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  • Rachel Davey
1 Citation (Scopus)

A Multilevel NER Framework for Automatic Clinical Name Entity Recognition

LUU, T. M., PHAN, R., DAVEY, R. & CHETTY, G., 18 Nov 2017, 2017 IEEE International Conference on Data Mining Workshops. New Orleans: IEEE, Institute of Electrical and Electronics Engineers, p. 1135-1143 8 p. (IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS).

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

1 Citation (Scopus)

Anthropometric standards for Australian primary school children: Towards a system for monitoring and supporting children's development

COCHRANE, T., DAVEY, R. & de Castella, F. R., 1 Mar 2017, In : Journal of Science and Medicine in Sport. 20, 3, p. 284-289 6 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
8 Downloads (Pure)

A Randomized Controlled Trial of an Appearance-Related Smoking Intervention

Grogan, S., Flett, K., Clark-Carter, D., Conner, M., Davey, R., Richardson, D. & Rajaratnam, G., 2011, In : Health Psychology. 30, 6, p. 805-809 5 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

Associations of neighborhood environmental attributes with adults’ objectively-assessed sedentary time: IPEN adult multi-country study

Owen, N., Sugiyama, T., Koohsari, M. J., De Bourdeaudhuij, I., Hadgraft, N., Oyeyemi, A., Aguinaga-Ontoso, I., Mitáš, J., Troelsen, J., Davey, R., Schofield, G., Cain, K. L., Sarmiento, O. L., Reis, R., Salvo, D., Macfarlane, D. J., Sallis, J. F. & Cerin, E., 1 Oct 2018, In : Preventive Medicine. 115, p. 126-133 8 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

A systematic review protocol: Social network analysis of tobacco use

DAVEY, R., Lovett, R., Van Der Sterren, A., Corbett, J. & COCHRANE, T., 2014, In : Systematic Reviews. 3, 1, p. 1-5 5 p., 85.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
2 Downloads (Pure)

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

Biomedical Named Entity Recognition Based on Hybrid Multistage CNN-RNN Learner

Phan, R., Luu, T. M., Davey, R. & Chetty, G., 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. 128-135 8 p.

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

Cardiovascular disease and diabetes are not barriers to walking among the very elderly: Findings from a national Australian survey

FIELD, B., COCHRANE, T., DAVEY, R. & KINFU, Y., 7 Jul 2017, In : Healthy Aging Research. 6, 3, p. 1-7 7 p., 11.

Research output: Contribution to journalArticle

Open Access
File
10 Downloads (Pure)

Cardiovascular Risk Prediction Based on XGBoost

Rajliwall, N. S., Davey, R. & Chetty, G., 10 Dec 2018, Proceedings: 2018 5th Asia-Pacific World Congress on Computer Science and Engineering : APWConCSE 2018 . Ali, A. B. M. S., Miah, S. & Valluri, M. R. (eds.). Danvers, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 246-252 7 p. 8853798. (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

Chronic Disease Risk Monitoring Based on an Innovative Predictive Modelling Framework

RAJLIWALL, N., CHETTY, G. & DAVEY, R., 26 Nov 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI) . Fogel, G. (ed.). Honolulu, HI, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

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

3 Citations (Scopus)

Clinical Name Entity Recognition Based on Recurrent Neural Networks

LUU, T. M., PHAN, R., DAVEY, R. & CHETTY, G., 2 Jul 2018, Proceedings of the 2018 18th International Conference on Computational Science and Its Applications, ICCSA 2018. Taniar, D., Tarantino, E., Misra, B. M. S., Gervasi, O., Torre, C. M., Ryu, Y., Stankova, E., Rocha, A. M. A. C. & Apduhan, B. O. (eds.). Melbourne, VIC, Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-9 9 p. 8439147

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

1 Citation (Scopus)
8 Citations (Scopus)
Open Access
File
5 Downloads (Pure)

Contribution of individual risk factor changes to reductions in population absolute cardiovascular risk

COCHRANE, T., DAVEY, R., Gidlow, C., Iqbal, Z., Kumar, J., Mawby, Y. & Chambers, R., 2014, In : BioMed Research International. 2014, p. 1-6 6 p., 626205.

