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Paul J. Kennedy

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Daniel R. Catchpoole

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Publications

2023
[j23]
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  - journals/artmed/CaruanaBMCK23
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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)
[j22]
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  - journals/jbi/WilkinsCaruanaBMCK23
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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)
[j21]
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  - journals/midm/QuNLJKSC23
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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)
[c51]
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  - conf/acsw/KaretlaCKSN23
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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
[i6]
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  - journals/corr/abs-2308-14216
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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)
[i5]
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  - journals/corr/abs-2309-01897
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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
[c47]
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  - conf/ausai/CaruanaBCK22
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Adrian Caruana, Madhushi Niluka Bandara, Daniel R. Catchpoole, Paul J. Kennedy:
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences. AI 2022: 368-380
[c46]
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  - conf/ausdm/QuTSKCN22
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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
[j18]
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  - journals/bmcbi/EsfahaniCKK21
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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)
[j17]
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  - journals/ijbra/Al-OqailyTHCK21
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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)
[i3]
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  - journals/corr/abs-2110-01160
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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
[c43]
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  - conf/iconip/PantaKNKC20
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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
2019
[c38]
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  - conf/iv/BrunkerCKSN19
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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
[c36]
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  - conf/ijcnn/RobertsCK18
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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]
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  - journals/corr/abs-1802-03145
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Qinxue Meng, Daniel R. Catchpoole, David B. Skillicorn, Paul J. Kennedy:
Relational Autoencoder for Feature Extraction. CoRR abs/1802.03145 (2018)
2017
[j11]
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  - journals/bmcbi/MengCSK17
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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)
[c35]
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  - conf/ausdm/GheisariCCK17
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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
[c34]
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  - conf/cikm/BrayteeLCK17
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Ali Braytee, Wei Liu, Daniel R. Catchpoole, Paul J. Kennedy:
Multi-Label Feature Selection using Correlation Information. CIKM 2017: 1649-1656
[c33]
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Qinxue Meng, Daniel R. Catchpoole, David Skillicom, Paul J. Kennedy:
Relational autoencoder for feature extraction. IJCNN 2017: 364-371
2016
[j10]
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  - journals/jimaging/NguyenKAGCKS16
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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)
[c30]
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  - conf/cikm/BrayteeCKL16
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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
[j9]
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  - journals/acj/GhousKHC15
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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
[j7]
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  - journals/bmcbi/TafavoghCK14
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Siamak Tafavogh, Daniel R. Catchpoole, Paul J. Kennedy:
Cellular quantitative analysis of neuroblastoma tumor and splitting overlapping cells. BMC Bioinform. 15: 272 (2014)
2013
[j5]
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  - journals/bmcbi/AnaissiKGC13
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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)
[j3]
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  - journals/mbec/TafavoghNCK13
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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)
[c23]
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  - conf/aime/TafavoghNCK13
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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
[c19]
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  - conf/ausdm/GhousKHC12
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Hamid Ghous, Paul J. Kennedy, Nicholas Ho, Daniel R. Catchpoole:
Functional Visualisation of Genes using Singular Value. AusDM 2012: 53-60
[c16]
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  - conf/ijcnn/TafavoghKC12
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Siamak Tafavogh, Paul J. Kennedy, Daniel R. Catchpoole:
Determining cellularity status of tumors based on histopathology using hybrid image segmentation. IJCNN 2012: 1-8
2008
[c8]
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  - conf/ausdm/Al-OqailyKCS08
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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
[c7]
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  - conf/ausdm/GhousKCS08
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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]
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  - series/lncs/KennedySCSUA08
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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]
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  - conf/pakdd/KennedySSC04
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Paul J. Kennedy, Simeon J. Simoff, David B. Skillicorn, Daniel R. Catchpoole:
Extracting and Explaining Biological Knowledge in Microarray Data. PAKDD 2004: 699-703

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