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Integrating digital gait data with metabolomics and clinical data to predict outcomes in Parkinson's disease.
- Published in:
- NPJ Digital Medicine, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41746-024-01236-z
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- Publication type:
- Article
Development of Purification Concepts for Nutraceuticals from Algae - Part II: Design of Purification Strategies.
- Published in:
- Chemical Engineering & Technology, 2015, v. 38, n. 11, p. 2035, doi. 10.1002/ceat.201400618
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- Publication type:
- Article
Development of Purification Concepts for Nutraceuticals from Algae - Part I: Characterization of Emulsifying Components.
- Published in:
- Chemical Engineering & Technology, 2015, v. 38, n. 11, p. 2025, doi. 10.1002/ceat.201400619
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- Publication type:
- Article
L-dopa increases α-synuclein DNA methylation in Parkinson's disease patients in vivo and in vitro.
- Published in:
- 2015
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- Publication type:
- journal article
A Geometric Method for Model Reduction of Biochemical Networks with Polynomial Rate Functions.
- Published in:
- Bulletin of Mathematical Biology, 2015, v. 77, n. 12, p. 2180, doi. 10.1007/s11538-015-0118-0
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- Publication type:
- Article
Remote monitoring technologies in Alzheimer's disease: design of the RADAR-AD study.
- Published in:
- Alzheimer's Research & Therapy, 2021, v. 13, n. 1, p. 1, doi. 10.1186/s13195-021-00825-4
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- Publication type:
- Article
Molecular signatures in IASLC/ATS/ERS classified growth patterns of lung adenocarcinoma.
- Published in:
- PLoS ONE, 2018, v. 13, n. 10, p. 1, doi. 10.1371/journal.pone.0206132
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- Publication type:
- Article
TGF-β stimulation in human and murine cells reveals commonly affected biological processes and pathways at transcription level.
- Published in:
- BMC Systems Biology, 2014, v. 8, n. 1, p. 1, doi. 10.1186/1752-0509-8-55
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- Publication type:
- Article
Modeling ERBB receptor-regulated G1/S transition to find novel targets for de novo trastuzumab resistance.
- Published in:
- BMC Systems Biology, 2009, v. 3, p. 1, doi. 10.1186/1752-0509-3-1
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- Publication type:
- Article
Transformer models in biomedicine.
- Published in:
- BMC Medical Informatics & Decision Making, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12911-024-02600-5
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- Publication type:
- Article
AI reveals insights into link between CD33 and cognitive impairment in Alzheimer's Disease.
- Published in:
- PLoS Computational Biology, 2023, v. 19, n. 2, p. 1, doi. 10.1371/journal.pcbi.1009894
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- Publication type:
- Article
NSCLC cells adapted to EGFR inhibition accumulate EGFR interacting proteins and down-regulate microRNA related to epithelial-mesenchymal transition.
- Published in:
- International Journal of Clinical Pharmacology & Therapeutics, 2014, v. 52, n. 1, p. 92, doi. 10.5414/CPXCES13EA08
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- Publication type:
- Article
A systems pharmacology approach to improve drug therapy in NSCLC: Establishing a CESAR network.
- Published in:
- International Journal of Clinical Pharmacology & Therapeutics, 2014, v. 52, n. 1, p. 89, doi. 10.5414/CPXCES13EA07
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- Publication type:
- Article
Epigenome-wide DNA methylation analysis in siblings and monozygotic twins discordant for sporadic Parkinson's disease revealed different epigenetic patterns in peripheral blood mononuclear cells.
- Published in:
- Neurogenetics, 2017, v. 18, n. 1, p. 7, doi. 10.1007/s10048-016-0497-x
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- Publication type:
- Article
Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations.
- Published in:
- NPJ Digital Medicine, 2022, v. 5, n. 1, p. 1, doi. 10.1038/s41746-022-00666-x
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- Publication type:
- Article
Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations.
- Published in:
- NPJ Digital Medicine, 2022, v. 5, n. 1, p. 1, doi. 10.1038/s41746-022-00666-x
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- Publication type:
- Article
Using Multi-Scale Genetic, Neuroimaging and Clinical Data for Predicting Alzheimer’s Disease and Reconstruction of Relevant Biological Mechanisms.
