Centre for Healthcare Modelling & Informatics

2019

Reflecting and looking to the future: what is the research agenda for theory in health informatics?

Scott, P., de Keizer, N. & Georgiou, A., 1 Jun 2019, Applied Interdisciplinary Theory in Health Informatics. Scott, P., de Keizer, N. & Georgiou, A. (eds.). IOS Press, p. 205-218 (Studies in Health Technology and Informatics; vol. 263).

Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

Open Access

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403 Downloads (Pure)

Robot-enhanced therapy: development and validation of a supervised autonomous robotic system for autism spectrum disorders therapy

Cao, H. L., Esteban, P., Bartlett, M., Baxter, P. E., Belpaeme, T., Billing, E., CAI, H., Coeckelbergh, M., Costescu, C., David, D., De Beir, A., Hernandez Garcia, D., Kennedy, J., LIU, H., Matu, S., Mazel, A., Pandey, A. K., Richardson, K., Senft, E. & Thill, S. & 7 others, Van de Perre, G., Vanderborght, B., Vernon, D., Wakanuma, K., Yu, H., Zhou, X. & Ziemke, T., 9 Apr 2019, In: IEEE Robotics and Automation Magazine. 29, 2, p. 49-58 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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894 Downloads (Pure)

Shared-private information bottleneck method for cross-modal clustering

Yan, X., Ye, Y., Mao, Y. & Yu, H., 12 Mar 2019, In: IEEE Access. 7, p. 36045-36056 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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296 Downloads (Pure)

Sharing driving between a vehicle driver and a sensor system using trust-factors to set control gains

Sanders, D., Gegov, A., Tewkesbury, G. & Khusainov, R., Jan 2019, Intelligent Systems and Applications: Proceedings of the 2018 Intelligent Systems Conference (IntelliSys) Volume 1. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 1182-1195 (Advances in Intelligent Systems and Computing; vol. 868).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

221 Downloads (Pure)

Speaker recognition using PCA-based feature transformation

Ahmed, A. I., Chiverton, J. P., Ndzi, D. L. & Becerra, V. M., Jul 2019, In: Speech Communication. 110, p. 33-46 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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325 Downloads (Pure)

Surface crack detection using Hierarchal Convolutional Neural Network

Agyemang, D. B. & Bader-El-Den, M., Sept 2019, Advances in Computational Intelligence Systems: Contributions Presented at the 19th UK Workshop on Computational Intelligence, September 4-6, 2019, Portsmouth, UK. Ju, Z., Yang, L., Yang, C., Gegov, A. & Zhou, D. (eds.). Springer, p. 173-186 (Advances in Intelligent Systems and Computing; vol. 1043).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

332 Downloads (Pure)

The effect of fractional inspired oxygen concentration on early warning score performance: a database analysis

Malycha, J., Farajidavar, N., Pimentel, M. A. F., Redfern, O., Clifton, D. A., Tarassenko, L., Meredith, P., Prytherch, D., Ludbrook, G., Young, J. D. & Watkinson, P. J., Jun 2019, In: Resuscitation. 139, p. 192-199 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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214 Downloads (Pure)

The extended marine underwater environment database and baseline evaluations

Jian, M., Qi, Q., Yu, H., Dong, J., Cui, C., Nie, X., Zhang, H., Yin, Y. & Lam, K.-M., 1 Jul 2019, In: Applied Soft Computing Journal. 80, p. 425-437 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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490 Downloads (Pure)

The use of interactive tables in promoting wellbeing in specific user groups

Good, A., Omisade, B., Ancient, C. & Andrikopoulou, E., Jul 2019, Human Aspects of IT for the Aged Population. Social Media, Games and Assistive Environments: 5th International Conference, ITAP 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26-31, 2019, Proceedings, Part II. Zhou, J. & Salvendy, G. (eds.). Springer, p. 506-519 (Lecture Notes in Computer Science; vol. 11593).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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1016 Downloads (Pure)

