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Daniel R. Catchpoole
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2020 – today
- 2024
- [j13]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): 3 (2024) - [j12]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): 133 (2024) - 2023
- [j11]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: 102642 (2023) - [j10]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: 104554 (2023) - [j9]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): 295 (2023) - [c23]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: 183-189 - [i5]Yu Dong, Jie Liang, Longbing Cao, Daniel R. Catchpoole:
ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty. CoRR abs/2303.13558 (2023) - [i4]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 abs/2308.14216 (2023) - [i3]Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy:
Inferring Actual Treatment Pathways from Patient Records. CoRR abs/2309.01897 (2023) - 2022
- [c22]Adrian Caruana, Madhushi Niluka Bandara, Daniel R. Catchpoole, Paul J. Kennedy:
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. AI 2022: 368-380 - [c21]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: 58-72 - 2021
- [j8]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): 588 (2021) - [j7]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): 158-177 (2021) - [i2]Adrian Caruana, Madhushi Niluka Bandara, Daniel R. Catchpoole, Paul J. Kennedy:
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. CoRR abs/2110.01160 (2021) - 2020
- [c20]Adhish Panta, Matloob Khushi, Usman Naseem, Paul J. Kennedy, Daniel R. Catchpoole:
Classification of Neuroblastoma Histopathological Images Using Machine Learning. ICONIP (3) 2020: 3-14 - [p2]Zhonglin Qu, Chng Wei Lau, Daniel R. Catchpoole, Simeon Simoff, Quang Vinh Nguyen:
Intelligent and Immersive Visual Analytics of Health Data. Advanced Computational Intelligence in Healthcare (7) 2020: 29-44
2010 – 2019
- 2019
- [c19]Zhonglin Qu, Yi Zhou, Quang Vinh Nguyen, Daniel R. Catchpoole:
Using Visualization to Illustrate Machine Learning Models for Genomic Data. ACSW 2019: 15:1-15:8 - [c18]Chng Wei Lau, Quang Vinh Nguyen, Zhonglin Qu, Simeon Simoff, Daniel R. Catchpoole:
Immersive Intelligence Genomic Data Visualisation. ACSW 2019: 18:1-18:10 - [c17]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: 34-41 - 2018
- [c16]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: 1-8 - [i1]Qinxue Meng, Daniel R. Catchpoole, David B. Skillicorn, Paul J. Kennedy:
Relational Autoencoder for Feature Extraction. CoRR abs/1802.03145 (2018) - 2017
- [j6]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): 527:1-527:11 (2017) - [c15]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: 57-71 - [c14]Ali Braytee, Wei Liu, Daniel R. Catchpoole, Paul J. Kennedy:
Multi-Label Feature Selection using Correlation Information. CIKM 2017: 1649-1656 - [c13]Qinxue Meng, Daniel R. Catchpoole, David Skillicom, Paul J. Kennedy:
Relational autoencoder for feature extraction. IJCNN 2017: 364-371 - [c12]Nader Hasan Khalifa, Quang Vinh Nguyen, Simeon J. Simoff, Daniel R. Catchpoole:
Interaction Visualisation of Complex Genomic Data with Game Engines. IV 2017: 133-139 - 2016
- [j5]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): 29 (2016) - [c11]Ali Braytee, Daniel R. Catchpoole, Paul J. Kennedy, Wei Liu:
Balanced Supervised Non-Negative Matrix Factorization for Childhood Leukaemia Patients. CIKM 2016: 2405-2408 - 2015
- [j4]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) - 2014
- [j3]Siamak Tafavogh, Daniel R. Catchpoole, Paul J. Kennedy:
Cellular quantitative analysis of neuroblastoma tumor and splitting overlapping cells. BMC Bioinform. 15: 272 (2014) - 2013
- [j2]Ali Anaissi, Paul J. Kennedy, Madhu Goyal, Daniel R. Catchpoole:
A balanced iterative random forest for gene selection from microarray data. BMC Bioinform. 14: 261 (2013) - [j1]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): 645-655 (2013) - [c10]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: 171-175 - 2012
- [c9]Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole:
Functional Visualisation of Genes using Singular Value. AusDM 2012: 53-60 - [c8]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: 134-139 - [c7]Siamak Tafavogh, Paul J. Kennedy, Daniel R. Catchpoole:
Determining cellularity status of tumors based on histopathology using hybrid image segmentation. IJCNN 2012: 1-8 - [c6]Patricio Alzamora, Quang Vinh Nguyen, Simeon J. Simoff, Daniel R. Catchpoole:
A novel 3D interactive visualization for medical data analysis. OZCHI 2012: 19-25 - 2011
- [c5]Quang Vinh Nguyen, Simeon J. Simoff, Daniel R. Catchpoole:
Interactive Visualisation with User Perspective for Biological Data Analysis. HIC 2011: 125-132 - [c4]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: 113-120
2000 – 2009
- 2008
- [c3]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: 111-121 - [c2]Hamid Ghous, Paul J. Kennedy, Daniel R. Catchpoole, Simeon J. Simoff:
Kernel-based Visualisation of Genes with the Gene Ontology. AusDM 2008: 133-140 - [p1]Paul J. Kennedy, Simeon J. Simoff, Daniel R. Catchpoole, David B. Skillicorn, Franco Ubaudi, Ahmad A. Al-Oqaily:
Integrative Visual Data Mining of Biomedical Data: Investigating Cases in Chronic Fatigue Syndrome and Acute Lymphoblastic Leukaemia. Visual Data Mining 2008: 367-388 - 2004
- [c1]Paul J. Kennedy, Simeon J. Simoff, David B. Skillicorn, Daniel R. Catchpoole:
Extracting and Explaining Biological Knowledge in Microarray Data. PAKDD 2004: 699-703
Coauthor Index
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last updated on 2025-01-21 00:13 CET by the dblp team
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