Research Output 1986 2020

2020
1 Citation (Scopus)

Training data independent image registration using generative adversarial networks and domain adaptation

Mahapatra, D. & Ge, Z., Apr 2020, In : Pattern Recognition. 100, 10 p., 107109.

Research output: Contribution to journalArticleResearchpeer-review

2019

A Comprehensive Framework to Capture the Arcana of Neuroimaging Analysis

Close, T. G., Ward, P. G. D., Sforazzini, F., Goscinski, W., Chen, Z. & Egan, G. F., 24 Jun 2019, (Accepted/In press) In : Neuroinformatics. 21 p.

Research output: Contribution to journalArticleResearchpeer-review

Adversarial discriminative sim-to-real transfer of visuo-motor policies

Zhang, F., Leitner, J., Ge, Z., Milford, M. & Corke, P., Sep 2019, In : International Journal of Robotics Research. 38, 10-11, p. 1229-1245 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Improving multi-label ChestX-ray disease diagnosis by exploiting disease and health labels dependencies

Ge, Z., Mahapatra, D., Chang, X., Chen, Z., Chi, L. & Lu, H., 14 Nov 2019, (Accepted/In press) In : Multimedia Tools and Applications. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Mining knowledge graphs for vision tasks

Chang, X., Zhu, F., Bi, X., Guan, W., Ge, Z. & Luo, M., 2019, Database Systems for Advanced Applications : DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA Chiang Mai, Thailand, April 22–25, 2019 Proceedings. Li, G., Yang, J., Gama, J., Natwichai, J. & Tong, Y. (eds.). Cham Switzerland: Springer, p. 592-594 3 p. (Lecture Notes in Computer Science ; vol. 11448 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Open Access
File

PeNGaRoo, a combined gradient boosting and ensemble learning framework for predicting non-classical secreted proteins

Zhang, Y., Yu, S., Xie, R., Li, J., Leier, A., Marquez-Lago, T. T., Akutsu, T., Smith, A. I., Ge, Z., Wang, J., Lithgow, T. & Song, J., 8 Aug 2019, (Accepted/In press) In : Bioinformatics. 8 p., btz629.

Research output: Contribution to journalArticleResearchpeer-review

Retinal abnormalities recognition using regional multitask learning

Wang, X., Ju, L., Zhao, X. & Ge, Z., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019: 22nd International Conference, Proceedings. Shen, D., Liu, T., Peters, T. M., Staib, L. H., Essert, C., Zhou, S., Yap, P-T. & Khan, A. (eds.). 1st ed. Cham Switzerland: Springer, p. 30-38 9 p. (Lecture Notes in Computer Science; vol. 11764).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

The Australian Research Data Commons

Barker, M., Wilkinson, R. & Treloar, A., 2019, In : Data Science Journal. 18, 1, 7 p., 44.

Research output: Contribution to journalArticleOtherpeer-review

Open Access

Training data independent image registration with gans using transfer learning and segmentation information

Mahapatra, D. & Ge, Z., 2019, Proceedings of 2019 IEEE International Symposium on Biomedical Imaging. Meijering, E. & Linguraru, M. G. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 709-713 5 p. 8759247. (Proceedings - International Symposium on Biomedical Imaging).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Underwater image high definition display using the multilayer perceptron and color feature-based SRCNN

Li, Y., Ma, C., Zhang, T., Li, J., Ge, Z., Li, Y. & Serikawa, S., 2019, In : IEEE Access. 7, p. 83721-83728 8 p., 8746235.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
2018
4 Citations (Scopus)

Best practice data life cycle approaches for the life sciences

Griffin, P. C., Khadake, J., LeMay, K. S., Lewis, S. E., Orchard, S., Pask, A., Pope, B., Roessner, U., Russell, K., Seemann, T., Treloar, A., Tyagi, S., Christiansen, J. H., Dayalan, S., Gladman, S., Hangartner, S. B., Hayden, H. L., Ho, W. W. H., Keeble-Gagnère, G., Korhonen, P. K. & 7 others, Neish, P., Prestes, P. R., Richardson, M. F., Watson-Haigh, N. S., Wyres, K. L., Young, N. D. & Schneider, M. V., 4 Jun 2018, In : F1000Research. 6, 22 p., 1618.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
1 Citation (Scopus)

