Toàn D. Nguyên

According to our database, Toàn D. Nguyên authored at least 9 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Author Correction: Hierarchical skin lesion image classification with prototypical decision tree.

Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge

npj Digit. Medicine, 2025

Hierarchical skin lesion image classification with prototypical decision tree.

Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge

npj Digit. Medicine, 2025

2023

Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis.

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

CoRR, 2023

2022

Early Melanoma Diagnosis With Sequential Dermoscopic Images.

Zhen Yu, Jennifer Nguyen, Toàn D. Nguyên, John Kelly, Catriona A. McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge

IEEE Trans. Medical Imaging, 2022

Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.

Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2017

3D-Stereoscopic Immersive Analytics Projects at Monash University and University of Konstanz.

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

Proceedings of the Stereoscopic Displays and Applications XXVIII, Burlingame, CA, USA, January 29, 2017

2016

Large-scale comparative visualisation of sets of multidimensional data.

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

PeerJ Comput. Sci., 2016

2015

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

Toàn D. Nguyên, Parnesh Raniga, David G. Barnes, Gary F. Egan

Health Inf. Sci. Syst., 2015

2014

The multi-modal Australian ScienceS Imaging and Visualization Environment (MASSIVE) high performance computing infrastructure: applications in neuroscience and neuroinformatics research.

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

Frontiers Neuroinformatics, 2014