Dimitri Perrin

According to our database, Dimitri Perrin authored at least 37 papers between 2006 and 2023.

Collaborative distances:

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

2023

Piecewise Deterministic Markov Processes for Bayesian Neural Networks.

Ethan Goan, Dimitri Perrin, Kerrie L. Mengersen, Clinton Fookes

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2021

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge.

Solveig K. Sieberts, Jennifer Schaff, Marlena Duda, Bálint Á Pataki, Ming Sun, Phil Snyder, Jean-Francois Daneault, Federico Parisi, Gianluca Costante, Udi Rubin, Peter Banda, Yooree Chae, Elias Chaibub Neto, Earl Ray Dorsey, Zafer Aydin, Aipeng Chen, Laura L. Elo, Carlos Espino, Enrico Glaab, Ethan Goan, Fatemeh Noushin Golabchi, Yasin Görmez, Maria K. Jaakkola, Jitendra Jonnagaddala, Riku Klén, Dongmei Li, Christian McDaniel, Dimitri Perrin, Thanneer M. Perumal, Nastaran Mohammadian Rad, Erin Rainaldi, Stefano Sapienza, Patrick Schwab, Nikolai Shokhirev, Mikko S. Venäläinen, Gloria Vergara-Diaz, Yuqian Zhang, Avner G. S. Abrami, Aditya Adhikary, Carla Agurto, Sherry Bhalla, Halil Ibrahim Bilgin, Vittorio Caggiano, Jun Cheng, Eden Deng, Qiwei Gan, Rajan Girsa, Zhi Han, Stephen Heisig, Kun Huang, Samad Jahandideh, Wolfgang Kopp, Christoph F. Kurz, Gregor Lichtner, Raquel Norel, G. P. S. Raghava, Tavpritesh Sethi, Nicholas Shawen, Vaibhav Tripathi, Matthew Tsai, Tongxin Wang, Yi Wu, Jie Zhang, Xinyu Zhang, Yuanjia Wang, Yuanfang Guan, Daniela Brunner, Paolo Bonato, Lara M. Mangravite, Larsson Omberg

npj Digit. Medicine, 2021

A Multiple Decoder Cnn For Inverse Consistent 3d Image Registration.

Abdullah Nazib, Clinton Fookes, Olivier Salvado, Dimitri Perrin

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Flood Detection in Social Media Using Multimodal Fusion on Multilingual Dataset.

Rabiul Islam Jony, Alan Woodley, Dimitri Perrin

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020

Fusing Visual Features and Metadata to Detect Flooding in Flickr Images.

Rabiul Islam Jony, Alan Woodley, Dimitri Perrin

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019

A benchmark of computational CRISPR-Cas9 guide design methods.

Jacob Bradford, Dimitri Perrin

PLoS Comput. Biol., 2019

Sleep monitoring with the Apple Watch: comparison to a clinically validated actigraph.

Sirinthip Roomkham, Michael Hittle, Joseph Cheung, David R. Lovell, Emmanuel Mignot, Dimitri Perrin

F1000Research, 2019

Dense Deformation Network for High Resolution Tissue Cleared Image Registration.

Abdullah Nazib, Clinton Fookes, Dimitri Perrin

CoRR, 2019

Towards Extreme-Resolution Image Registration with Deep Learning.

Abdullah Nazib, Clinton Fookes, Dimitri Perrin

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

High Resolution Change Detection Using Planet Mosaic.

Alan Woodley, Connor McLaughlin, Holly Hutson, Shlomo Geva, Timothy Chappell, Wayne Kelly, Dimitri Perrin, Wageeh W. Boles, Lance De Vine

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Change Detection over the State of Queensland using High Resolution Planet Satellite Mosaics.

Connor McLaughlin, Holly Hutson, Lance De Vine, Alan Woodley, Shlomo Geva, Timothy Chappell, Wayne Kelly, Wageeh W. Boles, Dimitri Perrin

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Flood Detection in Social Media Images using Visual Features and Metadata.

Rabiul Islam Jony, Alan Woodley, Dimitri Perrin

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

2018

Recursive module extraction using Louvain and PageRank.

Dimitri Perrin, Guido Zuccon

F1000Research, 2018

A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data.

Abdullah Nazib, Clinton Fookes, Dimitri Perrin

CoRR, 2018

Performance of Image Registration Tools on High-Resolution 3D Brain Images.

Abdullah Nazib, James Galloway, Clinton Fookes, Dimitri Perrin

CoRR, 2018

Rapid analysis of metagenomic data using signature-based clustering.