Towards context-aware syntax parsing and tagging

Mohasseb, A., Bader-El-Den, M. & Cocea, M., 24 Jan 2019, 2018 Imperial College Computing Student Workshop (ICCSW 2018). Pirovano, E. & Graversen, E. (eds.). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Vol. 66. p. 5:1-5:9 (OpenAccess Series in Informatics (OASIcs)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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466 Downloads (Pure)

Using the National Early Warning Score (NEWS/NEWS 2) in different Intensive Care Units (ICUs) to predict the discharge location of patients

Zaidi, H., Bader-El-Den, M. & McNicholas, J., 5 Sept 2019, In: BMC Public Health. 19, 9 p., 1231.

Research output: Contribution to journal › Article › peer-review

Open Access

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127 Downloads (Pure)

What are the important design features of personal health records to improve medication adherence for patients with long-term conditions? A systematic literature review

Andrikopoulou, E., Scott, P., Herrera, H. & Good, A., 26 Sept 2019, In: BMJ Open. 9, 9, 9 p., e028628.

Research output: Contribution to journal › Literature review › peer-review

Open Access

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182 Downloads (Pure)

2018

A comparison of the ability of the National Early Warning Score and the National Early Warning Score 2 to identify patients at risk of in-hospital mortality: a multi-centre database study

Pimentel, M. A. F., Redfern, O. C., Gerry, S., Collins, G. S., Malycha, J., Prytherch, D., Schmidt, P. E., Smith, G. B. & Watkinson, P. J., 1 Oct 2018, (Early online) In: Resuscitation.

Research output: Contribution to journal › Article › peer-review

Open Access

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315 Downloads (Pure)

A comparison of the quick Sequential (Sepsis-Related) Organ Failure Assessment Score and the National Early Warning Score in non-ICU patients with/without infection

Redfern, O. C., Smith, G. B., Prytherch, D. R., Meredith, P., Inada-Kim, M. & Schmidt, P. E., 20 Aug 2018, (Early online) In: Critical Care Medicine.

Research output: Contribution to journal › Article › peer-review

Open Access

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290 Downloads (Pure)

A data mining framework for analyzing students’ feedback of assessment

Mutlaq Ibrahim, Z., Bader-El-Den, M. & Cocea, M., 27 Dec 2018, Proceedings of the 13th EC-TEL Doctoral Consortium co-located with 13th European Conference on Technology Enhanced Learning (EC-TEL 2018). Glahn, C. & Dirckinck-Holmfeld, L. (eds.). CEUR Workshop Proceedings, 7 p. 13. (CEUR Workshop Proceedings; vol. 2294).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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173 Downloads (Pure)

A hybrid spatio-temporal model for detection and severity rating of Parkinson’s Disease from gait data

Zhao, A., Qi, L., Li, J., Dong, J. & Yu, H., 13 Nov 2018, In: Neurocomputing. 315, p. 1-8 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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884 Downloads (Pure)

Analysis of the syntactical structure of web queries

Mohasseb, A., Bader-El-Den, M. & Cocea, M., 12 Nov 2018, 2018 International Conference on Machine Learning and Cybernetics (ICMLC). Institute of Electrical and Electronics Engineers Inc., 6 p. 18232925. (IEEE ICMLC Proceedings Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

239 Downloads (Pure)

Appearance and motion information based human activity recognition

Al-Faris, M. M. N., Chiverton, J., Yang, L. & Ndzi, D., 21 May 2018, IET 3rd International Conference on Intelligent Signal Processing (ISP 2017). London, UK: IET Conference Publications, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

167 Downloads (Pure)

Association between Intervention Delivery Approach for Postnatal Depression and its Subsequent Adherence

Omisade, O. I., Good, A. & Fitch, T., 12 Jan 2018, In: International Journal of Women's Health and Wellness. 4, 1, 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

