424 citations · 477 across the 9 of their papers we have counts for
10 papers
An Adversarial Approach to Register Extreme Resolution Tissue Cleared 3D Brain Images
Abdullah Naziba, Clinton Fookes, Dimitri Perrin
We developed a generative patch based 3D image registration model that can register very high resolution images obtained from a biochemical process name tissue clearing. Tissue cle…
Piecewise Deterministic Markov Processes for Bayesian Neural Networks
Ethan Goan, Dimitri Perrin, Kerrie Mengersen +1
Inference on modern Bayesian Neural Networks (BNNs) often relies on a variational inference treatment, imposing violated assumptions of independence and the form of the posterior.…
The Coming of Age of Nucleic Acid Vaccines during COVID-19
Halie M. Rando, Ronan Lordan, Likhitha Kolla +8
In the 21st century, several emergent viruses have posed a global threat. Each pathogen has emphasized the value of rapid and scalable vaccine development programs. The ongoing SAR…
Application of Traditional Vaccine Development Strategies to SARS-CoV-2
Halie M. Rando, Ronan Lordan, Alexandra J. Lee +7
Over the past 150 years, vaccines have revolutionized the relationship between people and disease. During the COVID-19 pandemic, technologies such as mRNA vaccines have received at…
Molecular and Serologic Diagnostic Technologies for SARS-CoV-2
Halie M. Rando, Christian Brueffer, Ronan Lordan +10
The COVID-19 pandemic has presented many challenges that have spurred biotechnological research to address specific problems. Diagnostics is one area where biotechnology has been c…
A Multiple Decoder CNN for Inverse Consistent 3D Image Registration
Abdullah Nazib, Clinton Fookes, Olivier Salvado +1
The recent application of deep learning technologies in medical image registration has exponentially decreased the registration time and gradually increased registration accuracy w…