Timothy Chappell, Shlomo Geva, James M. Hogan, Flavia Huygens, Irani U. Rathnayake, Stephen Rudd, Wayne Kelly, Dimitri Perrin

BMC Bioinform., 2018

Performance of Registration Tools on High-Resolution 3D Brain Images.

Abdullah Nazib, James Galloway, Clinton Fookes, Dimitri Perrin

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Ensemble Classification Technique for Water Detection in Satellite Images.

Rabiul Islam Jony, Alan Woodley, Aishvarya Raj, Dimitri Perrin

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Rapid hierarchical clustering of biological sequences.

Timothy Chappell, Shlomo Geva, James M. Hogan, Dimitri Perrin

Proceedings of the 23rd Australasian Document Computing Symposium, 2018

2017

The use of neural networks in the analysis of sleep stages and the diagnosis of narcolepsy.

Jens B. Stephansen, Aditya Ambati, Eileen B. Leary, Hyatt E. Moore IV, Oscar Carrillo, Ling Lin, Birgit Högl, Ambra Stefani, Seung Chul Hong, Tae Won Kim, Fabio Pizza, Giuseppe Plazzi, Stefano Vandi, Elena Antelmi, Dimitri Perrin, Samuel T. Kuna, Paula K. Schweitzer, Clete Kushida, Paul E. Peppard, Poul Jennum, Helge B. D. Sørensen, Emmanuel Mignot

CoRR, 2017

Armbeta: towards accessible wearable technology to quantify upper limb movement and activities.

Lok Sum Lo, James Galloway, Bernd Ploderer, Dimitri Perrin

Proceedings of the 29th Australian Conference on Computer-Human Interaction, 2017

Signature-based clustering for analysis of the wound microbiome.

Timothy Chappell, Shlomo Geva, James M. Hogan, Flavia Huygens, Wayne Kelly, Dimitri Perrin

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2014

Building cross-scale models of epigenetic mechanisms.

Heather J. Ruskin, Dimitri Perrin, Irina A. Roznovat

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013

Optimisation algorithms for microarray biclustering.

Dimitri Perrin, Christophe Duhamel

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Efficiency of Parallelisation of Genetic Algorithms in the Data Analysis Context.

Dimitri Perrin, Christophe Duhamel

Proceedings of the IEEE 37th Annual Computer Software and Applications Conference, 2013

Performance Evaluation of Cloud-Based Parallel Computing.

Yuto Nakai, Dimitri Perrin, Hiroyuki Ohsaki, Ray Walshe

Proceedings of the IEEE 37th Annual Computer Software and Applications Conference, 2013

2012

Impact of mobility and topology on information diffusion in MANETs.

Dimitri Perrin, Hiroyuki Ohsaki

Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

High-Performance Computing for Data Analytics.

Dimitri Perrin, Marija Bezbradica, Martin Crane, Heather J. Ruskin, Christophe Duhamel

Proceedings of the 16th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2012

Decentralised Communication in Autonomous Agent Swarms.

Dimitri Perrin, Hiroyuki Ohsaki

Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012

Impact of Mobility Constraints on Epidemic Broadcast Mechanisms in Delay-Tolerant Networks.

Hiroyuki Ohsaki, Yosuke Yamada, Dimitri Perrin, Makoto Imase

Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012

2010

Edge-Weighting of Gene Expression Graphs.

Grainne Kerr, Dimitri Perrin, Heather J. Ruskin, Martin Crane

Adv. Complex Syst., 2010

2009

Visualization of Complex Biological Systems: An Immune Response Model Using OpenGL.

John Burns, Heather J. Ruskin, Dimitri Perrin, John Walsh

Proceedings of the Complex Sciences, 2009

Considerations for a Social and Geographical Framework for Agent-Based Epidemics.

Benoit Claude, Dimitri Perrin, Heather J. Ruskin

Proceedings of the International Conference on Computational Aspects of Social Networks, 2009

From Bio-inspired Computing to E-Biology.

Dimitri Perrin, Heather J. Ruskin

Proceedings of the Seventh International Conference on Creating, 2009

2008

Epigenetic Modelling.

Dimitri Perrin, Heather J. Ruskin, Martin Crane, Ray Walshe

ERCIM News, 2008

Large-Scale Immune Models and Visualization.

Dimitri Perrin, John Burns

ERCIM News, 2008

2006

An Agent-Based Approach to Immune Modelling.

Dimitri Perrin, Heather J. Ruskin, John Burns, Martin Crane

Proceedings of the Computational Science and Its Applications, 2006