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  • Rachel Davey
2020
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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
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1 Downloads (Pure)

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

2018

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

7 Citations (Scopus)

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 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

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)

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
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21 Citations (Scopus)
7 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)

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)

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

13 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
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20 Citations (Scopus)
5 Downloads (Pure)
3 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)

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)

Physical activity intensity, bout-duration, and cardiometabolic risk markers in children and adolescents

the International Children’s Accelerometry Database (ICAD) Collaborators & Davey, R., 2018, In : International Journal of Obesity. 42, 9, p. 1639-1650 12 p.

Research output: Contribution to journalArticle

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

Stakeholder perspectives about general practice pharmacists in the Australian Capital Territory: A qualitative pilot study

Deeks, L. S., Kosari, S., Naunton, M., Cooper, G., Porritt, J., Davey, R., Dawda, P., Goss, J. & Kyle, G., 1 Jan 2018, In : Australian Journal of Primary Health. 24, 3, p. 263-272 10 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Treatment of scabies using a tea tree oil-based gel formulation in Australian Aboriginal children: Protocol for a randomised controlled trial

Thomas, J., Davey, R., Peterson, G. M., Carson, C., Walton, S. F., Spelman, T., Calma, T., Dettwiller, P., Tobin, J., McMillan, F., Collis, P., Naunton, M., Kosari, S., Christenson, J. K., Bartholomaeus, A., McEwen, J., Fitzpatrick, P. & Baby, K. E., 31 May 2018, In : BMJ Open. 8, 5, p. 1-10 10 p., e018507.

Research output: Contribution to journalArticle

Open Access
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4 Citations (Scopus)
11 Downloads (Pure)

What can pharmacists do in general practice? A pilot trial

S Deeks, L., Naunton, M., Han Tay, G., M Peterson, G., Kyle, G., Davey, R., Dawda, P., Goss, J., M Cooper, G., Porritt, J. & Kosari, S., Aug 2018, In : Australian Family Physician. 47, 8, p. 545-549 5 p.

Research output: Contribution to journalArticle

2017

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
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1 Citation (Scopus)
8 Downloads (Pure)

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
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10 Downloads (Pure)

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)

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
17 Citations (Scopus)
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
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1 Citation (Scopus)
3 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)

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)

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

4 Citations (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

The Built Environment and Social Capital : A Systematic Review

Mazumdar, S., Learnihan, V., Cochrane, T. & Davey, R., 31 Jan 2017, In : Environment and Behavior. 50, 2, p. 119-158 40 p.

Research output: Contribution to journalArticle

27 Citations (Scopus)
1 Citation (Scopus)

Weather and children's physical activity; How and why do relationships vary between countries?

Harrison, F., Goodman, A., van Sluijs, E. M. F., Andersen, L. B., Cardon, G., Davey, R., Janz, K. F., Kriemler, S., Molloy, L., Page, A. S., Pate, R., Puder, J., Sardinha, L. B., Timperio, A., Wedderkopp, N., Jones, A. P., Anderssen, S., Cardon, G., Cooper, A., Ekelund, U. & 9 others, Esliger, D. W., Sherar, L. B., Froberg, K., Hallal, P., Kordas, K., Reilly, J., Salmon, J., van Sluijs, E. M. F. & on behalf the ICAD collaborators, 30 May 2017, In : International Journal of Behavioral Nutrition and Physical Activity. 14, 1, p. 1-13 13 p., 74.

Research output: Contribution to journalArticle

Open Access
File
35 Citations (Scopus)
1 Downloads (Pure)
2016

ACTive Community App

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

Research output: Textual Creative WorksOther contribution

Age-related patterns of vigorous-intensity physical activity in youth: The International Children's Accelerometry Database

Corder, K., Sharp, S., Atkin, A., Andersen, L., Cardon, G., Page, A., DAVEY, R., Grontved, A., Hallal, P., Janz, K., Kordas, K., Kriemler, S., Puder, J., Sardinha, L., Ekelund, U., Van Sluijs, E. & al., E., 2016, In : Preventive Medicine Reports. 4, p. 17-22 6 p.

Research output: Contribution to journalArticle

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

Assessing the 'active couch potato' phenomenon in cardiac rehabilitation: Rationale and study protocol

FREENE, N., Pozo-Cruz, B. & DAVEY, R., 2016, In : BMC Health Services Research. 16, 1, p. 1-6 6 p., 75.

