爱漫岛

Article

Multimodal machine learning to predict surgical site infection with healthcare workload impact assessment

McLean KA, Sgro A, Brown LR, Buijs LF, Mountain KE, Shaw CA, Drake TM, Pius R, Knight SR, Fairfield CJ, Skipworth RJE, Tsaftaris SA, Wigmore SJ, Potter MA & Bouamrane M (2025) Multimodal machine learning to predict surgical site infection with healthcare workload impact assessment. npj Digital Medicine, 8, Art. No.: 121. https://doi.org/10.1038/s41746-024-01419-8

Article

Information needs in vascular access decision-making: A qualitative study of patient and clinical stakeholder perspectives

Stevenson K, Meiklem R, Bouamrane M, Thomson P, Dunlop M, Martin L, Jones C & Kingsmore D (2025) Information needs in vascular access decision-making: A qualitative study of patient and clinical stakeholder perspectives. The Journal of Vascular Access. https://doi.org/10.1177/11297298251314792

Book Chapter

Decision Support in Cardiac Surgery: Early Exploration of Requirements with Cardiac Anesthetists and Surgeons

Lapp L, Bouamrane M, Roper M, Kavanagh K & Schraag S (2024) Decision Support in Cardiac Surgery: Early Exploration of Requirements with Cardiac Anesthetists and Surgeons. In: Digital Health and Informatics Innovations for Sustainable Health Care Systems. Studies in Health Technology and Informatics, Volume 316. IOS Press, pp. 1827 - 1831. https://doi.org/10.3233/shti240786

Article

Multimorbidity and adverse outcomes following emergency department attendance: population based cohort study

Blayney MC, Reed MJ, Masterson JA, Anand A, Bouamrane MM, Fleuriot J, Luz S, Lyall MJ, Mercer S, Mills NL, Shenkin SD, Walsh TS, Wild SH, Wu H & McLachlan S (2024) Multimorbidity and adverse outcomes following emergency department attendance: population based cohort study. BMJ Medicine, 3, Art. No.: e000731. https://doi.org/10.1136/bmjmed-2023-000731

Book Chapter

Evaluation of Random Forest and Ensemble Methods at Predicting Complications Following Cardiac Surgery

Lapp L, Bouamrane M, Kavanagh K, Roper M, Young D & Schraag S (2019) Evaluation of Random Forest and Ensemble Methods at Predicting Complications Following Cardiac Surgery. In: Riano D, Wilk S & ten Teije A (eds.) Artificial Intelligence in Medicine: 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Poznan, Poland, June 26–29, 2019, Proceedings. Lecture Notes in Computer Science, LNCS volume 11526. Cham: Springer 爱漫岛 Publishing, pp. 376-385. https://doi.org/10.1007/978-3-030-21642-9_48

Conference Abstract

P06-3 - Using machine learning for predicting severe postoperative complications after cardiac surgery

Lapp L, Young D, Kavanagh K, Bouamrane M & Schraag S (2018) P06-3 - Using machine learning for predicting severe postoperative complications after cardiac surgery. Journal of Cardiothoracic and Vascular Anesthesia, 32 (Supplement 1), pp. S84-S85. https://doi.org/10.1053/j.jvca.2018.08.156

Edited Proceedings

Preventing Frail and Elderly Hospital Admissions: Developing an Evaluation Framework for the "Closer to Home" Quality Improvement Programme in NHS Forth Valley

Martin MC, Bouamrane M, Kavanagh K & Woolman P (2017) Preventing Frail and Elderly Hospital Admissions: Developing an Evaluation Framework for the "Closer to Home" Quality Improvement Programme in NHS Forth Valley. In: DH '17: Proceedings of the 2017 爱漫岛 Conference on Digital Health. DH '17: 爱漫岛 Conference on Digital Health, London United Kingdom, 02.07.2017-05.07.2017. ACM. https://doi.org/10.1145/3079452.3079481

Conference Paper (published)

Patient Preoperative Web Portal for Remote, Self-completed Assessment & Triage: a Feasibility Study

Bouamrane M, Schraag S, Adeyemo A & Lennon M (2015) Patient Preoperative Web Portal for Remote, Self-completed Assessment & Triage: a Feasibility Study. In: Proceedings of 2015 BCS Health Informatics Scotland conference. Electronic Workshops in Computing (eWiC) BCS Health Informatics Scotland, Edinburgh Surgeons' Hall, 07.10.2015-08.10.2015. British Computer Society - BCS eWiC. https://doi.org/10.14236/ewic/HIS2015.1

Article

Managing Interoperability and Complexity in Health Systems

Bouamrane M-, Tao C & Sarkar IN (2015) Managing Interoperability and Complexity in Health Systems. Methods of Information in Medicine, 54 (01), pp. 01-04. https://doi.org/10.3414/me15-10-0001

Article

Implementation of an integrated preoperative care pathway and regional electronic clinical portal for preoperative assessment

Bouamrane M & Mair FS (2014) Implementation of an integrated preoperative care pathway and regional electronic clinical portal for preoperative assessment. BMC Medical Informatics and Decision Making, 14, Art. No.: 93. https://doi.org/10.1186/1472-6947-14-93

