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Identifying interpretable gene-biomarker associations with functionally informed kernel-based tests in 190,000 exomes.
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- Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-32864-2
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- Article
AntiSplodge: a neural-network-based RNA-profile deconvolution pipeline designed for spatial transcriptomics.
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- NAR Genomics & Bioinformatics, 2022, v. 4, n. 4, p. 1, doi. 10.1093/nargab/lqac073
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- Article
Quantifying the uncertainty in heritability.
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- Journal of Human Genetics, 2014, v. 59, n. 5, p. 269, doi. 10.1038/jhg.2014.15
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- Article
Patterns of methylation heritability in a genome-wide analysis of four brain regions.
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- Nucleic Acids Research, 2013, v. 41, n. 4, p. 2095, doi. 10.1093/nar/gks1449
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- Article
Simulating rigid head motion artifacts on brain magnitude MRI data–Outcome on image quality and segmentation of the cerebral cortex.
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- PLoS ONE, 2024, v. 19, n. 4, p. 1, doi. 10.1371/journal.pone.0301132
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- Article
Improved prediction of glioma‐related aphasia by diffusion MRI metrics, machine learning, and automated fiber bundle segmentation.
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- Human Brain Mapping, 2023, v. 44, n. 12, p. 4480, doi. 10.1002/hbm.26393
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- Article
FaST-LMM-Select for addressing confounding from spatial structure and rare variants.
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- Nature Genetics, 2013, v. 45, n. 5, p. 470, doi. 10.1038/ng.2620
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- Article
Whole-genome sequencing of multiple Arabidopsis thaliana populations.
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- Nature Genetics, 2011, v. 43, n. 10, p. 956, doi. 10.1038/ng.911
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- Article
Efficient set tests for the genetic analysis of correlated traits.
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- Nature Methods, 2015, v. 12, n. 8, p. 755, doi. 10.1038/nmeth.3439
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- Article
Accurate liability estimation improves power in ascertained case-control studies.
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- Nature Methods, 2015, v. 12, n. 4, p. 332, doi. 10.1038/nmeth.3285
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- Article
Epigenome-wide association studies without the need for cell-type composition.
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- Nature Methods, 2014, v. 11, n. 3, p. 309, doi. 10.1038/nmeth.2815
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- Article
Improved linear mixed models for genome-wide association studies.
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- Nature Methods, 2012, v. 9, n. 6, p. 525, doi. 10.1038/nmeth.2037
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- Article
FaST linear mixed models for genome-wide association studies.
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- Nature Methods, 2011, v. 8, n. 10, p. 833, doi. 10.1038/nmeth.1681
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- Article
Metadata-guided feature disentanglement for functional genomics.
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- Bioinformatics, 2024, v. 40, p. ii4, doi. 10.1093/bioinformatics/btae403
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- Article
HAPNEST: efficient, large-scale generation and evaluation of synthetic datasets for genotypes and phenotypes.
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- Bioinformatics, 2023, v. 39, n. 9, p. 1, doi. 10.1093/bioinformatics/btad535
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- Article
transferGWAS: GWAS of images using deep transfer learning.
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- Bioinformatics, 2022, v. 38, n. 14, p. 3621, doi. 10.1093/bioinformatics/btac369
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- Article
Dynamic parametric MRI and deep learning: Unveiling renal pathophysiology through accurate kidney size quantification.
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- NMR in Biomedicine, 2024, v. 37, n. 4, p. 1, doi. 10.1002/nbm.5075
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- Article
Piloting a Survey-Based Assessment of Transparency and Trustworthiness with Three Medical AI Tools.
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- Healthcare (2227-9032), 2022, v. 10, n. 10, p. N.PAG, doi. 10.3390/healthcare10101923
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- Article
High-resolution subgrid models: background, grid generation, and implementation.
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- Ocean Dynamics, 2014, v. 64, n. 4, p. 519, doi. 10.1007/s10236-014-0693-x
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- Article
easyGWAS: A Cloud-Based Platform for Comparing the Results of Genome-Wide Association Studies.
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- Plant Cell, 2017, v. 29, n. 1, p. 5, doi. 10.1105/tpc.16.00551
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- Article
Warped linear mixed models for the genetic analysis of transformed phenotypes.
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- Nature Communications, 2014, v. 5, n. 9, p. 4890, doi. 10.1038/ncomms5890
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- Article
Machine learning-based prediction of motor status in glioma patients using diffusion MRI metrics along the corticospinal tract.
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- Brain Communications, 2022, v. 4, n. 3, p. 1, doi. 10.1093/braincomms/fcac141
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- Article
Generative multi-adversarial network for striking the right balance in abdominal image segmentation.
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- International Journal of Computer Assisted Radiology & Surgery, 2020, v. 15, n. 11, p. 1847, doi. 10.1007/s11548-020-02254-4
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- Article
Further Improvements to Linear Mixed Models for Genome-Wide Association Studies.
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- Scientific Reports, 2014, p. 1, doi. 10.1038/srep06874
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- Article
Self-Supervised Learning Methods for Label-Efficient Dental Caries Classification.
- Published in:
- Diagnostics (2075-4418), 2022, v. 12, n. 5, p. N.PAG, doi. 10.3390/diagnostics12051237
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- Article
A trustworthy AI reality-check: the lack of transparency of artificial intelligence products in healthcare.
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- Frontiers in Digital Health, 2024, p. 1, doi. 10.3389/fdgth.2024.1267290
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- Article
Publisher Correction: Computer-aided interpretation of chest radiography reveals the spectrum of tuberculosis in rural South Africa.
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- 2021
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- Correction Notice
Computer-aided interpretation of chest radiography reveals the spectrum of tuberculosis in rural South Africa.
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- NPJ Digital Medicine, 2021, v. 4, n. 1, p. 1, doi. 10.1038/s41746-021-00471-y
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- Article
First in vivo fluorine-19 magnetic resonance imaging of the multiple sclerosis drug siponimod.
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- Theranostics, 2023, v. 13, n. 4, p. 1217, doi. 10.7150/thno.77041
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- Article
A unified framework for estimating country-specific cumulative incidence for 18 diseases stratified by polygenic risk.
- Published in:
- Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-48938-2
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- Article
Sparse probit linear mixed model.
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- Machine Learning, 2017, v. 106, n. 9-10, p. 1621, doi. 10.1007/s10994-017-5652-6
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- Article
Sparse probit linear mixed model.
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- Machine Learning, 2017, v. 106, n. 9-10, p. 1621, doi. 10.1007/s10994-017-5652-6
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- Article
Greater power and computational efficiency for kernel-based association testing of sets of genetic variants.
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- Bioinformatics, 2014, v. 30, n. 22, p. 3206, doi. 10.1093/bioinformatics/btu504
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- Article
A powerful and efficient set test for genetic markers that handles confounders.
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- Bioinformatics, 2013, v. 29, n. 12, p. 1526, doi. 10.1093/bioinformatics/btt177
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- Article
Detecting regulatory gene–environment interactions with unmeasured environmental factors.
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- Bioinformatics, 2013, v. 29, n. 11, p. 1382, doi. 10.1093/bioinformatics/btt148
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- Article
A Lasso multi-marker mixed model for association mapping with population structure correction.
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- Bioinformatics, 2013, v. 29, n. 2, p. 206, doi. 10.1093/bioinformatics/bts669
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- Article
Gene function prediction from synthetic lethality networks via ranking on demand.
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- Bioinformatics, 2010, v. 26, n. 7, p. 912, doi. 10.1093/bioinformatics/btq053
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- Article