Daniel R. Catchpoole

发表

Visual Analytics of Complex Genomics Data to Guide Effective Treatment Decisions

Quang Vinh Nguyen, Paul J. Kennedy, Nader Hasan Khalifa, 2016, J. Imaging.

Kernel-based Visualisation of Genes with the Gene Ontology

Paul J. Kennedy, Simeon J. Simoff, Daniel R. Catchpoole, 2008, AusDM.

Variance-based Feature Selection for Classification of Cancer Subtypes Using Gene Expression Data

Paul J. Kennedy, Daniel R. Catchpoole, Aedan G. K. Roberts, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Immersive Intelligence Genomic Data Visualisation

Simeon Simoff, Quang Vinh Nguyen, Daniel R. Catchpoole, 2019, ACSW.

Non-parametric and integrated framework for segmenting and counting neuroblastic cells within neuroblastoma tumor images

Paul J. Kennedy, Karla Felix Navarro, Daniel R. Catchpoole, 2013, Medical & Biological Engineering & Computing.

Using Visualization to Illustrate Machine Learning Models for Genomic Data

Yi Zhou, Quang Vinh Nguyen, Daniel R. Catchpoole, 2019, ACSW.

Balanced Supervised Non-Negative Matrix Factorization for Childhood Leukaemia Patients

Wei Liu, Paul J. Kennedy, Daniel R. Catchpoole, 2016, CIKM.

A balanced iterative random forest for gene selection from microarray data

Ali Anaissi, Paul J. Kennedy, Madhu Goyal, 2013, BMC Bioinformatics.

Comparison of Visualization Methods of Genome-wide SNP Profiles in Childhood Acute Lymphoblastic Leukaemia

Paul J. Kennedy, Simeon J. Simoff, Daniel R. Catchpoole, 2008, AusDM.

Multi-Label Feature Selection using Correlation Information

Wei Liu, Paul J. Kennedy, Daniel R. Catchpoole, 2017, CIKM.

Functional Visualisation of Genes using Singular Value

Nicholas Ho, Paul J. Kennedy, Daniel R. Catchpoole, 2012, AusDM.

Classification of Neuroblastoma Histopathological Images Using Machine Learning

Matloob Khushi, Usman Naseem, Paul J. Kennedy, 2020, ICONIP.

Integrative Visual Data Mining of Biomedical Data: Investigating Cases in Chronic Fatigue Syndrome and Acute Lymphoblastic Leukaemia

David B. Skillicorn, Paul J. Kennedy, Simeon J. Simoff, 2008, Visual Data Mining.

Segmenting Neuroblastoma Tumor Images and Splitting Overlapping Cells Using Shortest Paths between Cell Contour Convex Regions

Paul J. Kennedy, Karla Felix Navarro, Daniel R. Catchpoole, 2013, AIME.

Ensemble Feature Learning of Genomic Data Using Support Vector Machine

Ali Anaissi, Paul J. Kennedy, Madhu Goyal, 2016, PloS one.

Extracting and Explaining Biological Knowledge in Microarray Data

David B. Skillicorn, Paul J. Kennedy, Simeon J. Simoff, 2004, PAKDD.

DBNorm: normalizing high-density oligonucleotide microarray data based on distributions

David B. Skillicorn, Paul J. Kennedy, Daniel R. Catchpoole, 2017, BMC Bioinformatics.

Visual Analytics of Clinical and Genetic Datasets of Acute Lymphoblastic Leukaemia

Nicholas Ho, Mao Lin Huang, Quang Vinh Nguyen, 2011, ICONIP.

Determining cellularity status of tumors based on histopathology using hybrid image segmentation

Paul J. Kennedy, Daniel R. Catchpoole, Siamak Tafavogh, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Interaction Visualisation of Complex Genomic Data with Game Engines

Quang Vinh Nguyen, Nader Hasan Khalifa, Simeon J. Simoff, 2017, 2017 21st International Conference Information Visualisation (IV).

Cellular quantitative analysis of neuroblastoma tumor and splitting overlapping cells

Paul J. Kennedy, Daniel R. Catchpoole, Siamak Tafavogh, 2014, BMC Bioinformatics.

Intelligent and Immersive Visual Analytics of Health Data

Simeon Simoff, Quang Vinh Nguyen, Daniel R. Catchpoole, 2020, Advanced Computational Intelligence in Healthcare.

Two-Dimensional Immersive Cohort Analysis Supporting Personalised Medical Treatment

Simeon Simoff, Quang Vinh Nguyen, Paul J. Kennedy, 2019, 2019 23rd International Conference in Information Visualization – Part II.

Patched Completed Local Binary Pattern is an Effective Method for Neuroblastoma Histological Image Classification

Paul J. Kennedy, Daniel R. Catchpoole, Soheila Gheisari, 2017, AusDM.

Comparing Functional Visualisations of Lists of Genes using Singular Value Decomposition

Nicholas Ho, Paul J. Kennedy, Daniel R. Catchpoole, 2015, J. Res. Pract. Inf. Technol..

Interactive Visualisation with User Perspective for Biological Data Analysis

Quang Vinh Nguyen, Simeon J. Simoff, Daniel R. Catchpoole, 2011, HIC.

Unlocking the complexity of genomic data of RMS patients through visual analytics

Nicholas Ho, Mao Lin Huang, Quang Vinh Nguyen, 2012, 2012 International Conference on Computerized Healthcare (ICCH).