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• 2020

  Practical Federated Gradient Boosting Decision Trees

  Li, Q., Wen, Z. & He, B., 2020, 34th AAAI Conference on Artificial Intelligence (AAAI-20). 4 ed. AAAI Press, Vol. 34. p. 4642-4649

  Research output: Chapter in Book/Conference paper › Conference paper

  • Decision trees
  • Cryptography
  • Data mining
  • Machine learning

• Practical test mass and suspension configuration for a cryogenic kilohertz gravitational wave detector

  Eichholz, J., Holland, N. A., Adya, V. B., van Heijningen, J., Ward, R. L., Slagmolen, B. J. J., McClelland, D. E. & Ottaway, D. J., 18 Dec 2020, In : Physical Review D. 102, 12, 13 p., 122003.

  Research output: Contribution to journal › Article

• Practicing autonomy in a local eduscape: schools, families and educational choice

  Forsey, M., 2 Jul 2020, In : Comparative Education. 56, 3, p. 423-440 18 p.

  Research output: Contribution to journal › Article

  • autonomy
  • individualization
  • modernity
  • educational system
  • social change
  1 Citation (Scopus)

• Precipitation study of CO₂-loaded glycinate solution with the introduction of ethanol as an antisolvent

  Chen, S., Wu, Y., Stevens, G. W., Hu, G., Sun, W. & Mumford, K. A., 1 Jun 2020, In : Frontiers of Chemical Science and Engineering. 14, 3, p. 415-424 10 p.

  Research output: Contribution to journal › Article

  • Ethanol
  • Reflectometers
  • Potassium
  • Nuclear magnetic resonance
  • Amino acids
  1 Citation (Scopus)

• Precise radio astrometry and new developments for the next-generation of instruments

  Rioja, M. J. & Dodson, R., 1 Dec 2020, In : Astronomy and Astrophysics Review. 28, 1, 6.

  Research output: Contribution to journal › Review article

  • astrometry
  • radio
  • astrophysics
  • very long baseline interferometry
  • wavelength

• Precision betacarotene supplementation enhanced ovarian function and the LH release pattern in yearling crossbred anestrous goats

  Lopez-Flores, N. M., Meza-Herrera, C. A., Perez-Marin, C., Blache, D., Arellano-Rodríguez, G., Zuñiga-Garcia, S., Navarrete-Molina, C., De La Peña, C. G., Rosales-Nieto, C. A. & Veliz-Deras, F. G., Apr 2020, In : Animals. 10, 4, 659.

  Research output: Contribution to journal › Article

  Open Access

  • beta Carotene
  • Goats
  • yearlings
  • crossbreds
  • goats
  1 Citation (Scopus)

• PrecisionPoint Biopsy - A Western Australian Initial Experience

  Viswambaram, P., Picardo, A., Trimnell, A., Hayne, D. & Brown, M., Mar 2020, In : BJU International. 125, p. 111-112 2 p.

  Research output: Contribution to journal › Abstract/Meeting Abstract

• Preclinical efficacy of gemcitabine in MLL-rearranged infant acute lymphoblastic leukemia

  Wander, P., Cheung, L. C., Pinhanҫos, S. S., Jones, L., Kerstjens, M., Arentsen-Peters, S. T. C. J. M., Singh, S., Chua, G. A., Castro, P. G., Schneider, P., Dolman, M. E. M., Koopmans, B., Molenaar, J. J., Pieters, R., Zwaan, C. M., Kotecha, R. S. & Stam, R. W., 1 Nov 2020, In : Leukemia. 34, 11, p. 2898-2902 5 p.

  Research output: Contribution to journal › Article

• Preconception Care in a Remote Aboriginal Community Context: What, When and by Whom?

  Griffiths, E., Marley, J. & Atkinson, D., 2 May 2020, In : International Journal of Environmental Research and Public Health. 17, 10, 3702.

  Research output: Contribution to journal › Article

  Open Access

  • Preconception Care
  • Health
  • Pregnancy
  • Medical problems
  • Screening

• Precontractual Damages as a Result of an Irrevocable Offer – A Resolution Within the CISG

  Zeller, B. & Walters, R., 2020, In : Nordic Journal of Commercial Law. 1, 22 p.

  Research output: Contribution to journal › Article

  • International Sale of Goods
  • damages
  • Contracting States
  • self-executing treaty
  • International Commercial Law

• Predation by Southwestern Carpet Python Morelia spilota imbricata of Carnaby’s Cockatoo Calyptorhynchus latirostris in a breeding hollow.

