Stuart Owen, David R. Newman, Shoaib Sufi
Why Linked Data is Not Enough for Scientists. eScience (2010)
Iain E. Buchan, John D. Ainsworth, Emma Carruthers, Philip A. Couch, Martin O'Flaherty, Duncan Smith, Richard Williams, Simon Capewell
IMPACT: A generalisable system for simulating public health interventions. MedInfo (2010)
Sarah Thew, Paul Jarvis, John D. Ainsworth, Iain E. Buchan
Obesity Atlas and Methodbox: Towards an Open Framework for Sharing Public Health Intelligence Workflows. MedInfo (2010)
Shaoyan Zhang, Christos Tjortjis, Xiao-Jun Zeng, Hong Qiao, Iain E. Buchan, John A. Keane
Comparing data mining methods with logistic regression in childhood obesity prediction. Inf. Syst. Frontiers 11 (4) (2009)
David C. Hoyle, Mark Delderfield, Lee Kitching, Gareth Smith, Iain E. Buchan
Shared Genomics: High Performance Computing for distributed insights in genomic medical research. HealthGrid (2009)
John D. Ainsworth, Peter Crowther, Iain E. Buchan
Federating health information systems to enable population level research. CBMS (2009)
John D. Ainsworth, Iain E. Buchan
e-Labs and Work Objects: Towards Digital Health Economies. EuropeComm (2009)
David C. Hoyle, Mark Delderfield, Lee Kitching, Gareth Smith, Peter Crowther, Iain E. Buchan
Shared genomics: A platform for emerging interpretation of genetic epidemiology. CBMS (2009)
Sarah Thew, Alistair G. Sutcliffe, Rob Procter, Oscar de Bruijn, John McNaught, Colin C. Venters, Iain E. Buchan
Requirements Engineering for E-science: Experiences in Epidemiology. IEEE Softw. 26 (1) (2009)
John D. Ainsworth, Iain E. Buchan
Preserving consent-for-consent with feasibility-assessment and recruitment in clinical studies: FARSITE architecture. HealthGrid (2009)
Mark Delderfield, Lee Kitching, Gareth Smith, David C. Hoyle, Iain E. Buchan
Shared Genomics: Accessible High Performance Computing for Genomic Medical Research. eScience (2008)
Sarah Thew, Alistair G. Sutcliffe, Oscar de Bruijn, John McNaught, Rob Procter, Colin C. Venters, Iain E. Buchan
Experience in e-Science Requirements Engineering. RE (2008)
John D. Ainsworth, Robert Harper, Ismael Juma, Iain E. Buchan
PsyGrid: Applying e-Science to Epidemiology. CBMS (2006)
John D. Ainsworth, Robert Harper, Ismael Juma, Iain E. Buchan
Design and implementation of security in a data collection system for epidemiology. HealthGrid (2006)
Ning Zhang, Alan L. Rector, Iain E. Buchan, Qi Shi, Dipak Kalra, Jeremy Rogers, Carole A. Goble, Steve Walker, David Ingram, Peter D. Singleton
A Linkable Identity Privacy Algorithm for HealthGrid. HealthGrid (2005)
Stephen Marsland, Iain E. Buchan
Clinical Quality Needs Complex Adaptive Systems and Machine Learning. MedInfo (2004)
Andrew S. Kanter, Frank Naeymi-Rad, Iain E. Buchan
Right information, right patient, right time: intelligent content searching supporting point-of-care applications. AMIA (2000)
Rudolf Hanka, Claire O'Brien, Heather Heathfield, Iain E. Buchan
WAX ActiveLibrary: A Tool to Manage Information Overload. HICSS (1999)
Ross J. Anderson, Václav Matyás Jr., Fabien A. P. Petitcolas, Iain E. Buchan, Rudolf Hanka
Secure Books: Protecting the Distribution of Knowledge. Security Protocols Workshop (1997)