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Author

  • Rachel Davey
Conference contribution

Deep Learning Based Biomedical NER Framework

Phan, R., Luu, T. M., Davey, R. & Chetty, G., 18 Nov 2018, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Bangalore, India: IEEE, p. 33-40 8 p. 8628740. (Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)

Deep neural models for chronic disease status detection in free text clinical records

Rajput, K., Chetty, G. & Davey, R., 17 Nov 2018, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Yu, J., Li, Z., Tong, H. & Zhu, F. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 864-869 6 p. 8637453. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)

Enhancing clinical name entity recognition based on hybrid deep learning scheme

Phan, R., Luu, T., Davey, R. & Chetty, G., 8 Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1049-1055 7 p. 8955534. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Machine learning based models for cardiovascular risk prediction

Rajliwall, N. S., Davey, R. & Chetty, G., 2018, Proceedings International Conference on Machine Learning and Data Engineering (iCMLDE 2018). Rhee, P. K., Howard, D. & Bashar, R. (eds.). NJ, United States: IEEE, Institute of Electrical and Electronics Engineers, p. 142-148 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)

Obesity and Co-Morbidity Detection in Clinical Text Using Deep Learning and Machine Learning Techniques

Rajput, K., Chetty, G. & Davey, R., 10 Dec 2018, Proceedings - 2018 5th Asia-Pacific World Congress on Computer Science and Engineering, APWC on CSE 2018: APWConCSE 2018 . Ali, A. B. M. S., Miah, S. & Rao Valluri, M. (eds.). Danvers, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 51-56 6 p. 8853828. (Proceedings - 2018 5th Asia-Pacific World Congress on Computer Science and Engineering, APWC on CSE 2018).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Passing the Community Test- A co-benefits approach to evaluating the case for light rail in Canberra, Australia

MACKENZIE, A., MUMINOVIC, M., DAVEY, R. & Lernihan, V., 2015, State of Australian Cities National Conference 2015: Refereed Proceedings. Burton, P. & Shearer, H. (eds.). Australia: Australian Cities Research Network, p. 1-11 11 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access

Performance Analysis of Deep Neural Models for Automatic Identification of Disease Status

Rajput, K., Chetty, G. & Davey, R., 3 Dec 2018, Proceedings International Conference on Machine Learning and Data Engineering (iCMLDE 2018). Rhee, P. K., Howard, D. & Bashar, R. (eds.). NJ, United States: IEEE, Institute of Electrical and Electronics Engineers, p. 136-141 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)

PHIs (Protected Health Information) identification from free text clinical records based on machine learning

Rajput, K., Chetty, G. & Davey, R., 27 Nov 2017, Proceedings 2017 IEEE Symposium Series on Computational Intelligence (SSCI 2017). Hawaii: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-January. p. 1-9 9 p. (2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings; vol. 2018-January).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Risk factors identification for heart disease in unstructured dataset using deep learning approach

Rajput, K., Chetty, G. & Davey, R., 8 Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1056-1059 4 p. 8955584. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Design

‘Health Pod’ design

DAWDA, P., DAVEY, R., Montana-Hoyos, C. A., SCHAROUN, L., JAMIESON, M., Learnihan, V. & MAZUMDAR, S., 30 Dec 2015

Research output: Non-textual formDesign

Open Access
Letter

Issues for central ethics review of aged care service evaluations

Prosser, B. & Davey, R., Feb 2014, In : Australian and New Zealand Journal of Public Health. 38, 1, p. 92-93 2 p.

Research output: Contribution to journalLetter

Meeting Abstract

The drivers of food preparation behaviours in University of Canberra students

Byrom, F., KELLETT, J., NAUMOVSKI, N., LEARNIHAN, V. & DAVEY, R., 2016, In : Nutrition and Dietetics. 73, S1, p. 55-55 1 p.

Research output: Contribution to journalMeeting Abstract

The drivers of food preperation behaviors in University of Canberra students.

LEARNIHAN, V., DAVEY, R., NAUMOVSKI, N., KELLETT, J. & Byrom, F., 2016, In : Nutrition and Dietetics. 73, Suppl 1, p. 55 1 p.

Research output: Contribution to journalMeeting Abstract

File
55 Downloads (Pure)
Other contribution

ACTive Community App

DAVEY, R., SCHAROUN, L. & Hanlen, L., 2016, 2 p. Canberra, Australia : University of Canberra.

Research output: Textual Creative WorksOther contribution

Health Pod

DAWDA, P., DAVEY, R., Montana-Hoyos, C. A., SCHAROUN, L., JAMIESON, M., Learnihan, V. & MAZUMDAR, S., 2016, 1 p. Canberra, Australia : Ochre Health Centre, HCF Foundation, RACPG.

Research output: Textual Creative WorksOther contribution

Paper

Automatic clinical speech recognition for CLEF 2015 eHealth challenge

Luu, T. M., PHAN, R., Davey, R. & Chetty, G., 2015, p. 1-14. 14 p.

Research output: Contribution to conference (non-published works)Paper

Review article

Built environment, physical activity, and obesity: Findings from the international physical activity and environment network (IPEN) adult study

Sallis, J. F., Cerin, E., Kerr, J., Adams, M. A., Sugiyama, T., Christiansen, L. B., Schipperijn, J., Davey, R., Salvo, D., Frank, L. D., De Bourdeaudhuij, I. & Owen, N., 1 Apr 2019, In : Annual Review of Public Health. 41, p. 119-139 21 p.

Research output: Contribution to journalReview article

Open Access
File
3 Citations (Scopus)
32 Downloads (Pure)

Moving to an active lifestyle? A systematic review of the effects of residential relocation on walking, physical activity and travel behaviour

Ding, D., Nguyen, B., Learnihan, V., Bauman, A. E., Davey, R., Jalaludin, B. & Gebel, K., Jun 2018, In : British Journal of Sports Medicine. 52, 12, p. 789-799 11 p.

Research output: Contribution to journalReview article

12 Citations (Scopus)

Validity of the Past-day Adults' Sedentary Time Questionnaire in a Cardiac Rehabilitation Population

Freene, N., McManus, M., Mair, T., Tan, R., Clark, B. & Davey, R., 15 Jan 2020, In : Journal of Cardiopulmonary Rehabilitation and Prevention. p. 1-5 5 p.

Research output: Contribution to journalReview article

Short survey

Infographic: The effects of residential relocation on walking, physical activity and travel behaviour

Ding, D., Williamson, C., Nguyen, B., Learnihan, V., Bauman, A. E., Davey, R., Jalaludin, B. & Gebel, K., 1 Dec 2019, In : British Journal of Sports Medicine. 53, 23, p. 1486-1487 2 p.

Research output: Contribution to journalShort survey