Research output: Contribution to journalArticle

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

Cross-Sectional Associations of Reallocating Time Between Sedentary and Active Behaviours on Cardiometabolic Risk Factors in Young People: An International Children’s Accelerometry Database (ICAD) Analysis

the International Children’s Accelerometry Database (ICAD) Collaborators, Riddoch, C., Judge, K., Griew, P., Andersen, L. B., Anderssen, S., Atkin, A. J., Cardon, G., DAVEY, R., Esliger, D., Hallal, P., Janz, K. F., Kriemler, S., Møller, N., Northstone, K., Pate, R., Puder, J., Reilly, J., Salmon, J., Sardinha, L. & 3 others, Sherar, L., Timperio, A. & van Sluijs, E. M. F., 1 Oct 2018, In : Sports Medicine. 48, 10, p. 2401-2412 12 p.

Research output: Contribution to journalArticle

Open Access
File
24 Citations (Scopus)
8 Downloads (Pure)

Daylight saving time as a potential public health intervention: An observational study of evening daylight and objectively-measured physical activity among 23,000 children from 9 countries

Goodman, A., Page, A., Cooper, A., Kordas, K., DAVEY, R., Pate, R., Salmon, J., Andersen, L., Froberg, K., Sardinha, L., Anderssen, S., Timperio, A., Janz, K., Kreimler, S., Hallal, P., Van Sluijs, E., Sutton, G., Ekelund, U. & Sherar, L., 2014, In : JBI database of systematic reviews and implementation reports. 11, 1, p. 1-9 9 p., 84.

Research output: Contribution to journalArticle

Open Access
File
24 Citations (Scopus)
2 Downloads (Pure)

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, Institute of Electrical and Electronics Engineers, 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)

Determinants of childhood morbidity in Bangladesh: Evidence from the Demographic and Health Survey 2011

Hasanb, M. M. & DAVEY, R., 2015, In : BMJ Open. 5, 10, p. 1-8 8 p., e007538.

Research output: Contribution to journalArticle

Open Access
File
17 Citations (Scopus)
6 Downloads (Pure)

Development and Pilot Testing of the Eating4two Mobile Phone App to Monitor Gestational Weight Gain

KNIGHT-AGARWAL, C., DAVIS, D., Williams, L., DAVEY, R. & Cox, R., 5 Jun 2015, In : JMIR mHealth and uHealth. 2015, 3, p. 2-1 11 p.

Research output: Contribution to journalArticle

Open Access
File
34 Citations (Scopus)
7 Downloads (Pure)

Do associations between objectively-assessed physical activity and neighbourhood environment attributes vary by time of the day and day of the week? IPEN adult study

Cerin, E., Mitáš, J., Cain, K. L., Conway, T. L., Adams, M. A., Schofield, G., Sarmiento, O. L., Reis, R. S., Schipperijn, J., Davey, R., Salvo, D., Orzanco-Garralda, R., MacFarlane, D. J., De Bourdeaudhuij, I., Owen, N., Sallis, J. F. & Van Dyck, D., 20 Mar 2017, In : The International Journal of Behavioral Nutrition and Physical Activity. 14, 1, p. 1-16 16 p., 34.

Research output: Contribution to journalArticle

Open Access
File
18 Citations (Scopus)
5 Downloads (Pure)

Do physical activity and sedentary time mediate the association of the perceived environment with BMI? The IPEN adult study

Van Dyck, D., Cerin, E., Akram, M., Conway, T. L., Macfarlane, D., Davey, R., Sarmiento, O. L., Christiansen, L. B., Reis, R., Mitas, J., Aguinaga-Ontoso, I., Salvo, D. & Sallis, J. F., Jul 2020, In : Health and Place. 64, p. 1-10 10 p., 102366.

Research output: Contribution to journalArticle

Open Access
File
3 Downloads (Pure)

Harmonising data on the correlates of physical activity and sedentary behaviour in young people: Methods and lessons learnt from the international Children's Accelerometry database (ICAD)

Atkin, A. J., Biddle, S. J. H., Broyles, S. T., Chinapaw, M., Ekelund, U., Esliger, D. W., Hansen, B. H., Kriemler, S., Puder, J. J., Sherar, L. B., van Sluijs, E. M. F., Cardon, G. & Davey, R., 2017, In : International Journal of Behavioral Nutrition and Physical Activity. 14, 1, p. 1-12 12 p., 174.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
31 Downloads (Pure)