Bubbles on Mars: 360° play and performance on EVA

Jane Pell, S., Barnes, D. G. & Mueller, F., 1 Jan 2018, In : Proceedings of the International Astronautical Congress, IAC. 2018-October

Research output: Contribution to journalConference articleOther

8 Citations (Scopus)

Combining images and anatomical knowledge to improve automated vein segmentation in MRI

Ward, P. G. D., Ferris, N. J., Raniga, P., Dowe, D. L., Ng, A. C. L., Barnes, D. G. & Egan, G. F., 2018, In : NeuroImage. 165, p. 294-605 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Immersive virtual reality experiences for all-sky data

Fluke, C. J. & Barnes, D. G., 2018, In : Publications of the Astronomical Society of Australia. 35, 10 p., e026.

Research output: Contribution to journalArticleResearchpeer-review

5 Citations (Scopus)

Joint registration and segmentation of xray images using generative adversarial networks

Mahapatra, D., Ge, Z., Sedai, S. & Chakravorty, R., 1 Jan 2018, Machine Learning in Medical Imaging: 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Shi, Y., Suk, H-I. & Liu, M. (eds.). Cham Switzerland: Springer, Vol. 11046. p. 73-80 8 p. (Lecture Notes in Computer Science ; vol. 11046).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

6 Citations (Scopus)

Learning Context Flexible Attention Model for Long-Term Visual Place Recognition

Chen, Z., Liu, L., Sa, I., Ge, Z. & Chli, M., 1 Oct 2018, In : IEEE Robotics and Automation Letters. 3, 4, p. 4015-4022 8 p., 8421024.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Line of fire – what happened at the Wantabadgery seige?

Byard, R. W., Ford, A., Raymond, T., Sofonia, J. J., Kaluza, O. & Barnes, D. G., Mar 2018, In : Forensic Science, Medicine, and Pathology. 14, 1, p. 133-138 6 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Numerical analysis of the role of radiogenic basement on temperature distribution in the St. Lawrence Lowlands, Québec

Liu, H., Giroux, B., Harris, L. B., Quenette, S. M. & Mansour, J., 1 Dec 2018, In : Geothermal Energy. 6, 26 p., 30.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
1 Citation (Scopus)

Use of 3D scanning technology to determine bus access for people using powered mobility aids

Unsworth, C. A., Chua, J., Naweed, A., Gudimetla, P., Nguyen, T. D. & Barnes, D. G., 1 Sep 2018, In : Journal of Transport and Health. 10, p. 350-360 11 p.

Research output: Contribution to journalArticleResearchpeer-review

2017

3D-stereoscopic immersive analytics projects at Monash University and University of Konstanz

Sommer, B., Barnes, D. G., Boyd, S., Chandler, T., Cordeil, M., Czauderna, T., Klapperstueck, M., Klein, K., Nguyen, T. D., Nim, H., Stephens, K., Vohl, D., Wang, S., Wilson, E., Zhu, Y., Li, J., McCormack, J., Marriott, K. & Schreiber, F., 2017, Stereoscopic Displays and Applications XXVIII (SD&A 2017): 30 January - 1 February 2017, Burlingame, California, USA, part of IS&T's International Symposium on Electronic Imaging: Science and Technology [Proceedings]. Springfield VA USA: Society for Imaging Science and Technology, p. 1-9 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

17 Citations (Scopus)

Four simple recommendations to encourage best practices in research software

Jiménez, R. C., Kuzak, M., Alhamdoosh, M., Barker, M., Batut, B., Borg, M., Capella-Gutierrez, S., Chue Hong, N., Cook, M., Corpas, M., Flannery, M., Garcia, L., Gelpí, J. L., Gladman, S., Goble, C., González Ferreiro, M., Gonzalez-Beltran, A., Griffin, P. C., Grüning, B., Hagberg, J. & 29 others, Holub, P., Hooft, R., Ison, J., Katz, D. S., Leskošek, B., López Gómez, F., Oliveira, L. J., Mellor, D., Mosbergen, R., Mulder, N., Perez-Riverol, Y., Pergl, R., Pichler, H., Pope, B., Sanz, F., Schneider, M. V., Stodden, V., Suchecki, R., Svobodová Vařeková, R., Talvik, H. A., Todorov, I., Treloar, A., Tyagi, S., van Gompel, M., Vaughan, D., Via, A., Wang, X., Watson-Haigh, N. S. & Crouch, S., 2017, In : F1000Research. 6, 13 p., 876.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
4 Citations (Scopus)

