synthetic-data

Documents about synthetic-data

• Evaluating wildfire policy impacts using synthetic controls: a data-driven assessment in Italy#147447HAL (France)
• High-Fidelity Synthetic Dataset for Heart Failure Clinical Records#347334Figshare
• High-Fidelity Synthetic Dataset for Parkinson's Disease Detection#347372Figshare
• SynthEHR-eviction: enhancing eviction SDoH detection with LLM-augmented synthetic EHR data.#891NCBI PubMed Central
• Reward-Guided Generation Improves the Scientific Utility of Synthetic Biomedical Data#10203bioRxiv / medRxiv
• Evaluating quality in synthetic data generation for large tabular health datasets#31291arXiv CS
• Synthetic disjoint and overlapping dynamic attributed networks with ground-truth information#120719DataCite
• Coherent Cross-modal Generation of Synthetic Biomedical Data to Advance Multimodal Precision Medicine#170851bioRxiv / medRxiv
• Rethinking Trust in Synthetic Health Data: Lessons From 7 European Research Initiatives.#185982NCBI PubMed Central
• Synthetic data in medicine: Legal and ethical considerations for patient profiling#188989Zenodo (CERN)
• SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC)#267590arXiv CS
• The Significance of Style Diversity in Annotation-Free Synthetic Data Generation#290586arXiv CS
• Forensic-Oriented Intrusion Detection Using Synthetic Network Traffic Data and Explainable Artificial Intelligence#329022arXiv CS
• On the Role of Conversational Timing in Synthetic Training Data for ASR#353117arXiv CS
• Synthetic data generation framework for quality control automation in gravure printing#394389arXiv CS
• Large-scale synthetic data enable digital twins of human excitable cells.#396071NCBI PubMed Central
• Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages?#809235arXiv (OAI Expanded)
• Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages?#819227arXiv (All)
• SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data#926080arXiv (All)
• The Impact of Synthetic Data Augmentation on Discourse-Pragmatic Function Classification#926550arXiv (All)
• Harnessing the power of synthetic data in healthcare: innovation, application, and privacy#964652OpenAlex
• Hierarchy of Personas: Investigating Variation in Synthetic LGBTQ-Related Survey Responses by Persona-Prompted Large Language Models#162959OSF
• Synthetic Household Populations and Evaluation Data: Global, Newcastle upon Tyne and Dar es Salaam Experiments#26348DataCite
• AI-Driven Synthetic Data Generation for Financial Product Development: Accelerating Innovation in Banking and Fintech through Realistic Data Simulation#87078PhilArchive
• Synthesizing Tabular Microdata with Gaussian Copulas: The rsdv R Package#270328OSF
• Advancing APT detection through transformer-driven feature learning and synthetic data generation.#1032NCBI PubMed Central
• Interpretable metrics for evaluating fidelity, diversity, and privacy in synthetic EEG data#120076Europe PMC
• SynSpill: Improved Industrial Spill Detection With Synthetic Data#158770arXiv (OAI)
• Uncovering Magnetic Phases with Synthetic Data and Physics-Informed Training#177059arXiv (OAI)
• Multi-site distributed training with data protections for PET-based synthetic CT.#227866NCBI PubMed Central
• Enhancing Brain MRI Anomaly Detection and Reasoning with ROI Rethink and Synthetic Data#307057arXiv CS
• Generating synthetic multi-national longitudinal cohorts for clinically grounded HIV research.#437028NCBI PubMed Central
• CoMedBench: A Multi-Source Benchmark of Synthetic Medical Data Fidelity and Downstream Utility#628265arXiv (OAI Expanded)
• CoMedBench: A Multi-Source Benchmark of Synthetic Medical Data Fidelity and Downstream Utility#630127arXiv (All)
• Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation#788738arXiv (OAI Expanded)
• Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation#792738arXiv (All)
• LentEx: Generalizable Latent Entity Extraction via Synthetic Data and Instruction-Tuned LLMs#927795arXiv (All)
• InFlux++: Real and Synthetic Data for Estimating Dynamic Camera Intrinsics#973254arXiv (All)
• Learning with Synthetic Data via SGD in High-Dimensional Linear Regression#987308arXiv (All)
• Pavement Condition Classification: Empirical Evidence from Machine Learning Models with Data Augmentation#283318Digital Commons @ Michigan Tech
• A Scoping Review of Synthetic Data Generation by Language Models in Biomedical Research and Application: Data Utility and Quality Perspectives.#170653NCBI PubMed Central
• data-is-better-together/10k_prompts_ranked#786896Hugging Face Datasets
• High-Fidelity Synthetic Dataset for Polish Companies Bankruptcy Prediction#350254Figshare
• A unified benchmark of synthetic data generation for clinical transcriptomic cancer cohorts#68538DataCite
• A unified benchmark of synthetic data generation for clinical transcriptomic cancer cohorts#68539DataCite
• Selecting synthetic data for successful simulation-based transfer learning in dynamical biological systems.#213997NCBI PubMed Central
• Quantifying the Privacy of Counterfactuals by Leveraging Membership Inference Attacks Against Synthetic Data#259483arXiv CS
• Real-Time Instruction Internalization for Large Language Models#272196BYU ScholarsArchive
• Where to Intervene? Benchmarking Fairness-Aware Learning on Differentially Private Synthetic Tabular Data#349638arXiv CS
• Retrieval of aboveground grass carbon stocks in savannah ecosystems using SAR data products.#372445ResearchSpace