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2020 – today
- 2023
[i4]Deval Mehta, Brigid Betz-Stablein, Toàn D. Nguyên, Yaniv Gal, Adrian Bowling, Martin Haskett, Maithili Sashindranath, C. Paul Bonnington, Victoria Mar, H. Peter Soyer, Zongyuan Ge:
Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis. CoRR abs/2311.01009 (2023)- 2022
- [j4]Zhen Yu
, Jennifer Nguyen, Toàn D. Nguyên, John Kelly, Catriona A. McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge:
Early Melanoma Diagnosis With Sequential Dermoscopic Images. IEEE Trans. Medical Imaging 41(3): 633-646 (2022) - [c2]Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge:
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. MICCAI (3) 2022: 594-603 - [i3]Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge:
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. CoRR abs/2209.05842 (2022) - 2021
- [i2]Zhen Yu, Jennifer Nguyen, Toàn D. Nguyên, John Kelly, Catriona A. McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge:
Early Melanoma Diagnosis with Sequential Dermoscopic Images. CoRR abs/2110.05976 (2021)
2010 – 2019
- 2017
- [c1]Björn Sommer, David G. Barnes, Sarah E. Boyd, Tom Chandler, Maxime Cordeil, Tobias Czauderna, Matthias Klapperstück, Karsten Klein, Toàn D. Nguyên, Hieu T. Nim, Kingsley Stephens, Dany Vohl, Stephen Jia Wang, Elliott Wilson, Yan Zhu, Jian Li, Jon McCormack, Kim Marriott, Falk Schreiber:
3D-Stereoscopic Immersive Analytics Projects at Monash University and University of Konstanz. SD&A 2017: 179-187 - 2016
- [j3]Dany Vohl, David G. Barnes, Christopher J. Fluke, Govinda R. Poudel, Nellie Georgiou-Karistianis, Amr H. Hassan, Yuri Benovitski, Tsz Ho Wong, Owen Kaluza, Toàn D. Nguyên, C. Paul Bonnington:
Large-scale comparative visualisation of sets of multidimensional data. PeerJ Comput. Sci. 2: e88 (2016) - [i1]Dany Vohl, David G. Barnes, Christopher J. Fluke, Govinda R. Poudel, Nellie Georgiou-Karistianis, Amr H. Hassan, Yuri Benovitski, Tsz Ho Wong, Owen Kaluza, Toàn D. Nguyên, C. Paul Bonnington:
Large-scale comparative visualisation of sets of multidimensional data. CoRR abs/1610.00760 (2016) - 2015
- [j2]Toàn D. Nguyên, Parnesh Raniga, David G. Barnes, Gary F. Egan:
Design, implementation and operation of a multimodality research imaging informatics repository. Health Inf. Sci. Syst. 3(1) (2015) - 2014
- [j1]Wojtek Goscinski, Paul McIntosh, Ulrich Claus Felzmann, Anton Maksimenko, Christopher Hall, Timur Gureyev, Darren Thompson, Andrew L. Janke, Graham J. Galloway, Neil E. B. Killeen, Parnesh Raniga, Owen Kaluza, Amanda Ng, Govinda R. Poudel, David G. Barnes, Toàn D. Nguyên, C. Paul Bonnington, Gary F. Egan:
The multi-modal Australian ScienceS Imaging and Visualization Environment (MASSIVE) high performance computing infrastructure: applications in neuroscience and neuroinformatics research. Frontiers Neuroinformatics 8: 30 (2014)
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