- Published in:
- Scientific Reports, 2018, v. 8, n. 1, p. 1, doi. 10.1038/s41598-018-29433-3
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- Publication type:
- Article
Characterizing the genetic basis of innate immune response in TLR4-activated human monocytes.
- Published in:
- Nature Communications, 2014, v. 5, n. 10, p. 5236, doi. 10.1038/ncomms6236
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- Publication type:
- Article
miR-155 regulates differentiation of brown and beige adipocytes via a bistable circuit.
- Published in:
- Nature Communications, 2013, v. 4, n. 4, p. 1769, doi. 10.1038/ncomms2742
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- Publication type:
- Article
DNA methylation signature in peripheral blood reveals distinct characteristics of human X chromosome numerical aberrations.
- Published in:
- Clinical Epigenetics, 2015, v. 7, n. 1, p. 1, doi. 10.1186/s13148-015-0112-2
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- Publication type:
- Article
Towards realizing the vision of precision medicine: AI based prediction of clinical drug response.
- Published in:
- 2021
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- Publication type:
- journal article
Key Players of Cisplatin Resistance: Towards a Systems Pharmacology Approach.
- Published in:
- International Journal of Molecular Sciences, 2018, v. 19, n. 3, p. 767, doi. 10.3390/ijms19030767
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- Publication type:
- Article
Unsupervised automated high throughput phenotyping of RNAi time-lapse movies.
- Published in:
- BMC Bioinformatics, 2013, v. 14, n. 1, p. 1, doi. 10.1186/1471-2105-14-292
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- Publication type:
- Article
Steiner tree methods for optimal sub-network identification: an empirical study.
- Published in:
- BMC Bioinformatics, 2013, v. 14, n. 1, p. 1, doi. 10.1186/1471-2105-14-144
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- Publication type:
- Article
Ten quick tips for biomarker discovery and validation analyses using machine learning.
- Published in:
- PLoS Computational Biology, 2022, v. 18, n. 8, p. 1, doi. 10.1371/journal.pcbi.1010357
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- Publication type:
- Article
Evidence for contribution of epigenetic mechanisms in the pathogenesis of systemic mast cell activation disease.
- Published in:
- Immunogenetics, 2014, v. 66, n. 5, p. 287, doi. 10.1007/s00251-014-0768-3
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- Publication type:
- Article
Including network knowledge into Cox regression models for biomarker signature discovery.
- Published in:
- Biometrical Journal, 2014, v. 56, n. 2, p. 287, doi. 10.1002/bimj.201300035
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- Publication type:
- Article
Nested effects models for learning signaling networks from perturbation data.
- Published in:
- Biometrical Journal, 2009, v. 51, n. 2, p. 304, doi. 10.1002/bimj.200800185
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- Publication type:
- Article
Gene-based burden scores identify rare variant associations for 28 blood biomarkers.
- Published in:
- BMC Genomic Data, 2023, v. 24, n. 1, p. 1, doi. 10.1186/s12863-023-01155-0
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- Publication type:
- Article
Synthetic data generation for a longitudinal cohort study – evaluation, method extension and reproduction of published data analysis results.
- Published in:
- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-62102-2
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- Publication type:
- Article
Inferring modulators of genetic interactions with epistatic nested effects models.
- Published in:
- PLoS Computational Biology, 2017, v. 13, n. 4, p. 1, doi. 10.1371/journal.pcbi.1005496
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- Publication type:
- Article
Inferring the effect of catchment complexity on mesoscale hydrologic response.
- Published in:
- Water Resources Research, 2008, v. 44, n. 9, p. n/a, doi. 10.1029/2007WR006207
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- Publication type:
- Article
Evaluating the Alzheimer's disease data landscape.
- Published in:
- Alzheimer's & Dementia: Translational Research & Clinical Interventions, 2020, v. 6, n. 1, p. 1, doi. 10.1002/trc2.12102
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- Publication type:
- Article
Towards a Central Role of ISL1 in the Bladder Exstrophy–Epispadias Complex (BEEC): Computational Characterization of Genetic Variants and Structural Modelling.
