Daniel R. Catchpoole

47 papers A 2B 5C 1Misc 8Journal 19Unranked 10
YearRankTypeTitle / Venue / Authors
2026 — conf
Emerging Clinician Readiness for Data Analysis in Augmented Era.
BIOSTEC (3)
Neha Sundar Naik, Zhonglin Jolin Qu, Quang Vinh Nguyen, Simeon Simoff, Paul J. Kennedy, Daniel R. Catchpoole
2025 — conf
Investigating the effect of bias mitigation in machine learning algorithms.
CENTERIS/ProjMAN/HCist
Clodagh MacLean-Milner, Madhushi Bandara, Daniel R. Catchpoole
2025 J jnl
Lossless Compression with Trie-Based Shared Dictionary for Omics Data in Edge-Cloud Frameworks.
J. Sens. Actuator Networks
Rani Adam, Daniel R. Catchpoole, Simeon J. Simoff, Zhonglin Jolin Qu, Paul J. Kennedy, Quang Vinh Nguyen
2025 — conf
Three-Dimensional Latent Diffusion Model for Weakly-Supervised Brain Tumour Segmentation.
AIME (1)
Nico Lösch, Daniel R. Catchpoole, Paul J. Kennedy
2024 J jnl
Exocentric and Egocentric Views for Biomedical Data Analytics in Virtual Environments - A Usability Study.
J. Imaging
Jing Ng, David Arness, Ashlee Gronowski, Zhonglin Jolin Qu, Chng Wei Lau, Daniel R. Catchpoole, Quang Vinh Nguyen
2024 J jnl
The impact of virtual and augmented reality on presence, user experience and performance of Information Visualisation.
Virtual Real.
Ashlee Gronowski, David Arness, Jing Ng, Zhonglin Jolin Qu, Chng Wei Lau, Daniel R. Catchpoole, Quang Vinh Nguyen
2023 J jnl
ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty.
CoRR
Yu Dong, Jie Liang, Longbing Cao, Daniel R. Catchpoole
2023 — conf
IR-ER- A Hybrid Pipeline for Classifying COVID-19 RNA Seq Data.
ACSW
Girija Rani Karetla, Daniel R. Catchpoole, Paul J. Kennedy, Simeon Simoff, Quang Vinh Nguyen
2023 J jnl
Inferring Actual Treatment Pathways from Patient Records.
CoRR
Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023 J jnl
Inferring actual treatment pathways from patient records.
J. Biomed. Informatics
Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023 J jnl
Machine Learning for Administrative Health Records: A Systematic Review of Techniques and Applications.
CoRR
Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023 J jnl
Machine learning for administrative health records: A systematic review of techniques and applications.
Artif. Intell. Medicine
Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023 J jnl
Understanding cancer patient cohorts in virtual reality environment for better clinical decisions: a usability study.
BMC Medical Informatics Decis. Mak.
Zhonglin Jolin Qu, Quang Vinh Nguyen, Chng Wei Lau, Andrew Johnston, Paul J. Kennedy, Simeon Simoff, Daniel R. Catchpoole
2022 Misc conf
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences.
AI
Adrian Caruana, Madhushi Niluka Bandara, Daniel R. Catchpoole, Paul J. Kennedy
2022 Misc conf
Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations.
AusDM
Zhonglin Jolin Qu, Yezihalem Tegegne, Simeon J. Simoff, Paul J. Kennedy, Daniel R. Catchpoole, Quang Vinh Nguyen
2021 J jnl
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences.
CoRR
Adrian Caruana, Madhushi Niluka Bandara, Daniel R. Catchpoole, Paul J. Kennedy
2021 J jnl
Feature prioritisation on big genomic data for analysing gene-gene interactions.
Int. J. Bioinform. Res. Appl.
Ahmad A. Al-Oqaily, Siamak Tafavogh, Bronwyn L. Harvey, Daniel R. Catchpoole, Paul J. Kennedy
2021 J jnl
MCKAT: a multi-dimensional copy number variant kernel association test.
BMC Bioinform.
Nastaran Maus Esfahani, Daniel R. Catchpoole, Javed Khan, Paul J. Kennedy
2020 — conf
Classification of Neuroblastoma Histopathological Images Using Machine Learning.
ICONIP (3)
Adhish Panta, Matloob Khushi, Usman Naseem, Paul J. Kennedy, Daniel R. Catchpoole
2020 — ch.
Intelligent and Immersive Visual Analytics of Health Data.
Advanced Computational Intelligence in Healthcare (7)
Zhonglin Jolin Qu, Chng Wei Lau, Daniel R. Catchpoole, Simeon Simoff, Quang Vinh Nguyen
2019 — conf
Immersive Intelligence Genomic Data Visualisation.
ACSW
Chng Wei Lau, Quang Vinh Nguyen, Zhonglin Jolin Qu, Simeon Simoff, Daniel R. Catchpoole
2019 — conf
Two-Dimensional Immersive Cohort Analysis Supporting Personalised Medical Treatment.
IV (2)
Andrew S. Brunker, Daniel R. Catchpoole, Paul J. Kennedy, Simeon Simoff, Quang Vinh Nguyen
2019 — conf
Using Visualization to Illustrate Machine Learning Models for Genomic Data.
ACSW
Zhonglin Jolin Qu, Yi Zhou, Quang Vinh Nguyen, Daniel R. Catchpoole
2018 J jnl
Relational Autoencoder for Feature Extraction.