  Saunders, D., Mawson, P. & Dawson, R., 14 Jan 2020, In : Australian Zoologist.

  Research output: Contribution to journal › Article

• Predators on track for ocean protection around Antarctica: News & Views

  Martins Sequeira, A., 2 Apr 2020, In : Nature. 580, p. 34-35

  Research output: Contribution to journal › Article

  Open Access

  • Conservation

• Predicted growth in plastic waste exceeds efforts to mitigate plastic pollution

  Borrelle, S. B., Ringma, J., Law, K. L., Monnahan, C. C., Lebreton, L., McGivern, A., Murphy, E., Jambeck, J., Leonard, G. H., Hilleary, M. A., Eriksen, M., Possingham, H. P., De Frond, H., Gerber, L. R., Polidoro, B., Tahir, A., Bernard, M., Mallos, N., Barnes, M. & Rochman, C. M., 18 Sep 2020, In : Science (New York, N.Y.). 369, 6510, p. 1515-1518 4 p.

  Research output: Contribution to journal › Article

  • Plastics
  • Growth
  • Ecosystem
  • Waste Management
  • Fresh Water
  11 Citations (Scopus)

• Predicting acute postoperative pain by the Qnox score at the end of surgery: a prospective observational study

  Ledowski, T. & Schmitz-Rode, I., Feb 2020, In : British Journal of Anaesthesia. 124, 2, p. 222-226

  Research output: Contribution to journal › Article

  • Acute Pain
  • Postoperative Pain
  • Arousal
  • Observational Studies
  • Prospective Studies
  2 Citations (Scopus)

• Predicting alcohol dependence treatment outcomes: a prospective comparative study of clinical psychologists versus ‘trained’ machine learning models

  Symons, M., Feeney, G. F. X., Gallagher, M. R., Young, R. M. D. & Connor, J. P., 9 Mar 2020, In : Addiction.

  Research output: Contribution to journal › Article

  • Machine Learning
  • Alcoholism
  • Psychology
  • Prospective Studies
  • Logistic Models
  1 Citation (Scopus)

• Predicting cell-to-cell communication networks using NATMI

  Hou, R., Denisenko, E., Ong, H. T., Ramilowski, J. A. & Forrest, A. R. R., 1 Dec 2020, In : Nature Communications. 11, 1, 5011.

  Research output: Contribution to journal › Article

  Open Access

  • network analysis
  • communication networks
  • Electric network analysis
  • Cell Communication
  • Telecommunication networks

• Predicting extreme water levels around Australia

  Pattiaratchi, C., Hetzel, Y. & Janeković, I., 31 Dec 2020, p. 1-1. 1 p.

  Research output: Contribution to conference › Abstract

  Open Access

• Predicting grade-tonnage characteristics of undiscovered mineralisation: application of the USGS Three-part Undiscovered Mineral Resource Assessment to the Sandstone Greenstone Belt of the Yilgarn Block, Western Australia

  Davies, R. S., Schodde, R., Sykes, J. P., Groves, D. I., Trench, A. & Dentith, M., 23 Jun 2020, In : Applied Earth Science: Transactions of the Institute of Mining and Metallurgy.

  Research output: Contribution to journal › Article

  • Geological surveys
  • Mineral resources
  • Sandstone
  • resource assessment
  • greenstone belt

• Predicting hydrate film growth on the wall from water droplet deposition in gas-dominant flowlines

  Charlton, T. B., Norris, B. W. E., Johns, M. L., May, E. F., Aman, Z. M., Zerpa, L. E. & Koh, C. A., 2020, p. 217-229. 13 p.

  Research output: Contribution to conference › Conference presentation/ephemera

  • Film growth
  • Flowlines
  • Hydrates
  • Gases
  • Water

• Predicting Leadership Competency Development and Promotion Among High-Potential Executives: The Role of Leader Identity

  Kragt, D. & Day, D. V., 5 Aug 2020, In : Frontiers in Psychology. 11, 1816.

  Research output: Contribution to journal › Article

  Open Access

• Predicting Lung Health Trajectories for Survivors of Preterm Birth

  Gibbons, J. T. D., Wilson, A. C. & Simpson, S. J., 19 Jun 2020, In : Frontiers in Pediatrics. 8, 318.

