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LoRAS: an oversampling approach for imbalanced datasets

Machine learning, 2021-02, Vol.110 (2), p.279-301

2021

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A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data

Scientific reports, 2024-01, Vol.14 (1), p.2287-2287, Article 2287

2024

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OMOP CDM Can Facilitate Data-Driven Studies for Cancer Prediction: A Systematic Review

International journal of molecular sciences, 2022-10, Vol.23 (19), p.11834

2022

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Automated annotation of rare-cell types from single-cell RNA-sequencing data through synthetic oversampling

BMC bioinformatics, 2021-11, Vol.22 (1), p.557-557, Article 557

2021

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Quality control in scRNA-Seq can discriminate pacemaker cells: the mtRNA bias

Cellular and molecular life sciences : CMLS, 2021-10, Vol.78 (19-20), p.6585-6592

2021

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Stem cells and heart disease - Brake or accelerator?

Advanced drug delivery reviews, 2017-10, Vol.120, p.2-24

2017

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Monitoring the maturation of the sarcomere network: a super-resolution microscopy-based approach

Cellular and molecular life sciences : CMLS, 2022-03, Vol.79 (3), p.149-149, Article 149

2022

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Supporting regional pandemic management by enabling self-service reporting-A case report

PloS one, 2024-01, Vol.19 (1), p.e0297039-e0297039

2024

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A benchmark of hemoglobin blocking during library preparation for mRNA-Sequencing of human blood samples

Scientific reports, 2020-03, Vol.10 (1), p.5630-5630, Article 5630

2020

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A Multi-Schematic Classifier-Independent Oversampling Approach for Imbalanced Datasets

IEEE access, 2021, Vol.9, p.123358-123374

2021

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The Effects of Hypoxic Preconditioned Murine Mesenchymal Stem Cells on Post-Infarct Arrhythmias in the Mouse Model

International journal of molecular sciences, 2022-08, Vol.23 (16), p.8843

2022

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TRAPLINE: a standardized and automated pipeline for RNA sequencing data analysis, evaluation and annotation

BMC bioinformatics, 2016-01, Vol.17 (6), p.21-21, Article 21

2016

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Leptin deficiency-caused behavioral change - A comparative analysis using EthoVision and DeepLabCut

Frontiers in neuroscience, 2023-03, Vol.17, p.1052079-1052079

2023

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Artificial Intelligence Reporting Guidelines' Adherence in Nephrology for Improved Research and Clinical Outcomes

Biomedicines, 2024-03, Vol.12 (3), p.606

2024

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Ten Topics to Get Started in Medical Informatics Research

Journal of medical Internet research, 2023-07, Vol.25 (1), p.e45948-e45948

2023

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CCR2 macrophage response determines the functional outcome following cardiomyocyte transplantation

Genome medicine, 2023-08, Vol.15 (1), p.61-61, Article 61

2023

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Cardiac Cell Therapies for the Treatment of Acute Myocardial Infarction: A Meta-Analysis from Mouse Studies

Cellular physiology and biochemistry, 2017-01, Vol.42 (1), p.254-268

2017

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Personalized Cell Therapy for Patients with Peripheral Arterial Diseases in the Context of Genetic Alterations: Artificial Intelligence-Based Responder and Non-Responder Prediction

Cells (Basel, Switzerland), 2021-11, Vol.10 (12), p.3266

2021

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Contribution of Synthetic Data Generation towards an Improved Patient Stratification in Palliative Care

Journal of personalized medicine, 2022-08, Vol.12 (8), p.1278

2022

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Single-Nucleus Sequencing of an Entire Mammalian Heart: Cell Type Composition and Velocity

Cells (Basel, Switzerland), 2020-01, Vol.9 (2), p.318

2020

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In silico investigation of molecular networks linking gastrointestinal diseases, malnutrition, and sarcopenia

Frontiers in nutrition (Lausanne), 2022-11, Vol.9, p.989453-989453

2022

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Streamlining intersectoral provision of real-world health data: a service platform for improved clinical research and patient care

Frontiers in medicine, 2024-06, Vol.11, p.1377209

2024

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Hematopoietic stem-cell senescence and myocardial repair - Coronary artery disease genotype/phenotype analysis of post-MI myocardial regeneration response induced by CABG/CD133+ bone marrow hematopoietic stem cell treatment in RCT PERFECT Phase 3

EBioMedicine, 2020-07, Vol.57, p.102862-102862, Article 102862

2020

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Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence

NPJ digital medicine, 2024-03, Vol.7 (1), p.76-76, Article 76

2024

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Integrative Cluster Analysis of Whole Hearts Reveals Proliferative Cardiomyocytes in Adult Mice

Cells (Basel, Switzerland), 2020-05, Vol.9 (5), p.1144

2020

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LoRAS: an oversampling approach for imbalanced datasets

A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data

OMOP CDM Can Facilitate Data-Driven Studies for Cancer Prediction: A Systematic Review

Automated annotation of rare-cell types from single-cell RNA-sequencing data through synthetic oversampling

Quality control in scRNA-Seq can discriminate pacemaker cells: the mtRNA bias

Stem cells and heart disease - Brake or accelerator?

Monitoring the maturation of the sarcomere network: a super-resolution microscopy-based approach

Supporting regional pandemic management by enabling self-service reporting-A case report

A benchmark of hemoglobin blocking during library preparation for mRNA-Sequencing of human blood samples

A Multi-Schematic Classifier-Independent Oversampling Approach for Imbalanced Datasets

The Effects of Hypoxic Preconditioned Murine Mesenchymal Stem Cells on Post-Infarct Arrhythmias in the Mouse Model

TRAPLINE: a standardized and automated pipeline for RNA sequencing data analysis, evaluation and annotation

Leptin deficiency-caused behavioral change - A comparative analysis using EthoVision and DeepLabCut

Artificial Intelligence Reporting Guidelines' Adherence in Nephrology for Improved Research and Clinical Outcomes

Ten Topics to Get Started in Medical Informatics Research

CCR2 macrophage response determines the functional outcome following cardiomyocyte transplantation

Cardiac Cell Therapies for the Treatment of Acute Myocardial Infarction: A Meta-Analysis from Mouse Studies

Personalized Cell Therapy for Patients with Peripheral Arterial Diseases in the Context of Genetic Alterations: Artificial Intelligence-Based Responder and Non-Responder Prediction

Contribution of Synthetic Data Generation towards an Improved Patient Stratification in Palliative Care

Single-Nucleus Sequencing of an Entire Mammalian Heart: Cell Type Composition and Velocity

In silico investigation of molecular networks linking gastrointestinal diseases, malnutrition, and sarcopenia

Streamlining intersectoral provision of real-world health data: a service platform for improved clinical research and patient care

Hematopoietic stem-cell senescence and myocardial repair - Coronary artery disease genotype/phenotype analysis of post-MI myocardial regeneration response induced by CABG/CD133+ bone marrow hematopoietic stem cell treatment in RCT PERFECT Phase 3

Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence

Integrative Cluster Analysis of Whole Hearts Reveals Proliferative Cardiomyocytes in Adult Mice

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