159 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Commonwealth Scientific and Industrial Research OrganisationAU4 papers
- Australian e-Health Research CentreAU3 papers
- Data61AU3 papers
- ARC Centre of Excellence for Mathematical and Statistical FrontiersAU1 paper
- Centre de Recherche en Mathématiques de la DécisionFR1 paper
- Centre for Arctic Gas Hydrate, Environment and ClimateNO1 paper
- Kongsberg Satellite Services (Norway)NO1 paper
- Macquarie UniversityAU1 paper
- Monash UniversityAU1 paper
- Norwegian Institute of Marine ResearchNO1 paper
- Queensland University of TechnologyAU1 paper
- Rice UniversityUS1 paper
8 papers
Multi-omics data integration for early diagnosis of hepatocellular carcinoma (HCC) using machine learning
Annette Spooner, Mohammad Karimi Moridani, Azadeh Safarchi +4
The complementary information found in different modalities of patient data can aid in more accurate modelling of a patient's disease state and a better understanding of the underl…
SAFE: Advancing Large Language Models in Leveraging Semantic and Syntactic Relationships for Software Vulnerability Detection
Van Nguyen, Surya Nepal, Tingmin Wu +2
Software vulnerabilities (SVs) have emerged as a prevalent and critical concern for safety-critical security systems. This has spurred significant advancements in utilizing AI-base…
Improving Chest X-Ray Report Generation by Leveraging Warm Starting
Aaron Nicolson, Jason Dowling, Bevan Koopman
Automatically generating a report from a patient's Chest X-Rays (CXRs) is a promising solution to reducing clinical workload and improving patient care. However, current CXR report…
Vaccination strategies on dynamic networks with indirect transmission links and limited contact information
Md Shahzamal, Raja Jurdak, Bernard Mans +2
Infectious diseases are still a major global burden for modern society causing 13 million deaths annually. One way to reduce the morbidity and mortality rates from infectious disea…
Bayesian Modeling of Multiple Structural Connectivity Networks During the Progression of Alzheimer's Disease
Christine B. Peterson, Nathan Osborne, Francesco C. Stingo +3
Alzheimer's disease is the most common neurodegenerative disease. The aim of this study is to infer structural changes in brain connectivity resulting from disease progression usin…
Universal Components of Real-world Diffusion Dynamics based on Point Processes
Minkyoung Kim, Raja Jurdak, Dean Paini
Bursts in human and natural activities are highly clustered in time, suggesting that these activities are influenced by previous events within the social or natural system. Bursty…
META-pipe - Pipeline Annotation, Analysis and Visualization of Marine Metagenomic Sequence Data
Espen Mikal Robertsen, Tim Kahlke, Inge Alexander Raknes +5
The marine environment is one of the most important sources for microbial biodiversity on the planet. These microbes are drivers for many biogeochemical processes, and their enormo…
Clustering action potential spikes: Insights on the use of overfitted finite mixture models and Dirichlet process mixture models
Zoé van Havre, Nicole White, Judith Rousseau +1
The modelling of action potentials from extracellular recordings, or spike sorting, is a rich area of neuroscience research in which latent variable models are often used. Two such…