CoRR
Qinxue Meng, Daniel R. Catchpoole, David B. Skillicorn, Paul J. Kennedy
2018 B conf
Variance-based Feature Selection for Classification of Cancer Subtypes Using Gene Expression Data.
IJCNN
Aedan G. K. Roberts, Daniel R. Catchpoole, Paul J. Kennedy
2017 J jnl
DBNorm: normalizing high-density oligonucleotide microarray data based on distributions.
BMC Bioinform.
Qinxue Meng, Daniel R. Catchpoole, David B. Skillicorn, Paul J. Kennedy
2017 C conf
Interaction Visualisation of Complex Genomic Data with Game Engines.
IV
Nader Hasan Khalifa, Quang Vinh Nguyen, Simeon J. Simoff, Daniel R. Catchpoole
2017 A conf
Multi-Label Feature Selection using Correlation Information.
CIKM
Ali Braytee, Wei Liu, Daniel R. Catchpoole, Paul J. Kennedy
2017 Misc conf
Patched Completed Local Binary Pattern is an Effective Method for Neuroblastoma Histological Image Classification.
AusDM
Soheila Gheisari, Daniel R. Catchpoole, Amanda Charlton, Paul J. Kennedy
2017 B conf
Relational autoencoder for feature extraction.
IJCNN
Qinxue Meng, Daniel R. Catchpoole, David Skillicom, Paul J. Kennedy
2016 A conf
Balanced Supervised Non-Negative Matrix Factorization for Childhood Leukaemia Patients.
CIKM
Ali Braytee, Daniel R. Catchpoole, Paul J. Kennedy, Wei Liu
2016 J jnl
Visual Analytics of Complex Genomics Data to Guide Effective Treatment Decisions.
J. Imaging
Quang Vinh Nguyen, Nader Hasan Khalifa, Pat Alzamora, Andrew Gleeson, Daniel R. Catchpoole, Paul J. Kennedy, Simeon J. Simoff
2015 J jnl
Comparing Functional Visualisations of Lists of Genes using Singular Value Decomposition.
J. Res. Pract. Inf. Technol.
Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole
2014 J jnl
Cellular quantitative analysis of neuroblastoma tumor and splitting overlapping cells.
BMC Bioinform.
Siamak Tafavogh, Daniel R. Catchpoole, Paul J. Kennedy
2013 J jnl
A balanced iterative random forest for gene selection from microarray data.
BMC Bioinform.
Ali Anaissi, Paul J. Kennedy, Madhu Goyal, Daniel R. Catchpoole
2013 J jnl
Non-parametric and integrated framework for segmenting and counting neuroblastic cells within neuroblastoma tumor images.
Medical Biol. Eng. Comput.
Siamak Tafavogh, Karla Felix Navarro, Daniel R. Catchpoole, Paul J. Kennedy
2013 B conf
Segmenting Neuroblastoma Tumor Images and Splitting Overlapping Cells Using Shortest Paths between Cell Contour Convex Regions.
AIME
Siamak Tafavogh, Karla Felix Navarro, Daniel R. Catchpoole, Paul J. Kennedy
2012 Misc conf
A novel 3D interactive visualization for medical data analysis.
OZCHI
Patricio Alzamora, Quang Vinh Nguyen, Simeon J. Simoff, Daniel R. Catchpoole
2012 B conf
Determining cellularity status of tumors based on histopathology using hybrid image segmentation.
IJCNN
Siamak Tafavogh, Paul J. Kennedy, Daniel R. Catchpoole
2012 Misc conf
Functional Visualisation of Genes using Singular Value.
AusDM
Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole
2012 — conf
Unlocking the complexity of genomic data of RMS patients through visual analytics.
ICCH
Quang Vinh Nguyen, Patricio Alzamora, Nicholas Ho, Mao Lin Huang, Simeon J. Simoff, Daniel R. Catchpoole
2011 Misc conf
Interactive Visualisation with User Perspective for Biological Data Analysis.
HIC
Quang Vinh Nguyen, Simeon J. Simoff, Daniel R. Catchpoole
2011 — conf
Visual Analytics of Clinical and Genetic Datasets of Acute Lymphoblastic Leukaemia.
ICONIP (1)
Quang Vinh Nguyen, Andrew Gleeson, Nicholas Ho, Mao Lin Huang, Simeon J. Simoff, Daniel R. Catchpoole
2008 Misc conf
Comparison of Visualization Methods of Genome-wide SNP Profiles in Childhood Acute Lymphoblastic Leukaemia.
AusDM
Ahmad A. Al-Oqaily, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff
2008 — ch.
Integrative Visual Data Mining of Biomedical Data: Investigating Cases in Chronic Fatigue Syndrome and Acute Lymphoblastic Leukaemia.
Visual Data Mining
Paul J. Kennedy, Simeon J. Simoff, Daniel R. Catchpoole, David B. Skillicorn, Franco Ubaudi, Ahmad A. Al-Oqaily
2008 Misc conf
Kernel-based Visualisation of Genes with the Gene Ontology.
AusDM
Hamid Ghous, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff
2004 B conf
Extracting and Explaining Biological Knowledge in Microarray Data.
PAKDD
Paul J. Kennedy, Simeon J. Simoff, David B. Skillicorn, Daniel R. Catchpoole