Daniel R. Catchpoole

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 27

Top Topics

Machine Learning

Feature Selection

Gene Expression

Top Venues

Publications

Jing Ng, David Arness, Ashlee Gronowski, Zhonglin Qu, Chng Wei Lau, Daniel R. Catchpoole, Quang Vinh Nguyen
Exocentric and Egocentric Views for Biomedical Data Analytics in Virtual Environments - A Usability Study. J. Imaging 10 (1) (2024)
Ashlee Gronowski, David Arness, Jing Ng, Zhonglin Qu, Chng Wei Lau, Daniel R. Catchpoole, Quang Vinh Nguyen
The impact of virtual and augmented reality on presence, user experience and performance of Information Visualisation. Virtual Real. 28 (3) (2024)
Zhonglin Qu, Quang Vinh Nguyen, Chng Wei Lau, Andrew Johnston, Paul J. Kennedy, Simeon Simoff, Daniel R. Catchpoole
Understanding cancer patient cohorts in virtual reality environment for better clinical decisions: a usability study. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
Inferring Actual Treatment Pathways from Patient Records. CoRR (2023)
Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
Machine learning for administrative health records: A systematic review of techniques and applications. Artif. Intell. Medicine 144 (2023)
Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
Inferring actual treatment pathways from patient records. J. Biomed. Informatics 148 (2023)
Girija Rani Karetla, Daniel R. Catchpoole, Paul J. Kennedy, Simeon Simoff, Quang Vinh Nguyen
IR-ER- A Hybrid Pipeline for Classifying COVID-19 RNA Seq Data. ACSW (2023)
Yu Dong, Jie Liang, Longbing Cao, Daniel R. Catchpoole
ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty. CoRR (2023)
Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
Machine Learning for Administrative Health Records: A Systematic Review of Techniques and Applications. CoRR (2023)
Zhonglin Qu, Yezihalem Tegegne, Simeon J. Simoff, Paul J. Kennedy, Daniel R. Catchpoole, Quang Vinh Nguyen
Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations. AusDM (2022)
Adrian Caruana, Madhushi Bandara, Daniel R. Catchpoole, Paul J. Kennedy
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. AI (2022)
Adrian Caruana, Madhushi Bandara, Daniel R. Catchpoole, Paul J. Kennedy
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. CoRR (2021)
Nastaran Maus Esfahani, Daniel R. Catchpoole, Javed Khan, Paul J. Kennedy
MCKAT: a multi-dimensional copy number variant kernel association test. BMC Bioinform. 22 (1) (2021)
Ahmad A. Al-Oqaily, Siamak Tafavogh, Bronwyn L. Harvey, Daniel R. Catchpoole, Paul J. Kennedy
Feature prioritisation on big genomic data for analysing gene-gene interactions. Int. J. Bioinform. Res. Appl. 17 (2) (2021)
Adhish Panta, Matloob Khushi, Usman Naseem, Paul J. Kennedy, Daniel R. Catchpoole
Classification of Neuroblastoma Histopathological Images Using Machine Learning. ICONIP (3) (2020)
Zhonglin Qu, Yi Zhou, Quang Vinh Nguyen, Daniel R. Catchpoole
Using Visualization to Illustrate Machine Learning Models for Genomic Data. ACSW (2019)
Chng Wei Lau, Quang Vinh Nguyen, Zhonglin Qu, Simeon Simoff, Daniel R. Catchpoole
Immersive Intelligence Genomic Data Visualisation. ACSW (2019)
Andrew S. Brunker, Daniel R. Catchpoole, Paul J. Kennedy, Simeon Simoff, Quang Vinh Nguyen
Two-Dimensional Immersive Cohort Analysis Supporting Personalised Medical Treatment. IV (2) (2019)
Aedan G. K. Roberts, Daniel R. Catchpoole, Paul J. Kennedy
Variance-based Feature Selection for Classification of Cancer Subtypes Using Gene Expression Data. IJCNN (2018)
Qinxue Meng, Daniel R. Catchpoole, David B. Skillicorn, Paul J. Kennedy
Relational Autoencoder for Feature Extraction. CoRR (2018)