Improved quantification of cerebral vein oxygenation using partial volume correction

Ward, P. G. D., Fan, A. P., Raniga, P., Barnes, D. G., Dowe, D. L., Ng, A. C. L. & Egan, G. F., 27 Feb 2017, In : Frontiers in Neuroscience. 11, 12 p., 89.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Real-time colouring and filtering with graphics shaders

Vohl, D., Fluke, C. J., Barnes, D. G. & Hassan, A. H., Nov 2017, In : Monthly Notices of the Royal Astronomical Society. 471, 3, p. 3323-3346 24 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Vein segmentation using shape-based Markov random fields

Ward, P. G. D., Ferris, N. J., Raniga, P., Ng, A. C. L., Barnes, D. G., Dowe, D. L. & Egan, G. F., 15 Jun 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE, Institute of Electrical and Electronics Engineers, p. 1133-1136 4 p. 7950716

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

2016
28 Citations (Scopus)

A window for plate tectonics in terrestrial planet evolution?

O'Neill, C., Lenardic, A., Weller, M., Moresi, L., Quenette, S. & Zhang, S., 1 Jun 2016, In : Physics of the Earth and Planetary Interiors. 255, p. 80-92 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Collaborative visual analytics of radio surveys in the Big Data era

Vohl, D., Fluke, C. J., Hassan, A. H., Barnes, D. G. & Kilborn, V. A., 2016, In : Proceedings of the International Astronomical Union. 12, S325, p. 311-315 5 p.

Research output: Contribution to journalArticleOtherpeer-review

Group cohesion in online white supremacist communities: what external events make these groups stronger?

Bliuc, A-M., Betts, J., Faulkner, N., Vergani, M., Iqbal, M. & Chow, R. J., 2016, Annual Conference of the Society of Australasian Social Psychologists 2016. Society of Australasian Social Psychologists

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Group cohesion in online white supremacist communities – integrating social network and computerised linguistic analyses

Bliuc, A-M., Betts, J., Faulkner, N., Vergani, M., Chow, R. J. & Iqbal, M., 2016, VOX-Pol Mid-Project Conference 2016.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

2 Citations (Scopus)

Large-scale comparative visualisation of sets of multidimensional data

Vohl, D., Barnes, D. G., Fluke, C. J., Poudel, G., Georgiou-Karistianis, N., Hassan, A. H., Benovitski, Y., Wong, T. H., Kaluza, O., Nguyen, T. D. & Bonnington, C. P., 2016, In : PeerJ Computer Science. 2, 10, 36 p., e88.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Mapping venous metrics in a large cohort of healthy elderly individuals

Ward, P. G. D., Raniga, P., Ferris, N. J., Barnes, D. G., Dowe, D. L., Storey, E., Woods, R. L. & Egan, G. F., 2016.

Research output: Contribution to conferenceAbstractOther

24 Citations (Scopus)

Open data in global environmental research: the Belmont Forum's open data survey

Schmidt, B., Gemeinholzer, B. & Treloar, A., Jan 2016, In : PLoS ONE. 11, 1, 29 p., e0146695.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Partial volume correction of quantitative susceptibility maps for oxygen extraction fraction measurements

Ward, P., Fan, A. P., Raniga, P., Barnes, D. G., Dowe, D. L. & Egan, G. F., 2016. 4 p.

