Toàn D. Nguyên

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Author Correction: Hierarchical skin lesion image classification with prototypical decision tree.
npj Digit. Medicine
Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2025 J jnl
Hierarchical skin lesion image classification with prototypical decision tree.
npj Digit. Medicine
Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2023 J jnl
Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis.
CoRR
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
2022 J jnl
Early Melanoma Diagnosis With Sequential Dermoscopic Images.
IEEE Trans. Medical Imaging
Zhen Yu, Jennifer Nguyen, Toàn D. Nguyên, John Kelly, Catriona A. McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2022 — conf
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.
MICCAI (3)
Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
2022 J jnl
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.
CoRR
Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
2021 J jnl
Early Melanoma Diagnosis with Sequential Dermoscopic Images.
CoRR
Zhen Yu, Jennifer Nguyen, Toàn D. Nguyên, John Kelly, Catriona A. McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2017 — conf
3D-Stereoscopic Immersive Analytics Projects at Monash University and University of Konstanz.
SD&A
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
2016 J jnl
Large-scale comparative visualisation of sets of multidimensional data.
CoRR
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
2016 J jnl
Large-scale comparative visualisation of sets of multidimensional data.
PeerJ Comput. Sci.
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
2015 J jnl
Design, implementation and operation of a multimodality research imaging informatics repository.
Health Inf. Sci. Syst.
Toàn D. Nguyên, Parnesh Raniga, David G. Barnes, Gary F. Egan
2014 J jnl
The multi-modal Australian ScienceS Imaging and Visualization Environment (MASSIVE) high performance computing infrastructure: applications in neuroscience and neuroinformatics research.
Frontiers Neuroinformatics
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