225 Downloads (Pure)

Automatic diameter and orientation distribution determination of fibrous materials in micro x-ray CT imaging data

Chiverton, J., Kao, A., Roldo, M. & Tozzi, G., 26 Nov 2018, In: Journal of Microscopy. 272, 3, p. 180-195 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

259 Downloads (Pure)

Channel variability synthesis in i-vector speaker recognition

Ahmed, A. I., Chiverton, J., Ndzi, D. & Becerra, V., 21 May 2018, IET 3rd International Conference on Intelligent Signal Processing (ISP 2017). London, UK: IET Conference Publications, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

184 Downloads (Pure)

Classification of factoid questions intent using grammatical features

Mohasseb, A., Bader-El-Den, M. & Cocea, M., Dec 2018, In: ICT Express. 4, 4, p. 239-242

Research output: Contribution to journal › Article › peer-review

Open Access

File

259 Downloads (Pure)

Comparative analysis of the outcomes of differing time series forecasting strategies

Masum, S., Liu, Y. & Chiverton, J., 25 Jun 2018, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD). Liu, Y., Zhao, L., Cai, G., Xiao, G., Li, K. & Wang, L. (eds.). Guilin: Institute of Electrical and Electronics Engineers Inc., p. 1964-1968 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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352 Downloads (Pure)

Computerised medical record systems that guide and protect – reflections on the Bawa-Garba case

de Lusignan, S., Liyanage, H. & Scott, P., 1 Apr 2018, In: Journal of Innovation in Health Informatics. 25, 1, p. 57-59

Research output: Contribution to journal › Article › peer-review

Open Access

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121 Downloads (Pure)

Detecting question intention using a K-Nearest neighbor based approach

Mohasseb, A., Bader-El-Den, M. & Cocea, M., May 2018, Artificial Intelligence Applications and Innovations: AIAI 2018 IFIP WG 12.5 International Workshops, SEDSEAL, 5G-PINE, MHDW, and HEALTHIOT, Rhodes, Greece, May 25-27, 2018, Proceedings. Iliadis, L., Maglogiannis, I. & Plagianakos, V. (eds.). Springer, p. 101-111 11 p. (IFIP Advances in Information and Communication Technology; vol. 520).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

466 Downloads (Pure)

Differential effect of neutral and fear-stimulus virtual reality exposure on physiological indicators of anxiety in acrophobia

Powell, V., Powell, W. & Maron, P., 31 Mar 2018, In: Journal of Alternative Medicine Research. 10, 1

Research output: Contribution to journal › Article › peer-review

Open Access

Dual channel LSTM based multi-feature extraction in gait for diagnosis of Neurodegenerative diseases

Zhao, A., Qi, L., Dong, J. & Yu, H., 1 Apr 2018, In: Knowledge-Based Systems. 145, p. 91-97 7 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

728 Downloads (Pure)

Dynamic 3D surface reconstruction using a hand-held camera

Fan, H., Qi, L., Dong, J., Li, G. & Yu, H., 31 Dec 2018, IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society. Institute of Electrical and Electronics Engineers Inc., p. 3244-3249 6 p. 18381943. (IEEE IECON Proceedings Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

362 Downloads (Pure)

Efficient and low complexity optimized feature spectrum sensing with receiver offsets

Anyim, I. G., Chiverton, J., Filip, M. & Tawfik, A., 11 Jun 2018, 2018 IEEE Wireless Communications and Networking Conference. Institute of Electrical and Electronics Engineers Inc., p. 2441-2446 6 p. (IEEE WCNC Proceedings Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

295 Downloads (Pure)

Everyday virtual reality

Garner, T. A., Powell, W. & Powell, V., 5 Jul 2018, Encyclopedia of Computer Graphics and Games. Lee, N. (ed.). Springer

Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia/dictionary

Open Access

Genesis of a UK Faculty of Clinical Informatics at a time of anticipation for some, and ruby, golden and diamond celebrations for others

de Lusignan, S., Barlow, J. & Scott, P., 15 Jan 2018, In: Journal of Innovation in Health Informatics. 24, 4, p. 344-346 3 p.