Research output: Contribution to conferenceAbstractOther

Social cohesiveness in online white supremacist communities: a social network analysis identifying the role of external events

Bliuc, A-M., Betts, J., Faulkner, N., Vergani, M., Iqbal, M. & Chow, R. J., 2016, Annual Conference of the International Society of Political Psychology 2016. International Society of Political Psychology

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Stereoscopic space map – semi-immersive configuration of 3D-stereoscopic tours in multi-display environments

Sommer, B., Hamacher, A., Kaluza, O., Czauderna, T., Klapperstueck, M., Biere, N., Civico, M., Thomas, B., Barnes, D. G. & Schreiber, F., 14 Feb 2016, Stereoscopic Displays and Applications XXVII (SD&A 2016): 15–17 February 2016, San Francisco, CA, USA, part of IS&T's International Symposium on Electronic Imaging: Science and Technology [Proceedings]. Springfield, VA: Society for Imaging Science and Technology, 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Open Access
File

Venous metrics in a large cohort of healthy elderly individuals from susceptibility-weighted images and quantitative susceptibility maps

Ward, P. G. D., Raniga, P., Ferris, N. J., Barnes, D. G., Dowe, D. L., Storey, E., Woods, R. L. & Egan, G. F., 2016. 3 p.

Research output: Contribution to conferenceAbstractOther

2015

Consistency of commonly applied vessel segmentation methods for magnetic resonance venography

Ward, P. G. D., Raniga, P., Ferris, N. J., Ng, A. C. L., Barnes, D. G., Dowe, D. L., Storey, E., Woods, R. L. & Egan, G. F., 2015, p. 3760. 1 p.

Research output: Contribution to conferenceAbstractOther

20 Citations (Scopus)

Data management challenges in analysis and synthesis in the ecosystem sciences

Specht, A., Guru, S., Houghton, L., Keniger, L., Driver, P., Ritchie, E. G., Lai, K. & Treloar, A. E., 2015, In : Science of the Total Environment. 534, 15, p. 144 - 158 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Design, implementation and operation of a multimodality research imaging informatics repository

Nguyen, T. D., Raniga, P., Barnes, D. G. & Egan, G. F., 2015, In : Health Information Science and Systems. 3, 1, 10 p., 56.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Enabling non-invasive vein imaging

Ward, P., Barnes, D. G., Dowe, D. L., Egan, G. F. & Raniga, P., 15 Oct 2015.

Research output: Contribution to conferencePosterOther

8 Citations (Scopus)

Examining the Reference Management Practices of Humanities and Social Science Postgraduate Students and Academics

Melles, A. & Unsworth, K., 2015, In : Australian Academic & Research Libraries. 46, 4, p. 249 - 274 26 p.

Research output: Contribution to journalArticleResearchpeer-review

12 Citations (Scopus)

Forearm range of motion in Australovenator wintonensis (Theropoda, Megaraptoridae)

White, M. A., Bell, P. R., Cook, A., Barnes, D. G., Tischler, T. R., Bassam, B. J. & Elliott, D. A., 2015, In : PLoS ONE. 10, 9, 20 p., e0137709.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
12 Citations (Scopus)

Simulating the dynamic effect of land use and transport policies on the health of populations

McClure, R. J., Adriazola-Steil, C., Mulvihill, C. M., Fitzharris, M. P., Salmon, P. M., Bonnington, C. P. & Stevenson, M. R., 2015, In : American Journal of Public Health. 105, S2, p. 223 - 229 7 p.

Research output: Contribution to journalArticleResearchpeer-review

25 Citations (Scopus)

The Murchison Widefield Array correlator

Ord, S. M., Crosse, B., Emrich, D., Pallot, D., Wayth, R. B., Clark, M. A., Tremblay, S., Arcus, W., Barnes, D. G., Bell, M. E., Bernardi, G., Bhat, N. D. R., Bowman, J., Briggs, F. H., Bunton, J. D., Cappallo, R. J., Corey, B. E., Deshpande, A., deSouza, L., Ewall-Wice, A. & 30 others, Feng, L., Goeke, R. F., Greenhill, L. J., Hazelton, B. J., Herne, D. E., Hewitt, J. N., Hindson, L., Hurley-Walker, N., Jacobs, D., Johnston-Hollitt, M., Kaplan, D. L., Kasper, J. C., Kincaid, B. B., Koenig, R., Kratzenberg, E., Kudryavtseva, N., Lenc, E., Lonsdale, C. J., Lynch, M. J., McKinley, B., McWhirter, S. R., Mitchell, D. A., Morales, M. F., Morgan, E. H., Oberoi, D., Offringa, A. R., Pathikulangara, J., Pindor, B., Prabu, T. & Procopio, P., 2015, In : Publications of the Astronomical Society of Australia. 32, 006, p. 1 - 14 14 p.

