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Works (14)

Large-scale analysis to identify risk factors for ovarian cancer

International Journal of Gynecological Cancer
2025-04 | Journal article
DOI: 10.1136/ijgc-2024-005424
Contributors: Iqbal Madakkatel; Amanda L. Lumsden; Anwar Mulugeta; Johanna Mäenpää; Martin K. Oehler; Elina Hyppönen
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Crossref

Machine learning to discover factors predicting volume of white matter hyperintensities: Insights from the UK Biobank

Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring
2025-01 | Journal article
DOI: 10.1002/dad2.70090
Contributors: Yigizie Yeshaw; Iqbal Madakkatel; Anwar Mulugeta; Amanda Lumsden; Elina Hypponen
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Crossref

Circulating Phylloquinone and the Risk of Four Female-Specific Cancers: A Mendelian Randomization Study

Nutrients
2024-10-29 | Journal article
DOI: 10.3390/nu16213680
Contributors: Melaku Yalew; Anwar Mulugeta; Amanda L. Lumsden; Iqbal Madakkatel; S. Hong Lee; Martin K. Oehler; Johanna Mäenpää; Elina Hyppönen
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Crossref
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LLpowershap: logistic loss-based automated Shapley values feature selection method

BMC Medical Research Methodology
2024-10-24 | Journal article
DOI: 10.1186/s12874-024-02370-8
Part of ISSN: 1471-2288
Contributors: Iqbal Madakkatel; Elina Hyppönen
Source: Self-asserted source
Iqbal Madakkatel

Uncovering Predictors of Low Hippocampal Volume: Evidence from a Large-Scale Machine-Learning-Based Study in the UK Biobank.

Neuroepidemiology
2024-04-01 | Journal article
DOI: 10.1159/000538565
PMID: 38560977
PMC: PMC11449190
Contributors: Yeshaw Y; Madakkatel I; Mulugeta A; Amanda Lumsden; Elina Hypponen
Source: Self-asserted source
Iqbal Madakkatel

Phenome-wide association study of ovarian cancer identifies common comorbidities and reveals shared genetics with complex diseases and biomarkers.

Cancer medicine
2024-02-01 | Journal article
DOI: 10.1002/cam4.7051
PMID: 38457211
Contributors: Anwar Mulugeta ; Amanda Lumsden; Madakkatel I; Stacey D; Lee SH; Mäenpää J; Oehler MK; Elina Hypponen
Source: Self-asserted source
Iqbal Madakkatel

Hypothesis‐free discovery of novel cancer predictors using machine learning

European Journal of Clinical Investigation
2023-10 | Journal article
DOI: 10.1111/eci.14037
Contributors: Iqbal Madakkatel; Amanda L. Lumsden; Anwar Mulugeta; Ian Olver; Elina Hyppönen
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Crossref

Combining machine learning and conventional statistical approaches for risk factor discovery in a large cohort study.

Scientific reports
2021-11-26 | Journal article
DOI: 10.1038/s41598-021-02476-9
PMID: 34837000
PMC: PMC8626442
Contributors: Madakkatel I; Ang Zhou; McDonnell MD; Elina Hypponen
Source: Self-asserted source
Iqbal Madakkatel

Identifying risk factors for COVID-19 severity and mortality in the UK Biobank

2021-05-11 | Other
DOI: 10.1101/2021.05.10.21256935
Contributors: Iqbal Madakkatel; Catherine King; Ang Zhou; Anwar Mulugeta; Amanda Lumsden; Mark McDonnell; Elina Hyppönen
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Crossref

Predicting financial well-being using observable features and gradient boosting

2019 | Conference paper | Author
DOI: 10.1007/978-3-030-35288-2_19
HANDLE: 11541.2/140820
Part of ISBN: 9783030352875
EID:

2-s2.0-85076545199
Contributors: Belinda Chiera; Iqbal Madakkatel; McDonnell, Mark D
Source: check_circle
The University of South Australia

Behavioral experiments for assessing the abstract argumentation semantics of reinstatement

Cognitive Science
2010 | Journal article | Author
DOI: 10.1111/j.1551-6709.2010.01123.x
HANDLE: 11541.2/148232
Part of ISSN: 0364-0213
WOSUID:

000283947500006
Contributors: Abdallah, Sherief; Bonnefon, Jean-Francois; Awan, Ruqiyabi N; Iqbal Madakkatel; Rahwan, Iyad
Source: check_circle
The University of South Australia

Experiments for assessing floating reinstatement in argument-based reasoning

2010 | Conference paper | Author
HANDLE: 11541.2/148234
Part of ISSN: 1069-7977
WOSUID:

000392421700076
Contributors: Bonnefon, Jean-Francois; Awan, Ruqiyabi Naz; Abdallah, Sherief; Iqbal Madakkatel; Rahwan, Iyad
Source: check_circle
The University of South Australia

Formal argumentation and human reasoning: the case of reinstatement

2009 | Conference paper | Author
HANDLE: 11541.2/148230
EID:

2-s2.0-77954224755
Contributors: Awan, Ruqiyabi N; Abdallah, Sherief; Rahwan, Iyad; Iqbal Madakkatel; Bonnefon, Jean-Francois
Source: check_circle
The University of South Australia

Can Personal Budget Management Services Improve Debt Repayments? A Study Using Budget Data

Financial Planning Research Journal
Journal article
Contributors: Madakkatel, Iqbal; Chiera, Belinda; McDonnell, Mark D
Source: Self-asserted source
Iqbal Madakkatel

Peer review (2 reviews for 2 publications/grants)

Review activity for Journal of epidemiology and community health (1)
Review activity for Nature human behaviour. (1)
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