Research output: Contribution to journal › Editorial › peer-review

Open Access

File

152 Downloads (Pure)

Gesture recognition based on binocular vision

Jiang, D., Zheng, Z., Li, G., Sun, Y., Kong, J., Jiang, G., Xiong, H., Tao, B., Xu, S., Yu, H., Liu, H. & Ju, Z., 2 Feb 2018, (Early online) In: Cluster Computing.

Research output: Contribution to journal › Article › peer-review

Open Access

File

759 Downloads (Pure)

Hybrid functional networks for PVT characterisation

Oloso, M., Bader-El-Den, M., Buick, J. & Hassan Sayed, M., 26 Mar 2018, SAI Intelligent Systems Conference 2017: IntelliSys 2017. Institute of Electrical and Electronics Engineers Inc., p. 936-941 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

162 Downloads (Pure)

Important design features of personal health records to improve medication adherence for patients with long-term conditions: protocol for a systematic literature review

Andrikopoulou, E., Scott, P. & Herrera, H., 28 Jun 2018, In: JMIR Research Protocols. 7, 6, e159.

Research output: Contribution to journal › Article › peer-review

Open Access

File

450 Downloads (Pure)

Improving imbalanced question classification using structured smote based approach

Mohasseb, A., Bader-El-Den, M., Cocea, M. & Liu, H., 12 Nov 2018, Proceedings of the 2018 International Conference on Machine Learning and Cybernetics (ICMLC). Institute of Electrical and Electronics Engineers Inc., Vol. 2. p. 593-597 6 p. (International Conference on Machine Learning and Cybernetics (ICMLC)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

156 Downloads (Pure)

Incremental learning for large scale classification systems

Alexopoulos, A., Kanavos, A., Giotopoulos, K., Mohasseb, A., Bader-El-Den, M. & Tsakalidis, A., Jun 2018, Artificial Intelligence Applications and Innovations: AIAI 2018 IFIP WG 12.5 International Workshops, SEDSEAL, 5G-PINE, MHDW, and HEALTHIOT, Rhodes, Greece, May 25-27, 2018, Proceedings. Iliadis, L., Maglogiannis, I. & Plagianakos, V. (eds.). Springer, p. 112-122 11 p. (IFIP Advances in Information and Communication Technology; vol. 520).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

417 Downloads (Pure)

Innovations and challenges in the use of virtual reality technologies for rehabilitation

Powell, W. (Editor), Rizzo, A. (Editor), Sharkey, P. (Editor) & Merrick, J. (Editor), 31 Mar 2018, In: Journal of Alternative Medicine Research. 10, 1

Research output: Contribution to journal › Special issue › peer-review

Open Access

Innovation to build learning health systems

Scott, P., 28 Jun 2018, In: Journal of Innovation in Health Informatics. 25, 2

Research output: Contribution to journal › Review article

Open Access

File

120 Downloads (Pure)

Inside looking out or outside looking in? An evaluation of visualisation modalities to support the creation of a Substitutional Virtual Environment

Garcia Estrada, J. F., Simeone, A., Higgins, M. J., Powell, W. & Powell, V., 1 Jun 2018, Proceedings of the 2018 International Conference on Advanced Visual Interfaces. ACM, 29

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

268 Downloads (Pure)

Interoperability in health and social care: organizational issues are the biggest challenge

Oyeyemi, A. O. & Scott, P., 1 Oct 2018, In: Journal of Innovation in Health Informatics. 25, 3, p. 196-198 3 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

821 Downloads (Pure)

Kinect depth recovery via the cooperative profit random forest algorithm

Sun, J., Qi, L., Zhang, X., Dong, J. & Yu, H., 13 Aug 2018, 2018 11th International Conference on Human System Interaction (HSI). Institute of Electrical and Electronics Engineers Inc., p. 57-62