Research output: Contribution to journalArticleResearchpeer-review

5 Citations (Scopus)

Underworld-GT applied to Guangdong, a tool to explore the geothermal potential of the crust

Quenette, S., Xi, Y., Mansour, J., Moresi, L. & Abramson, D., 2015, In : Journal of Earth System Science. 26, 1, p. 78-88 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Venous segmentation using Gaussian mixture models and Markov random fields

Ward, P. G. D., Ferris, N. J., Ng, A. C. L., Barnes, D. G., Dowe, D. L., Egan, G. F. & Raniga, P., 2015, p. 3759. 1 p.

Research output: Contribution to conferenceAbstractOtherpeer-review

4 Citations (Scopus)

Who uses the digital data archive? An exploratory study of DANS

Borgman, C. L., Van de Sompel, H., Scharnhorst, A., van den Berg, H. & Treloar, A., 2015, Proceedings of the 78th Association for Information Science and Technology Annual Meeting (ASIS&T 2015): St. Louis, MO, USA; 6-10 November 2015. John Wiley & Sons, p. 1-4 4 p. (Proceedings of the Association for Information Science and Technology; vol. 52, no. 1). (Proceedings of the Association for Information Science and Technology).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Open Access
File
2014
35 Citations (Scopus)

A new 1.4 GHz radio continuum map of the sky south of declination +25 degree

Calabretta, M. R., Staveley-Smith, L. G. & Barnes, D. G., 2014, In : Publications of the Astronomical Society of Australia. 31, 1, p. 1 - 28 28 p.

Research output: Contribution to journalArticleResearchpeer-review

11 Citations (Scopus)

An interactive three dimensional approach to anatomical description-the jaw musculature of the Australian laughing kookaburra (Dacelo novaeguineae)

Quayle, M. R., Barnes, D., Kaluza, O. & McHenry, C. R., 2014, In : PeerJ. 2014, 1 (Art. No: e355), p. 1 - 18 18 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
36 Citations (Scopus)

A survey for transients and variables with the Murchison Widefield Array 32-tile prototype at 154 MHz

Bell, M., Murphy, T., Kaplan, D. L., Hancock, P. J., Gaensler, B. M., Banyer, J., Bannister, K., Trott, C., Hurley-Walker, N., Wayth, R. B., Macquart, J-P., Arcus, W., Barnes, D. G., Bernardi, G., Bowman, J. D., Briggs, F., Bunton, J., Cappallo, R., Corey, B. E., Deshpande, A. & 38 others, deSouza, L., Emrich, D., Goeke, R. F., Greenhill, L., Hazelton, B. J., Herne, D. E., Hewitt, J. N., Johnston-Hollitt, M., Kasper, J. C., Kincaid, B. B., Koenig, R., Kratzenberg, E., Lonsdale, C. J., Lynch, M. J., McWhirter, S. R., Mitchell, D. A., Morales, M. F., Morgan, E. H., Oberoi, D., Ord, S. M., Pathikulangara, J., Prabu, T., Remillard, R. A., Rogers, A. E. E., Roshi, A. A., Salah, J. E., Sault, R. J., Udaya-Shankar, N., Srivani, K. S., Stevens, J., Subrahmanyan, R., Tingay, S. J., Waterson, M. F., Webster, R. L., Whitney, A. R., Williams, A., Williams, C. L. & Wyithe, J. S. B., 2014, In : Monthly Notices of the Royal Astronomical Society. 438, 1 (Art # stt2200), p. 352 - 367 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
7 Citations (Scopus)

Building global infrastructure for data sharing and exchange through the research data alliance

Berman, F., Wilkinson, R. G. & Wood, J., 2014, In : D-Lib Magazine. 20, 1/2, p. 1 - 4 4 p.

Research output: Contribution to journalLetterOther