Hilkka Soininen
Statistics and Probability · 2000–2023
A researcher in the Science corpus: 27 papers; trusts 1 researcher and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 12 citations into it
Whom Hilkka Soininen trusts
Their strongest outbound trust, strongest first, inferred from their citations.
- James R. Schott (in Statistics and Probability)
Who trusts Hilkka Soininen
- Bruce S. McEwen (in Physiology)
- Kaj Blennow (in Physiology)
Papers from Hilkka Soininen's perspective
Ordered by how strongly the researchers Hilkka Soininen trusts endorse each paper. Same corpus, a different order for every researcher.
- Automatic anatomical brain MRI segmentation combining label propagation and decision fusion (NeuroImage)
- Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm (IEEE Transactions on Medical Imaging)
- Simultaneous truth and performance level estimation (STAPLE): an algorithm for the validation of image segmentation (IEEE Transactions on Medical Imaging)
- Neuropathological stageing of Alzheimer-related changes
- Evaluation of atlas selection strategies for atlas-based image segmentation with application to confocal microscopy images of bee brains (NeuroImage)
- Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
- A hybrid approach to the skull stripping problem in MRI (NeuroImage)
- Nonrigid registration using free-form deformations: application to breast MR images
- Random Forests
- Hypothetical model of dynamic biomarkers of the Alzheimer’s pathological cascade (Lancet Neurology)
Their papers
- Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer’s disease (2013) — 4,257 citations
- Common genetic variants influence human subcortical brain structures (2015) — 868 citations
- Genome-wide association study identifies variants at CLU and CR1 associated with Alzheimer's disease (2009) — 1,386 citations
- Genetic meta-analysis of diagnosed Alzheimer’s disease identifies new risk loci and implicates Aβ, tau, immunity and lipid processing (2019) — 2,422 citations
- Subgroups of Alzheimer's disease based on cerebrospinal fluid molecular markers (2005) — 166 citations
- Characterising the loss-of-function impact of 5’ untranslated region variants in 15,708 individuals (2019) — 162 citations
- FinnGen provides genetic insights from a well-phenotyped isolated population (2023) — 3,553 citations
- A structural variation reference for medical and population genetics (2020) — 876 citations
- Evaluating drug targets through human loss-of-function genetic variation (2019) — 168 citations
- A 2 year multidomain intervention of diet, exercise, cognitive training, and vascular risk monitoring versus control to prevent cognitive decline in at-risk elderly people (FINGER): a randomised controlled trial. (2015) — 2,985 citations
- Random Forest ensembles for detection and prediction of Alzheimer's disease with a good between-cohort robustness (2014) — 296 citations
- Gene-Wide Analysis Detects Two New Susceptibility Genes for Alzheimer's Disease (2014) — 1,239 citations
- Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease (2011) — 300 citations
- APOE and Alzheimer disease: a major gene with semi-dominant inheritance (2011) — 679 citations
- Common variants in ABCA7, MS4A6A/MS4A4E, EPHA1, CD33 and CD2AP are associated with Alzheimer’s disease (2011) — 1,932 citations
- Fast and robust multi-atlas segmentation of brain magnetic resonance images (2010) — 415 citations
- Cerebrospinal fluid {beta}-amyloid 42 and tau proteins as biomarkers of Alzheimer-type pathologic changes in the brain. (2009) — 848 citations
- CSF phosphorylated tau protein correlates with neocortical neurofibrillary pathology in Alzheimer's disease. (2006) — 624 citations
- Risk score for the prediction of dementia risk in 20 years among middle aged people: a longitudinal, population-based study. (2006) — 1,041 citations
- Leisure-time physical activity at midlife and the risk of dementia and Alzheimer's disease. (2005) — 1,073 citations