- Published in:
- Genes, 2018, v. 9, n. 12, p. 609, doi. 10.3390/genes9120609
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- Publication type:
- Article
Bayesian network modeling of risk and prodromal markers of Parkinson's disease.
- Published in:
- PLoS ONE, 2023, v. 17, n. 2, p. 1, doi. 10.1371/journal.pone.0280609
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- Publication type:
- Article
Assessing the landscape of Alzheimer's disease cohort data: Biomarkers (non‐neuroimaging) / Multi‐modal comparisons.
- Published in:
- Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2020, v. 16, n. 11, p. 1, doi. 10.1002/alz.043052
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- Publication type:
- Article
NEMix: Single-cell Nested Effects Models for Probabilistic Pathway Stimulation.
- Published in:
- PLoS Computational Biology, 2015, v. 11, n. 4, p. 1, doi. 10.1371/journal.pcbi.1004078
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- Publication type:
- Article
MC EMiNEM Maps the Interaction Landscape of the Mediator.
- Published in:
- PLoS Computational Biology, 2012, v. 8, n. 6, p. 1, doi. 10.1371/journal.pcbi.1002568
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- Publication type:
- Article
GenRisk: a tool for comprehensive genetic risk modeling.
- Published in:
- Bioinformatics, 2022, v. 38, n. 9, p. 2651, doi. 10.1093/bioinformatics/btac152
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- Publication type:
- Article
Water source characterization through spatiotemporal patterns of major, minor and trace element stream concentrations in a complex, mesoscale German catchment.
- Published in:
- Hydrological Processes, 2008, v. 22, n. 12, p. 2028, doi. 10.1002/hyp.6804
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- Publication type:
- Article
Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders.
- Published in:
- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-67398-4
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- Publication type:
- Article
TGF-beta1 Does Not Induce Senescence of Multipotent Mesenchymal Stromal Cells and Has Similar Effects in Early and Late Passages.
- Published in:
- PLoS ONE, 2013, v. 8, n. 10, p. 1, doi. 10.1371/journal.pone.0077656
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- Publication type:
- Article
Network and Data Integration for Biomarker Signature Discovery via Network Smoothed T-Statistics.
- Published in:
- PLoS ONE, 2013, v. 8, n. 9, p. 1, doi. 10.1371/journal.pone.0073074
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- Publication type:
- Article
Boosting Probabilistic Graphical Model Inference by Incorporating Prior Knowledge from Multiple Sources.
- Published in:
- PLoS ONE, 2013, v. 8, n. 6, p. 1, doi. 10.1371/journal.pone.0067410
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- Publication type:
- Article
Network Based Consensus Gene Signatures for Biomarker Discovery in Breast Cancer.
- Published in:
- PLoS ONE, 2011, v. 6, n. 10, p. 1, doi. 10.1371/journal.pone.0025364
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- Publication type:
- Article
Redefining pandemic preparedness: Multidisciplinary insights from the CERP modelling workshop in infectious diseases, workshop report.
- Published in:
- Infectious Disease Modelling (2468-2152), 2024, v. 9, n. 2, p. 501, doi. 10.1016/j.idm.2024.02.008
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- Publication type:
- Article
Cross-talk between AMPK and EGFR dependent Signaling in Non-Small Cell Lung Cancer.
- Published in:
- Scientific Reports, 2016, p. 27514, doi. 10.1038/srep27514
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- Publication type:
- Article
Comprehensive Profiling of Blood Coagulation and Fibrinolysis Marker Reveals Elevated Plasmin-Antiplasmin Complexes in Parkinson's Disease.
- Published in:
- Biology (2079-7737), 2021, v. 10, n. 8, p. 716, doi. 10.3390/biology10080716
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- Publication type:
- Article
On Urinary Bladder Cancer Diagnosis: Utilization of Deep Convolutional Generative Adversarial Networks for Data Augmentation.
- Published in:
- Biology (2079-7737), 2021, v. 10, n. 3, p. 175, doi. 10.3390/biology10030175
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- Publication type:
- Article
Characterizing Highly Cited Papers in Mass Cytometry through H-Classics.
- Published in:
- Biology (2079-7737), 2021, v. 10, n. 2, p. 104, doi. 10.3390/biology10020104
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- Publication type:
- Article