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Toàn D. Nguyên
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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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