498 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Queensland University of TechnologyAU8 papers
- The University of QueenslandAU6 papers
- QIMR Berghofer Medical Research InstituteAU3 papers
- Queensland HealthAU3 papers
- University of Southern QueenslandAU3 papers
- UNSW SydneyAU3 papers
- Black Dog InstituteAU2 papers
- Royal Women's HospitalAU2 papers
- Singapore University of Social SciencesSG2 papers
- Wuhan University of TechnologyCN2 papers
- Auckland District Health BoardNZ1 paper
- Australasian College for Emergency MedicineAU1 paper
14 papers
Diversity, Equity and Inclusivity in the Australian and New Zealand Medical Physics Workforce
Emily Simpson-Page, Megan Anderson, Scott B. Crowe +4
The consideration of diversity, equity and inclusivity (DEI) is an important part of promoting a robust and respectful workforce, and is critical to the continued success of organi…
Generation of synthetic CT images from optical scanning for superficial mold brachytherapy
Scott B. Crowe, Emily Simpson-Page, Jenna Luscombe +2
Optical 3D scanning systems allow the acquisition of accurate models of patient anatomy, suitable for use in the design of simple 3D-printable patient-matched medical devices with…
Magnetic resonance imaging assessment of the suitability and consistency of radiotherapy treatment positioning achieved using intra-oral stents
Tanya Kairn, Philip Chan, Benjamin Chua +7
As head-and-neck radiotherapy treatments grow more complex and precise, it becomes increasingly important to assess the anatomical separations that can be achieved using intra-oral…
Patient-specific immobilisation for radiotherapy treatment of extensive lower-limb carcinoma
Tanya Kairn, Tania Poroa, Jenna Luscombe +3
When non-melanoma skin cancers extend over large areas of skin, effective radiotherapy treatments can be delivered using volumetric modulated arc therapy (VMAT) beams with narrow s…
Adapting a 3D scanning water phantom for use in brachytherapy dosimetry
Rachael Wilks, Samuel C. Peet, Tanya Kairn +1
In external beam radiotherapy, 3D scanning water phantoms are the gold standard for obtaining relative dosimetry data. These phantoms, consisting of a water tank and mechanical arm…
Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion
Thanveer Shaik, Xiaohui Tao, Lin Li +4
Federated Learning (FL) is currently one of the most popular technologies in the field of Artificial Intelligence (AI) due to its collaborative learning and ability to preserve cli…
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges
Thanveer Shaik, Xiaohui Tao, Niall Higgins +4
The adoption of artificial intelligence (AI) in healthcare is growing rapidly. Remote patient monitoring (RPM) is one of the common healthcare applications that assist doctors to m…
FedStack: Personalized activity monitoring using stacked federated learning
Thanveer Shaik, Xiaohui Tao, Niall Higgins +4
Recent advances in remote patient monitoring (RPM) systems can recognize various human activities to measure vital signs, including subtle motions from superficial vessels. There i…
A Framework for Mediation Analysis with Multiple Exposures, Multivariate Mediators, and Non-Linear Response Models
James P. Long, Ehsan Irajizad, James D. Doecke +2
Mediation analysis seeks to identify and quantify the paths by which an exposure affects an outcome. Intermediate variables which are effected by the exposure and which effect the…
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals
Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony Nguyen +1
Reviewing radiology reports in emergency departments is an essential but laborious task. Timely follow-up of patients with abnormal cases in their radiology reports may dramaticall…
Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface
Dalin Zhang, Lina Yao, Xiang Zhang +3
Brain-Computer Interface (BCI) is a system empowering humans to communicate with or control the outside world with exclusively brain intentions. Electroencephalography (EEG) based…
Quantification of free-living activity patterns using accelerometry in adults with mental illness
Justin J. Chapman, James A. Roberts, Vinh T. Nguyen +1
Physical activity is disrupted in many psychiatric disorders. Advances in everyday technologies (e.g. accelerometers in smart phones) opens exciting possibilities for non-intrusive…
The frustrated brain: From dynamics on motifs to communities and networks
Leonardo L. Gollo, Michael Breakspear
Cognitive function depends on an adaptive balance between flexible dynamics and integrative processes in distributed cortical networks. Patterns of zero-lag synchrony likely underp…
Mechanisms of Zero-Lag Synchronization in Cortical Motifs
Leonardo L. Gollo, Claudio Mirasso, Olaf Sporns +1
Zero-lag synchronization between distant cortical areas has been observed in a diversity of experimental data sets and between many different regions of the brain. Several computat…