  Research output: Contribution to journal › Review article

  Open Access

  • Premature Birth
  • Survivors
  • Lung
  • Health
  • Premature Infants

• Predicting Patient Outcome in the Evolving Field of Malignant Pleural Effusion

  Gleeson, L. E. & Gary Lee, Y. C., 1 Jan 2020, In : Journal of Bronchology and Interventional Pulmonology. 27, 1, p. 1-3 3 p.

  Research output: Contribution to journal › Editorial
  1 Citation (Scopus)

• Predicting recurrence in patients with sentinel node-negative melanoma: validation of the EORTC nomogram using population-based data

  El Sharouni, M. A., Ahmed, T., Witkamp, A. J., Sigurdsson, V., van Gils, C. H., Nieweg, O. E., Scolyer, R. A., Thompson, J. F., van Diest, P. J. & Lo, S. N., 26 Aug 2020, In : British Journal of Surgery.

  Research output: Contribution to journal › Article

  • Nomograms
  • Melanoma
  • Recurrence
  • Population
  • Neoplasms

• Predicting sentinel node status in patients with melanoma: Does gene expression profiling improve accuracy?

  Varey, A. H. R., Lo, S. N., Scolyer, R. A. & Thompson, J. F., 2020, In : JCO precision oncology. 4, p. 990-991 2 p.

  Research output: Contribution to journal › Letter
  2 Citations (Scopus)

• Predicting sleep apnea from three-dimensional face photography

  Eastwood, P., Gilani, S. Z., McArdle, N., Hillman, D., Walsh, J., Maddison, K., Goonewardene, M. & Mian, A., 15 Apr 2020, In : Journal of clinical sleep medicine. 16, 4, p. 493-502 10 p.

  Research output: Contribution to journal › Article

  • Photography
  • Sleep Apnea Syndromes
  • Obstructive Sleep Apnea
  • Apnea
  • Anatomy
  1 Citation (Scopus)

• Predicting student dropout in subscription-based online learning environments: The beneficial impact of the logit leaf model

  Coussement, K., Phan, M., De Caigny, A., Benoit, D. F. & Raes, A., Aug 2020, In : Decision Support Systems. 135, 113325.

  Research output: Contribution to journal › Article

  • Student Dropouts
  • Learning Environment
  • Distance Education
  • Drop out
  • Online Learning
  2 Citations (Scopus)

• Predicting the causative pathogen among children with osteomyelitis using Bayesian networks – improving antibiotic selection in clinical practice

  Wu, Y., McLeod, C., Blyth, C., Bowen, A., Martin, A., Nicholson, A., Mascaro, S. & Snelling, T., Jul 2020, In : Artificial Intelligence in Medicine. 107, 101895.

  Research output: Contribution to journal › Article

  • Antibiotics
  • Pathogens
  • Osteomyelitis
  • Bayesian networks
  • Anti-Bacterial Agents
  1 Citation (Scopus)

• Predicting the effects of a changing environment on green turtle (Chelonia mydas) energetics: a Dynamic Energy Budget approach

  Stubbs, J., 2020, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  File

  • Chelonia mydas
  • climate change
  • energy
  • threatened species
  • reefs
  42 Downloads (Pure)

• Predicting the logarithmic distribution factors for coprecipitation into an organic salt: Selection of rare earths into a mixed oxalate

  Watts, H. & Leong, Y. K., Aug 2020, In : Minerals. 10, 8, p. 1-9 9 p., 712.

  Research output: Contribution to journal › Article

  Open Access

  • organic salt
  • Coprecipitation
  • Rare earths
  • oxalate
  • rare earth

• Predicting tunnel squeezing using a hybrid classifier ensemble with incomplete data

  Zhang, J., Li, D. & Wang, Y., 1 Aug 2020, In : Bulletin of Engineering Geology and the Environment. 79, 6, p. 3245-3256 12 p.

  Research output: Contribution to journal › Article

  • tunnel
  • Tunnels
  • Classifiers
  • voting
  • Rocks
  15 Citations (Scopus)

• Predicting uniaxial compressive strength of oil palm shell concrete using a hybrid artificial intelligence model

  Zhang, J., Li, D. & Wang, Y., 1 Jul 2020, In : Journal of Building Engineering. 30, 101282.

