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2011

Refereed papers and book chapters

Tarassenko L, Clifton DA.
Semiconductor Wireless Technology for Chronic Disease Management
Electronic Letters, S30 2011;47(26):S30-2. doi: 10.1049/el.2011.2679.

Clifton DA, Hugueny S
, Tarassenko L.
Novelty Detection with Multivariate Extreme Value Statistics
Journal of Signal Processing Systems, 2011;65:371-389.

Tarassenko L, Clifton DA, Pinsky MR, Hravnak MT, Woods JR, Watkinson P.
Centile-Based Early Warning Scores Derived from Statistical Distributions of Vital Signs.
Resuscitation. 2011 Aug;82(8):1013-8. doi: 10.1016/j.resuscitation.2011.03.006. Epub 2011 Mar 23. PMID: 21482011

Fleming S, Thompson M, Stevens R, Heneghan C, Plüddemann A, Maconochie I, Tarassenko L, Mant D.
Normal ranges of heart rate and respiratory rate in children from birth to 18 years: a systematic review of observational studies.
The Lancet, 377(9770):1011-1018, 19 March 2011-25 March 2011.

Hugueny S, Clifton DA, Tarassenko L.
Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory Biomedical Engineering Systems and Technologies,
Communications in Computer Science 2011;127:199-211. (Invited article, from IEEE Biomedical Engineering Systems and Technologies) .

Chykeyuk K, Clifton DA, Noble, JA.
Support Vector Machines for Wall Motion Classification of 2-D Stress Echocardiography. Summers RM and van Ginnekah B (eds): SPIE Medical Imaging 7963, 2011, pp. 16-22.

Conference Proceedings

Oral presentations

Khalid S, Clifton DA, Clifton LA, Tarassenko L.
Optimising Classifiers for the Detection of Physiological Deterioration in Patient Vital-Sign Data.
IEEE Biomedical Engineering Systems and Technologies, 26th-29th January 2011, Rome, Italy, 2011, pp. 425-8.

Khalid S, Clifton DA, Tarassenko L.
Modelling Patient Vital-Sign Deterioration Trajectories using Bayesian Inference.
IEEE PGBIOMED, Glasgow, UK, August 2011, pp. 1-2.

Chykeyuk K, Clifton DA, Noble JA.
Feature Extraction and Wall Motion Classification of 2D Stress Echocardiography with Relevance Vector Machines.
From Nano to Macro, 2011 IEEE International Symposium on Biomedical Imaging; 2011 March 30 2011-April 2 2011, Chicago, USA, pp 677-80. doi: 10.1109/ISBI.2011.5872497.

Clifton DA, Wong D, Fleming S, Way R, Wilson S, Pullinger R, Tarassenko L.
Identifying Patient Deterioration in the Emergency Department using Data Fusion Systems.
Proc. British Medical Journal International Conference of Quality and Safety in Healthcare,
5th-8th April 2011, Amsterdam, Netherlands.

Clifton DA, Wong D, Fleming S, Wilson S, Way R, Pullinger R, Tarassenko, L.
Novelty Detection for Identifying Deterioration in Emergency Department Patients.
12th Int. Conf. on Intelligent Data Engineering and Automated Learning, Norwich, UK, 2011, in Yin H, Wang W, Rayward-Smith V. (eds): Lecture Notes in Computer Science 6936, Springer-Verlag, Heidelberg, 2011.  P. 220-22.

Larsen ME, Farmer A, Weaver A, Young A, Tarassenko L.
Mobile Health for Drug Dose Optimisation.
Conf Proc IEEE Eng Med Biol Soc. 2011;2011:1540-3. PMID: 22254614

Clifton DA, Clifton LA, Alvi M, Khalid S, Meredith D, Price J, Watkinson P, Tarassenko L.
Towards Assisted Living via Probabilistic Vital-Sign Monitoring in the Home.
Proc. IET Assisted Living, London, UK, April 6 2011.

Gibson OJ, Balami J, Pope G, Gbinigie I, Kent L, Mathieson P, Tarassenko L, Reckless IP.
Further development and use of Stroke Nav, a web-based interface to facilitate the delivery of effective multi-disciplinary stroke care.
20th European Stroke Conference. Hamburg, Germany, May 24-27, 2011. Cerebrovascular Diseases 31(Suppl. 2): P. 245.

Gibson OJ, Balami J, Pope G, Reetham B, Jones K, Tarassenko L, Reckless IP.
Moving towards an electronic patient record for specialist therapy intervention following stroke.
20th European Stroke Conference. Hamburg, Germany, May 24-27, 2011. Cerebrovascular Diseases 31(Suppl. 2): 239.

Larsen ME, Brooks C, Grainger L, Shearwood V, Weaver A, Tarassenko L.
Capecitabine dose optimisation using a mobile health monitoring system.
Leeds Oncological Engineering Conference. 2011.

Clifton LA, Clifton DA, Watkinson PJ, Tarassenko L
Identification of Patient Deterioration in Vital-Sign Data using One-Class Support Vector Machines.
IEEE Artificial Intelligence in Medical Applications. 2011; Poland. P 125-31.

Clifton DA, Hugueny S, Tarassenko L.
Pinning the Tail on the Distribution: A Multivariate Extension to the Generalised Pareto Distribution.
IEEE Machine Learning and Signal Processing. 2011; Beijing, China. P 1-6.

Poster presentations

Mayaud L.
A la recherche de marqueurs de gravité au cours du premier événement hypotensif d'une population de patients septiques. 
French Speaking Society of Critical Care Medicine on January 21st.

Wong D, Clifton DA, Fleming S, Way R, Wilson S, Pullinger R, Tarassenko L.
Identifying Patient Deterioration in the Emergency Department using Data Fusion Systems.
British Medical Journal Internation Conference of Quality and Safety in Healthcare, Amsterdam, Netherlands, 2011.

Chykeyuk K, Clifton DA, Noble JA.
Feature Extraction and Wall Motion Classification of 2D Stress Echocardiography with Relevance Vector Machines.
IEEE International Symposium on Biomedical Imaging, Chicago, USA, 2011.

Khalid S, Clifton DA, Clifton LA, Tarassenko L.
Optimising Classifiers for the Detection of Physiological Deterioration in Patient Vital-Sign Data.
Biomedical Engineering Systems and Technologies, Rome, Italy, 2011.