Qinxue Meng, Daniel R. Catchpoole, David Skillicom, Paul J. Kennedy
Relational autoencoder for feature extraction. IJCNN (2017)
Qinxue Meng, Daniel R. Catchpoole, David B. Skillicorn, Paul J. Kennedy
DBNorm: normalizing high-density oligonucleotide microarray data based on distributions. BMC Bioinform. 18 (1) (2017)
Soheila Gheisari, Daniel R. Catchpoole, Amanda Charlton, Paul J. Kennedy
Patched Completed Local Binary Pattern is an Effective Method for Neuroblastoma Histological Image Classification. AusDM (2017)
Ali Braytee, Wei Liu, Daniel R. Catchpoole, Paul J. Kennedy
Multi-Label Feature Selection using Correlation Information. CIKM (2017)
Nader Hasan Khalifa, Quang Vinh Nguyen, Simeon J. Simoff, Daniel R. Catchpoole
Interaction Visualisation of Complex Genomic Data with Game Engines. IV (2017)
Quang Vinh Nguyen, Nader Hasan Khalifa, Pat Alzamora, Andrew Gleeson, Daniel R. Catchpoole, Paul J. Kennedy, Simeon J. Simoff
Visual Analytics of Complex Genomics Data to Guide Effective Treatment Decisions. J. Imaging 2 (4) (2016)
Ali Braytee, Daniel R. Catchpoole, Paul J. Kennedy, Wei Liu
Balanced Supervised Non-Negative Matrix Factorization for Childhood Leukaemia Patients. CIKM (2016)
Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole
Comparing Functional Visualisations of Lists of Genes using Singular Value Decomposition. J. Res. Pract. Inf. Technol. 47 (1) (2015)
Siamak Tafavogh, Daniel R. Catchpoole, Paul J. Kennedy
Cellular quantitative analysis of neuroblastoma tumor and splitting overlapping cells. BMC Bioinform. 15 (2014)
Ali Anaissi, Paul J. Kennedy, Madhu Goyal, Daniel R. Catchpoole
A balanced iterative random forest for gene selection from microarray data. BMC Bioinform. 14 (2013)
Siamak Tafavogh, Karla Felix Navarro, Daniel R. Catchpoole, Paul J. Kennedy
Segmenting Neuroblastoma Tumor Images and Splitting Overlapping Cells Using Shortest Paths between Cell Contour Convex Regions. AIME (2013)
Siamak Tafavogh, Karla Felix Navarro, Daniel R. Catchpoole, Paul J. Kennedy
Non-parametric and integrated framework for segmenting and counting neuroblastic cells within neuroblastoma tumor images. Medical Biol. Eng. Comput. 51 (6) (2013)
Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole
Functional Visualisation of Genes using Singular Value. AusDM (2012)
Quang Vinh Nguyen, Patricio Alzamora, Nicholas Ho, Mao Lin Huang, Simeon J. Simoff, Daniel R. Catchpoole
Unlocking the complexity of genomic data of RMS patients through visual analytics. ICCH (2012)
Patricio Alzamora, Quang Vinh Nguyen, Simeon J. Simoff, Daniel R. Catchpoole
A novel 3D interactive visualization for medical data analysis. OZCHI (2012)
Siamak Tafavogh, Paul J. Kennedy, Daniel R. Catchpoole
Determining cellularity status of tumors based on histopathology using hybrid image segmentation. IJCNN (2012)
Quang Vinh Nguyen, Simeon J. Simoff, Daniel R. Catchpoole
Interactive Visualisation with User Perspective for Biological Data Analysis. HIC (2011)
Quang Vinh Nguyen, Andrew Gleeson, Nicholas Ho, Mao Lin Huang, Simeon J. Simoff, Daniel R. Catchpoole
Visual Analytics of Clinical and Genetic Datasets of Acute Lymphoblastic Leukaemia. ICONIP (1) (2011)
Hamid Ghous, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff
Kernel-based Visualisation of Genes with the Gene Ontology. AusDM (2008)
Ahmad A. Al-Oqaily, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff
Comparison of Visualization Methods of Genome-wide SNP Profiles in Childhood Acute Lymphoblastic Leukaemia. AusDM (2008)
Paul J. Kennedy, Simeon J. Simoff, David B. Skillicorn, Daniel R. Catchpoole
Extracting and Explaining Biological Knowledge in Microarray Data. PAKDD (2004)