  Research output: Contribution to journal › Article

  • Palm oil
  • Artificial intelligence
  • Compressive strength
  • Concretes
  • Concrete aggregates
  14 Citations (Scopus)

• Prediction and network modelling of self-harm through daily self-report and history of self-injury

  Kyron, M. J., Hooke, G. R. & Page, A. C., 8 Apr 2020, In : Psychological Medicine.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Self-Injurious Behavior
  • Self Report
  • Psychology
  • Odds Ratio
  • Machine Learning
  1 Citation (Scopus)

  157 Downloads (Pure)

• Prediction of the terahertz absorption features with a straightforward molecular dynamics method

  Dai, X., Fan, S., Qian, Z., Wang, R., Wallace, V. P. & Sun, Y., 5 Aug 2020, In : Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy. 236, 118330.

  Research output: Contribution to journal › Article

  • Molecular dynamics
  • molecular dynamics
  • predictions
  • Absorption spectra
  • Stearic acid
  1 Citation (Scopus)

• Predictive value of non-specific bronchial challenge testing for respiratory symptoms and lung function in aluminium smelter workers

  Abramson, M. J., Gwini, S. M., De Klerk, N. H., Del Monaco, A., Dennekamp, M., Fritschi, L., Dimitriadis, C., Mohebbi, M., Musk, A. W. B. & Sim, M. R., 14 Jul 2020, In : Occupational and Environmental Medicine. 106344.

  Research output: Contribution to journal › Article

  • Aluminum
  • Forced Expiratory Volume
  • Vital Capacity
  • Methacholine Chloride
  • Lung
  1 Citation (Scopus)

• Predictors and Outcomes of Neurological Deterioration in Intracerebral Hemorrhage: Results from the TICH-2 Randomized Controlled Trial

  on behalf of TICH-2 investigators, Law, Z. K., Dineen, R., England, T. J., Cala, L., Mistri, A. K., Appleton, J. P., Ozturk, S., Bereczki, D., Ciccone, A., Bath, P. M. & Sprigg, N., 2020, (Accepted/In press) In : Translational Stroke Research.

  Research output: Contribution to journal › Article

  Open Access

  • Tranexamic Acid
  • Cerebral Hemorrhage
  • Randomized Controlled Trials
  • National Institutes of Health (U.S.)
  • Hematoma

• Predictors of a long length of stay in the emergency department for older people

  Sweeny, A., Keijzers, G., O'Dwyer, J., Arendts, G. & Crilly, J., 1 May 2020, In : Internal Medicine Journal. 50, 5, p. 572-581 10 p.

  Research output: Contribution to journal › Article

  • Hospital Emergency Service
  • Length of Stay
  • Hospital Information Systems
  • Pathology
  • Ambulances

• Predictors of ceasing or reducing statin medication following a large increase in the consumer copayment for medications: a retrospective observational study

  Seamon, K., Sanfilippo, F., Bulsara, M., Roughead, L., Kemp-Casey, A., Bulsara, C., Watts, G. F. & Preen, D., 10 Mar 2020, In : Public Health Research & Practice. 30, 1

  Research output: Contribution to journal › Article

  Open Access

  • Hydroxymethylglutaryl-CoA Reductase Inhibitors
  • Observational Studies
  • Retrospective Studies
  • Logistic Models
  • Demography

• Preface

  Blakeney, M. & Siddique, K. H. M., 1 Jan 2020, Local Knowledge, Intellectual Property and Agricultural Innovation. Springer Nature Singapore Pte Ltd, p. v-viii

  Research output: Chapter in Book/Conference paper › Foreword/postscript

• Preface: Eugenics and its Study

  Wilson, R. A., 2020, (Accepted/In press) Exploring the Relationship of Eugenics and Psychiatry: Canadian and Trans-Atlantic Perspectives 1905 – 1972. Stahnisch, F. W. & Kurbegović, E. (eds.). Athabasca University Press

  Research output: Chapter in Book/Conference paper › Chapter

• Preferential HLA-B27 Allorecognition Displayed by Multiple Cross-Reactive Antiviral CD8⁺ T Cell Receptors

  Rowntree, L. C., van den Heuvel, H., Sun, J., D'Orsogna, L. J., Nguyen, T. H. O., Claas, F. H. J., Rossjohn, J., Kotsimbos, T. C., Purcell, A. W. & Mifsud, N. A., 19 Feb 2020, In : Frontiers in Immunology. 11, 248.

