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Published in 2023 at "Arteriosclerosis, thrombosis, and vascular biology"
DOI: 10.1161/atvbaha.122.318892
Abstract: The complex landscape of cardiovascular diseases encompasses a wide range of related pathologies arising from diverse molecular mechanisms and exhibiting heterogeneous phenotypes. This variety of manifestations poses significant challenges in the development of treatment strategies.…
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Keywords:
multiomics data;
phenomics robust;
disease subtyping;
cardiovascular disease ... See more keywords
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1
Published in 2021 at "BMC Medical Informatics and Decision Making"
DOI: 10.1186/s12911-021-01556-0
Abstract: Background Better phenotyping of routinely collected coded data would be useful for research and health improvement. For example, the precision of coded data for hemorrhagic stroke (intracerebral hemorrhage [ICH] and subarachnoid hemorrhage [SAH]) may be…
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Keywords:
disease subtyping;
biobank;
radiology;
automated methods ... See more keywords
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Published in 2019 at "Aging and Disease"
DOI: 10.14336/ad.2019.0112
Abstract: Heterogenous clinical presentations of Parkinson’s disease have aroused several attempts in its subtyping for the purpose of strategic implementation of treatment in order to maximise therapeutic effects. Apart from a priori classifications based purely on…
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Keywords:
subtyping parkinson;
cluster analysis;
parkinson disease;
disease ... See more keywords
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1
Published in 2022 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2022.859462
Abstract: Motivation: Identifying new genetic associations in non-Mendelian complex diseases is an increasingly difficult challenge. These diseases sometimes appear to have a significant component of heritability requiring explanation, and this missing heritability may be due to…
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Keywords:
disease subtyping;
disease;
sparse mixture;
genetic associations ... See more keywords
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Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12010112
Abstract: The second most common progressive neurodegenerative disorder, Parkinson’s disease (PD), is characterized by a broad spectrum of symptoms that are associated with its progression. Several studies have attempted to classify PD according to its clinical…
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Keywords:
medicine;
disease subtyping;
using clinical;
clinical features ... See more keywords