60 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- The University of Western AustraliaAU5 papers
- Fiona Stanley HospitalAU3 papers
- Australian National UniversityAU1 paper
- British Heart Foundation Centre for Cardiovascular ScienceGB1 paper
- Institute of PhysicsPL1 paper
- Massachusetts Institute of TechnologyUS1 paper
- Nicolaus Copernicus UniversityPL1 paper
- Okinawa Institute of Science and Technology Graduate UniversityJP1 paper
- Ottawa Heart InstituteCA1 paper
- Queen Elizabeth II Medical CentreAU1 paper
- Royal Perth HospitalAU1 paper
- Stanley FoundationUS1 paper
5 papers
Conditional score-based diffusion models for solving inverse problems in mechanics
Agnimitra Dasgupta, Harisankar Ramaswamy, Javier Murgoitio-Esandi +5
We propose a framework to perform Bayesian inference using conditional score-based diffusion models to solve a class of inverse problems in mechanics involving the inference of a s…
3D Brain and Heart Volume Generative Models: A Survey
Yanbin Liu, Girish Dwivedi, Farid Boussaid +1
Generative models such as generative adversarial networks and autoencoders have gained a great deal of attention in the medical field due to their excellent data generation capabil…
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images
Yanbin Liu, Girish Dwivedi, Farid Boussaid +3
The generation of three-dimensional (3D) medical images has great application potential since it takes into account the 3D anatomical structure. Two problems prevent effective trai…
Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes?
Isaac Ronald Ward, Ling Wang, Juan lu +3
Explainable Artificial Intelligence (XAI) has been identified as a viable method for determining the importance of features when making predictions using Machine Learning (ML) mode…
Coronary Artery Segmentation from Intravascular Optical Coherence Tomography Using Deep Capsules
Arjun Balaji, Lachlan Kelsey, Kamran Majeed +2
The segmentation and analysis of coronary arteries from intravascular optical coherence tomography (IVOCT) is an important aspect of diagnosing and managing coronary artery disease…