Research output: Contribution to journalArticle

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

Association between maternal education and objectively measured physical activity and sedentary time in adolescents

Sherar, L., Griffin, T., Ekelund, U., Cooper, A., Esliger, D., Van Sluijs, E., Andersen, L., Cardon, G., DAVEY, R., Froberg, K., Hallal, P., Janz, K. F., Kordas, K., Kriemler, S., Pate, R., Puder, J., Sardinha, L., Timperio, A. F. & Page, A. S., 1 Jun 2016, In : Journal of Epidemiology Community Health. 70, 6, p. 541-548 8 p.

Research output: Contribution to journalArticle

32 Citations (Scopus)

Association of BMI and interpregnancy BMI change with birth outcomes in an Australian obstetric population: A retrospective cohort study

KNIGHT-AGARWAL, C., Williams, L., DAVIS, D., DAVEY, R., COCHRANE, T. & Rickwood, P., 2016, In : BMJ Open. 6, 5, p. 1-10 10 p.

Research output: Contribution to journalArticle

Open Access
File
29 Citations (Scopus)
13 Downloads (Pure)

Community-based lifestyle modification workforce: An underutilised asset for cardiovascular disease prevention

VOLKER, N., Williams, L., DAVEY, R. & COCHRANE, T., 2016, In : Australian Journal of Primary Health. 22, 4, p. 327-331 5 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Equating accelerometer estimates among youth: The Rosetta Stone 2

Brazendale, K., Beets, M., Bornstein, D., Moore, J., Pate, R., Weaver, R., Cooper, R., Chandler, J., Anderson, L., Anderssen, S., Cardon, G., Cooper, A., DAVEY, R., Froberg, K., Hallal, P., Janz, K., Kordas, K., Kriemler, S., Puder, J., Reilly, J. & 4 others, Salmon, J., Sardinha, L., Timperio, A. & van Sluijs, E., 2016, In : Journal of Science and Medicine in Sport. 19, 3, p. 242-249 8 p.

Research output: Contribution to journalArticle

Open Access
24 Citations (Scopus)

Estimates of the energy deficit required to reverse the trend in childhood obesity in Australian schoolchildren

COCHRANE, T., DAVEY, R. & de Castella, F. R., 2016, In : Australian and New Zealand Journal of Public Health. 40, 1, p. 62-67 6 p.

Research output: Contribution to journalArticle

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

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

International comparisons of the associations between objective measures of the built environment and transport-related walking and cycling: IPEN adult study

Christiansen, L., Cerin, E., Badland, H., Kerr, J., DAVEY, R., Troelsen, J., Van Dyck, D., Mitáš, J., Schofield, G., Sugiyama, T., Salvo, D., Sarmiento, O., Reis, R., Adams, M., Frank, L. & Sallis, J., 2016, In : Journal of Transport and Health. 3, 4, p. 467-478 12 p.

Research output: Contribution to journalArticle

Open Access
80 Citations (Scopus)

Is Walk Score associated with hospital admissions from chronic diseases? Evidence from a cross-sectional study in a high socioeconomic status Australian city-state

MAZUMDAR, S., Learnihan, V., COCHRANE, T., Phung, H., O’Connor, B. & DAVEY, R., 2016, In : BMJ Open. 6, p. 1-14 14 p.

Research output: Contribution to journalArticle

Open Access
File
9 Citations (Scopus)
1 Downloads (Pure)
Open Access
File
16 Citations (Scopus)
5 Downloads (Pure)

Perceived neighborhood environmental attributes associated with walking and cycling for transport among adult residents of 17 cities in 12 countries: The IPEN study

Kerr, J., Emond, J. A., Badland, H., Reis, R. S., Sarmiento, O. L., Carlson, J. A., Sallis, J. F., Cerin, E., Cain, K. L., Conway, T., Schofield, G., MacFarlane, D. J., Christiansen, L. B., Van Dyck, D., DAVEY, R., Aguinaga-Ontoso, I., Salvo, D., Sugiyama, T., Owen, N., Mitáš, J. & 1 others, Natarajan, L., 2016, In : Environmental Health Perspectives. 124, 3, p. 290-298 9 p.

Research output: Contribution to journalArticle

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

Physical activity in relation to urban environments in 14 cities worldwide: A cross-sectional study

Sallis, J. F., Cerin, E., Conway, T. L., Adams, M., Frank, L., Pratt, M., Salvo, D., Schipperijin, J., Smith, G., Cain, K. L., Davey, R., Kerr, J., Lai, P-C., Mitas, J., Reis, R., Sarmiento, O. L., Schofield, G., Troelsen, J., Van Dyck, D., De Bourdeaudhuij, I. & 1 others, Owen, N., 2016, In : Lancet. 387, 10034, p. 2207-2217 11 p.

Research output: Contribution to journalArticle

367 Citations (Scopus)