Impact of scale of aggregation on associations of cardiovascular hospitalization and socio-economic disadvantage

Hanigan, I. C., Cochrane, T. & Davey, R., Nov 2017, In : PLoS One. 12, 11, p. 1-15 15 p., e0188161.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
4 Downloads (Pure)

Implementation of cardiovascular disease prevention in primary health care: Enhancing understanding using normalisation process theory

VOLKER, N., Williams, L., DAVEY, R., COCHRANE, T. & Clancy, T., 2017, In : BMC Family Practice. 18, 1, p. 1-9 9 p., 28.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
4 Downloads (Pure)

Improving the prevention of cardiovascular disease in primary health care: The model for prevention study protocol

VOLKER, N., DAVEY, R., COCHRANE, T., Williams, L. & Clancy, T., 2014, In : Journal of Medical Internet Research. 16, 7, p. 1-12 12 p.

Research output: Contribution to journalArticle

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

Influence of school community and fitness on prevalence of overweight in Australian school children

COCHRANE, T., DAVEY, R. & de Castella, F. R., 2015, In : Preventive Medicine. 81, p. 433-437 5 p.

Research output: Contribution to journalArticle

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

International study of objectively measured physical activity and sedentary time with body mass index and obesity: IPEN adult study

Van Dyck, D., Cerin, E., De Bourdeaudhuij, I., Hinckson, E. A., Reis, R. S., DAVEY, R., Sarmiento, O. L., Mitáš, J., Troelsen, J., MacFarlane, D. J., Salvo, D., Aguinaga-Ontoso, I., Owen, N., Cain, K. L. & Sallis, J. F., 11 Feb 2015, In : International Journal of Obesity. 39, 2, p. 199-207 9 p.

Research output: Contribution to journalArticle

Open Access
67 Citations (Scopus)

International study of perceived neighbourhood environmental attributes and Body Mass Index: IPEN Adult study in 12 countries

De Bourdeaudhuij, I., Van Dyck, D., Salvo, D., DAVEY, R., Reiss, RS., Schofield, G., Reis, R., Mitáš, J., Christiansen, B., Macfarlane, D., Sugiyama, T., Ontoso, I., Owen, N., Conway, T. L., Sallis, J. F. & Cerin, E., 16 May 2015, In : The International Journal of Behavioral Nutrition and Physical Activity. 12, 62, p. 1-10 10 p.

Research output: Contribution to journalArticle

Open Access
File
31 Citations (Scopus)
1 Downloads (Pure)

International variation in neighborhood walkability, transit, and recreation environments using geographic information systems: The IPEN adult study

Adams, M., Frank, L., Schipperijn, J., Smith, G., Chapman, J., Christiansen, L., COFFEE, N., Salvo, D., Toit, L., Dygryn, J., Hino, A., Lai, P., Mavoa, S., Pinzon, J., De Weghe, N., Cerin, E., DAVEY, R., Macfarlane, D., Owen, N. & Sallis, J., 1 Jan 2014, In : International Journal of Health Geographics. 13, 1, p. 1-17 17 p., 43.

Research output: Contribution to journalArticle

Open Access
File
94 Citations (Scopus)
12 Downloads (Pure)

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

6 Citations (Scopus)

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)

Mixed-Methods Evaluation of a Healthy Exercise, Eating, and Lifestyle Program for Primary Schools

Cochrane, T. & Davey, R. C., 1 Nov 2017, In : Journal of School Health. 87, 11, p. 823-831 9 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Moderating effects of age, gender and education on the associations of perceived neighborhood environment attributes with accelerometer-based physical activity: The IPEN adult study

Van Dyck, D., Cerin, E., De Bourdeaudhuij, I., Salvo, D., Christiansen, L. B., MacFarlane, D. J., Owen, N., Mitáš, J., Troelsen, J., Aguinaga-Ontoso, I., DAVEY, R., Reis, R. S., Sarmiento, O. L., Schofield, G., Conway, T. & Sallis, J. F., 1 Nov 2015, In : Health and Place. 36, p. 65-73 9 p.