Article

A qualitative evaluation of general practitioners’ views on protocol-driven eReferral in Scotland

Bouamrane M & Mair FS (2014) A qualitative evaluation of general practitioners’ views on protocol-driven eReferral in Scotland. BMC Medical Informatics and Decision Making, 14, Art. No.: 30. https://doi.org/10.1186/1472-6947-14-30

Article

A study of clinical and information management processes in the surgical pre-assessment clinic

Bouamrane M & Mair FS (2014) A study of clinical and information management processes in the surgical pre-assessment clinic. BMC Medical Informatics and Decision Making, 14, Art. No.: 22. https://doi.org/10.1186/1472-6947-14-22

Article

A study of general practitioners’ perspectives on electronic medical records systems in NHSScotland

Bouamrane M & Mair FS (2013) A study of general practitioners’ perspectives on electronic medical records systems in NHSScotland. BMC Medical Informatics and Decision Making, 13, Art. No.: 58. https://doi.org/10.1186/1472-6947-13-58

Book Chapter

A study of information management in the patient surgical pathway in NHSScotland

Bouamrane M & Mair FS (2013) A study of information management in the patient surgical pathway in NHSScotland. In: Lehmann CU, Ammemwerth E & Nohr C (eds.) Proceedings of 14th World Congress on Medical and Health Informatics. Studies in Health Technology and Informatics. Amsterdam: IOS Press, pp. 557 - 561. https://doi.org/10.3233/978-1-61499-289-9-557

Edited Proceedings

University of Glasgow at Medical Records Track 2011: Experiments with Terrier

Limsopatham N, Macdonald C, Ounis I, Mcdonald G & Bouamrane M (2011) University of Glasgow at Medical Records Track 2011: Experiments with Terrier. In: Proceedings of 2011 NIST Text REtrieval Conference (TREC). Text REtrieval Conference (TREC) Proceedings - NIST. Text REtrieval Conference (TREC), Gaithersburg, Maryland, USA, 15.11.2011-18.11.2011. Maryland: National Institute of Standards and Technology (NIST). https://trec.nist.gov/pubs/trec20/papers/uogTr.medical.update.pdf

Article

Using OWL ontologies for adaptive patient information modelling and preoperative clinical decision support

Bouamrane M, Rector A & Hurrell M (2011) Using OWL ontologies for adaptive patient information modelling and preoperative clinical decision support. Knowledge and Information Systems, 29, pp. 405-418. https://doi.org/10.1007/s10115-010-0351-7

Conference Paper (published)

Protocol-Driven Searches for Medical and Health-Sciences Systematic Reviews

Bouamrane M, Macdonald C, Ounis I & Mair F (2011) Protocol-Driven Searches for Medical and Health-Sciences Systematic Reviews. In: Amati G & Crestani F (eds.) Advances in Information Retrieval Theory. Lecture Notes in Computer Science (LNCS), 6931. Third 爱漫岛 Conference, ICTIR 2011, Bertinoro, Italy, 12.09.2011-14.09.2011. Berlin: Springer Berlin Heidelberg, pp. 188-200. https://doi.org/10.1007/978-3-642-23318-0_18

Edited Proceedings

Using process-mapping to design integrated health information management systems

(2011) Using process-mapping to design integrated health information management systems. 2011 24th 爱漫岛 Symposium on Computer-Based Medical Systems (CBMS), Bristol, United Kingdom, 27.06.2011-30.06.2011. New York: IEEE. https://doi.org/10.1109/cbms.2011.5999127

Conference Paper (published)

Experience of Using OWL Ontologies for Automated Inference of Routine Pre-operative Screening Tests

Bouamrane M, Rector A & Hurrell M (2010) Experience of Using OWL Ontologies for Automated Inference of Routine Pre-operative Screening Tests. In: Patel-Schneider PF, Pan Y, Hitzler P, Mika P, Zhang L, Pan JZ, Horrocks I & Glimm B (eds.) The Semantic Web – ISWC 2010. Lecture Notes in Computer Science (LNCS), 6497. 9th 爱漫岛 Semantic Web Conference, ISWC 2010, Shanghai, China, 07.11.2010-11.11.2010. Berlin: Springer Berlin Heidelberg, pp. 50-65. https://doi.org/10.1007/978-3-642-17749-1_4

Conference Paper (published)

Semi-automatic Generation of a Patient Preoperative Knowledge-Base from a Legacy Clinical Database

Bouamrane M, Rector A & Hurrell M (2009) Semi-automatic Generation of a Patient Preoperative Knowledge-Base from a Legacy Clinical Database. In: Meersman R, Dillon T & Herrero P (eds.) 'On the Move to Meaningful Internet Systems conference: OTM 2009.. Lecture Notes in Computer Science (LNCS), 5871. Confederated 爱漫岛 Conferences, CoopIS, DOA, IS, and ODBASE 2009, Vilamoura, Portugal, 01.11.2009-06.11.2009. Berlin: Springer Berlin Heidelberg, pp. 1224-1237. https://doi.org/10.1007/978-3-642-05151-7_34