Search Results - "Vial, Alanna"

Machine Learning and Deep Learning in Medical Imaging: Intelligent Imaging by Currie, Geoff, Hawk, K. Elizabeth, Rohren, Eric, Vial, Alanna, Klein, Ran

“…Artificial intelligence (AI) in medical imaging is a potentially disruptive technology. An understanding of the principles and application of radiomics,…”
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The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: a review by Vial, Alanna, Stirling, David, Field, Matthew, Ros, Montserrat, Ritz, Christian, Carolan, Martin, Holloway, Lois, Miller, Alexis A.

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Panel Session-Women in Engineering Networking Panel by Chakraborty, Sudipta, Ros, Montserrat, Cheng, Eva, Goncher, Andrea, Vial, Alanna

“…This panel will bring together women from various engineering disciplines and from different universities to discuss approaches for improving teaching and…”
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Using Machine Learning Applied to Radiomic Image Features for Segmenting Tumour Structures by Clifton, Henry, Vial, Alanna, Miller, Andrew, Ritz, Christian, Field, Matthew, Holloway, Lois, Ros, Montserrat, Carolan, Martin, Stirling, David

“…Lung cancer (LC) was the predicted leading cause of Australian cancer fatalities in 2018 (around 9,200 deaths). Non-Small Cell Lung Cancer (NSCLC) tumours with…”
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Using Gaussian Mixture Modelling to Analyse Dynamic Body Postures from Multiple Inertial Measurement Units by Vial, Alanna, Vial, Peter James, Stirling, David, Ros, Montserrat, Field, Matthew

“…This paper investigates the modelling of dynamic body motion and postures using multiple inertial measurement units. The ultimate goal of this work is to…”
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Virtual Lab Using Markerless Augmented Reality by Abhishek, M. T., Aswin, P. S., Akhil, Nihal C., Souban, Ali, Muhammedali, Shafeeque K., Vial, Alanna

“…Augmented Reality (AR) virtual labs have come forward as a solution to one of the long-prevalent problem of dangerous lab conditions, cost etc. However,…”
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Modelling dynamic body motion using IMUs positioned on the torso by Vial, Alanna, Stirling, David, Ros, Montserrat, Vial, Peter James, Field, Matthew

“…This study investigated the application of Symbolic Aggregate approXimation (SAX) to modelling dynamic body motion using a single inertial measurement unit…”
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A comparative study of machine learning techniques for the improved prediction of NSCLC survival analysis by Vial, Alanna, Stirling, David, Field, Matthew, Ros, Montserrat, Ritz, Christian, Carolan, Martin, Holloway, Lois, Miller, Alexis A.

“…This paper aims to characterise the 2-year survival of non-small cell lung cancer patients. It involves a novel approach that explores the rind around the…”
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Assessing the prognostic impact of 3D CT image tumour rind texture features on lung cancer survival modelling by Vial, Alanna, Stirling, David, Field, Matthew, Ros, Montserrat, Ritz, Christian, Carolan, Martin, Holloway, Lois, Miller, Alexis A.

“…In this paper we examine a technique for developing prognostic image characteristics, termed radiomics, for non-small cell lung cancer based on a tumour edge…”
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