Research output: Contribution to journalArticle

31 Citations (Scopus)

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

14 Citations (Scopus)

Neighborhood environments and objectively measured physical activity in 11 countries

Cerin, E., Cain, K. L., Conway, T. L., Van Dyck, D., Hinckson, E. A., Schipperijin, J., De Bourdeaudhuij, I., Owen, N., DAVEY, R., Hino, A., Mitas, J., Orzanco-Garralda, R., Salvo, D., Sarmiento, O. L., Christiansen, L. B., MacFarlane, D. J., Schofield, G. & Sallis, J. F., 2014, In : Medicine and Science in Sports and Exercise. 46, 12, p. 2253-2264 12 p.

Research output: Contribution to journalArticle

Open Access
67 Citations (Scopus)

Neighborhood walkability and hospital treatment costs: A first assessment

Yu, Y., DAVEY, R., COCHRANE, T., Learnihan, V., Hanigan, I. & Bagheri, N., 1 Jun 2017, In : Preventive Medicine. 99, p. 134-139 6 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

NHS Health checks through general practice: randomised trial of population cardiovascular risk reduction

Cochrane, T., Davey, R., Iqbal, Z., Gidlow, C., Kumar, J., Chambers, R. & Mawby, Y., 2012, In : BMC Public Health. 12, 1, p. 944-944 1 p.

Research output: Contribution to journalArticle

Open Access
File
48 Citations (Scopus)

Nurse practitioners in aged care: Documentary analysis of successful project proposals

CLARK, S., PARKER, R. & DAVEY, R., 2014, In : Qualitative Health Research. 24, 11, p. 1592-1602 11 p.

Research output: Contribution to journalArticle

7 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

Objectively-assessed neighbourhood destination accessibility and physical activity in adults from 10 countries: An analysis of moderators and perceptions as mediators

Cerin, E., Conway, T. L., Adams, M. A., Barnett, A., Cain, K. L., Owen, N., Christiansen, L. B., van Dyck, D., Mitáš, J., Sarmiento, O. L., Davey, R. C., Reis, R., Salvo, D., Schofield, G. & Sallis, J. F., 2018, In : Social Science and Medicine. 211, p. 282-293 12 p.

Research output: Contribution to journalArticle

Open Access
File
23 Citations (Scopus)
6 Downloads (Pure)
4 Citations (Scopus)

Objectively measured physical activity and sedentary time in youth: The International children's accelerometry database (ICAD)

Cooper, A., Goodman, A., Page, A., Sherar, L., Esliger, D., Van Sluijs, E., Andersen, L., Anderssen, S., Cardon, G., DAVEY, R., Froberg, K., Hallal, P., Janz, K., Kordas, K., Kreimler, S., Pate, R., Puder, J., Reilly, J., Salmon, J., Sardinha, L. & 2 others, Timperio, A. & Ekelund, U., 2015, In : The International Journal of Behavioral Nutrition and Physical Activity. 12, 1, p. 1-10 10 p., 113.

Research output: Contribution to journalArticle

Open Access
File
297 Citations (Scopus)

One-year cardiovascular risk and quality of life changes in participants of a health trainer service

Gidlow, C., COCHRANE, T., DAVEY, R., Beloe, M., Chambers, R., Kumar, J., Mawby, Y. & Iqbal, Z., 2014, In : Perspectives in Public Health. 134, 3, p. 135-144 10 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Optimizing Gestational Weight Gain With the Eating4Two Smartphone App: Protocol for a Randomized Controlled Trial

Davis, D., Davey, R., Williams, L. T., Foureur, M., Nohr, E., Knight-Agarwal, C., Lawlis, T., Oats, J., Skouteris, H. & Fuller-Tyszkiewicz, M., 30 May 2018, In : JMIR Research Protocols. 7, 5, p. 1-13 13 p.

Research output: Contribution to journalArticle

Open Access
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9 Downloads (Pure)

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

Perceived neighbourhood environmental attributes associated with adults[U+05F3] recreational walking: IPEN Adult study in 12 countries

Sugiyama, T., Cerin, E., Owen, N., Oyeyemi, A., Conway, T., Van Dyck, D., Schipperijin, J., MacFarlane, D. J., Salvo, D., Reis, R. S., Mitas, J., Sarmiento, O. L., DAVEY, R., Schofield, G., Orzanco-Garralda, R. & Sallis, J. F., Jul 2014, In : Health and Place. 28, p. 22-30 9 p.

Research output: Contribution to journalArticle

Open Access
76 Citations (Scopus)