  Research output: Contribution to journal › Article

  Open Access

  • HLA-B27 Antigen
  • T-Cell Antigen Receptor
  • Antiviral Agents
  • T-Lymphocytes
  • Heterologous Immunity

• Preferred Gait Characteristics in Young Adults in Qatar: Physiological, Perceptual, and Spatiotemporal Analysis

  Majed, L., Hansen, C. & Girard, O., 2020, In : Sage Open. 10, 3

  Research output: Contribution to journal › Article

  Open Access

  • Qatar
  • Young Adults
  • young adult
  • Group
  • Heart Rate

• Pregnancy and birth outcomes of mothers with intellectual disability and their infants: Advocacy needed to improve well-being

  Fairthorne, J., Bourke, J., O'Donnell, M., Wong, K., de Klerk, N., Llewellyn, G. & Leonard, H., Apr 2020, In : Disability and Health Journal. 13, 2, 100871.

  Research output: Contribution to journal › Article

  • Pregnancy Outcome
  • Intellectual Disability
  • Parturition
  • Mothers
  • Pregnancy Complications
  1 Citation (Scopus)

• Pregnancy outcomes amongst multiple sclerosis females with third trimester natalizumab use

  Triplett, J. D., Vijayan, S., Rajanayagam, S., Tuch, P. & Kermode, A. G., 1 May 2020, In : Multiple Sclerosis and Related Disorders. 40, 101961.

  Research output: Contribution to journal › Article

  • Natalizumab
  • Third Pregnancy Trimester
  • Pregnancy Outcome
  • Multiple Sclerosis
  • Pregnancy
  5 Citations (Scopus)

• Prenatal tobacco use and the risk of mood disorders in offspring: a systematic review and meta-analysis

  Duko, B., Ayano, G., Pereira, G., Betts, K. & Alati, R., 1 Dec 2020, In : Social Psychiatry and Psychiatric Epidemiology. 55, 12, p. 1549-1562 14 p.

  Research output: Contribution to journal › Review article

  • Tobacco Use
  • Mood Disorders
  • mood
  • nicotine
  • Meta-Analysis

• Preoperative anaemia management in patients undergoing vascular surgery

  the UK Cardiac and Vascular Surgery Interventional Anaemia Response (CAVIAR) study team, 2020, (Accepted/In press) In : British Journal of Surgery.

  Research output: Contribution to journal › Article

• Preoperative identification of children at high risk of obstructive sleep apnea

  Ohn, M., Eastwood, P. & von Ungern-Sternberg, B. S., 1 Mar 2020, In : Paediatric Anaesthesia. 30, 3, p. 221-231 11 p.

  Research output: Contribution to journal › Article

  • Obstructive Sleep Apnea
  • Sleep
  • Child
  • Adenoids
  • Anesthetists

• Preoperative intravenous iron before cardiac surgery: a prospective multicentre feasibility study

  Klein, A. A., Chau, M., Yeates, J. A., Collier, T., Evans, C., Agarwal, S. & Richards, T., Mar 2020, In : British Journal of Anaesthesia. 124, 3, p. 243-250 8 p.

  Research output: Contribution to journal › Article

  • Feasibility Studies
  • Thoracic Surgery
  • Multicenter Studies
  • Iron
  • Anemia
  4 Citations (Scopus)

• Preoperative intravenous iron for cardiac surgery

  Myles, P. S., Richards, T. & Klein, A., 12 Dec 2020, In : Lancet. 396, 10266, p. 1883-1884 2 p.

  Research output: Contribution to journal › Letter

• Preoperative intravenous iron to treat anaemia before major abdominal surgery (PREVENTT): a randomised, double-blind, controlled trial

  Richards, T., Baikady, R. R., Clevenger, B., Butcher, A., Abeysiri, S., Chau, M., Macdougall, I. C., Murphy, G., Swinson, R., Collier, T., Van Dyck, L., Browne, J., Bradbury, A., Dodd, M., Evans, R., Brealey, D., Anker, S. D. & Klein, A., 24 Oct 2020, In : The Lancet. 396, 10259, p. 1353-1361 9 p.

  Research output: Contribution to journal › Article

  Open Access

  • Anemia
  • Iron
  • Blood Transfusion
  • Placebos
  • Saline Solution
  7 Citations (Scopus)

• Pre-operative ketorolac efficacy with different anesthetics, irrigants during single visit root canal treatment of mandibular molars with acute irreversible pulpitis

  Nivedha, V., Sherwood, I. A., Abbott, P. V., Ramaprabha, B. & Bhargavi, P. V., 3 Apr 2020, In : Australian Endodontic Journal.

  Research output: Contribution to journal › Article

  • Pulpitis
  • Ketorolac
  • Dental Pulp Cavity
  • Anesthetics
  • Carticaine
  1 Citation (Scopus)