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Conference contribution
2019

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

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

2018

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 2018 18th International Conference on Computational Science and Applications (ICCSA). Melbourne, VIC, Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-9 9 p.

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

1 Citation (Scopus)

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)

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

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)
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)

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)

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

2015

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