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

167 Downloads (Pure)

Learning-based texture synthesis and automatic inpainting using support vector machines

Dong, X., Dong, J., Sun, G., Duan, Y., Qi, L. & Yu, H., 24 Aug 2018, (Early online) In: IEEE Transactions on Industrial Electronics. 66, 6, p. 4777-4787

Research output: Contribution to journal › Article › peer-review

Open Access

File

365 Downloads (Pure)

Learning health systems need to bridge the 'two cultures' of clinical informatics and data science

Scott, P. J., Dunscombe, R., Evans, D., Mukherjee, M. & Wyatt, J. C., 15 Jun 2018, In: Journal of Innovation in Health Informatics. 25, 2, p. 126-131 6 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

927 Downloads (Pure)

Message from the CPSCom-2017 Program Chairs

Ni, Q., Choudhary, A. N., Ntalianis, K. & Yu, H., 1 Feb 2018, 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData). Institute of Electrical and Electronics Engineers Inc., p. xix 1 p.

Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript

Open Access

Mining unit feedback to explore students’ learning experiences

Mutlaq Ibrahim, Z., Bader-El-Den, M. & Cocea, M., Sept 2018, Advances in Computational Intelligence Systems: Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK. Lotfi, A., Bouchachia, H., Gegov, A., Langensiepen, C. & McGinnity, M. (eds.). Springer, p. 339-350 (Advances in Intelligent Systems and Computing; vol. 840).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

254 Downloads (Pure)

Multi-step time series forecasting of electric load using machine learning models

Masum, S., Liu, Y. & Chiverton, J., Jun 2018, 17th International Conference on Artificial Intelligence and Soft Computing: ICAISC 2018. Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R. & Zurada, J. (eds.). Springer Nature, p. 148-159 12 p. (Lecture Notes in Computer Science ; vol. 10841).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

File

2454 Downloads (Pure)

National Early Warning Score accurately discriminates the risk of serious adverse events in patients with liver disease

Hydes, T. J., Meredith, P., Schmidt, P. E., Smith, G. B., Prytherch, D. R. & Aspinall, R. J., Oct 2018, In: Clinical Gastroenterology and Hepatology. 16, 10, p. 1657-1666

Research output: Contribution to journal › Article › peer-review

Open Access

File

314 Downloads (Pure)

Nurse staffing, nursing assistants and hospital mortality: retrospective longitudinal observational study

Griffiths, P., Maruotti, A., Recio-Saucedo, A., Redfern, O., Ball, J., Briggs, J., Dall'Ora, C., Schmidt, P. E. & Smith, G. B., 4 Dec 2018, (Early online) In: BMJ Quality and Safety. 28, p. 609-617

Research output: Contribution to journal › Article › peer-review

Open Access

File

163 Downloads (Pure)

Nurse staffing levels, missed vital signs observations and mortality in hospital wards: retrospective longitudinal observational study

Griffiths, P., Ball, J., Bloor, K., Böhning, D., Briggs, J., Dall'Ora, C., De Iongh, A., Jones, J., Kovacs, C., Maruotti, A., Meredith, P., Recio-Saucedo, A., Prytherch, D., Redfern, O., Schmidt, P. E., Sinden, N. & Smith, G., 5 Dec 2018, NIHR Journals Library. 155 p. (Health Services and Delivery Research; vol. 6, no. 38)

Research output: Book/Report › Commissioned report

Open Access

File

502 Downloads (Pure)

Orientation distribution and mean width determination in micro X-Ray CT images of fibrous materials

Chiverton, J., Kao, A., Tozzi, G. & Roldo, M., 21 May 2018, IET 3rd International Conference on Intelligent Signal Processing (ISP 2017). London, UK: IET Conference Publications, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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222 Downloads (Pure)

Centre for Healthcare Modelling & Informatics

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