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Autonomous Self‐Evolving Research on Biomedical Data: The DREAM Paradigm
6 references·0 citing·29 second hop
Autonomous Self‐Evolving Research on Biomedical Data: The DREAM Paradigm (2025)Autonomous Self‐Evolving Research on Biom…Packaging and containerization of computational methods (2024)Packaging and containerizatio…Enhancing the fairness of AI prediction models by Quasi-Pareto improvement among heterogeneous thyroid nodule population (2024)Enhancing the fairness of AI …Autonomous LLM-Driven Research — from Data to Human-Verifiable Research Papers (2024)Autonomous LLM-Driven Researc…Streamlining data-intensive biology with workflow systems (2021)Streamlining data-intensive b…Educational and homeownership inequalities in stroke incidence: a population-based longitudinal study of mid-aged women (2013)Educational and homeownership…Socioeconomic Status and Stroke Incidence in the US Elderly (2006)Socioeconomic Status and Stro…The CES-D Scale (1977)Screening for Depression in Elderly Primary Care Patients (1997)Screening for depression in elderly primary care patients. A comparison of the Center for Epidemiologic Studies-Depression Scale and the Geriatric Depression Scale (1997)Rotating Night Shift Work and the Risk of Ischemic Stroke (2009)Socioeconomic Status and Health (2009)Predicting self-rated mental and physical health: the contributions of subjective socioeconomic status and personal relative deprivation (2015)Screening for depression in well older adults: evaluation of a short form of the CES-D (Center for Epidemiologic Studies Depression Scale). (1994)Screening for Depression in Well Older Adults: Evaluation of a Short Form of the CES-D (1994)Projections of Global Mortality and Burden of Disease from 2002 to 2030 (2006)Socioeconomic variation in incidence of primary and secondary major cardiovascular disease events: an Australian population-based prospective cohort study (2016)Non-compensatory aggregation method to measure social and material deprivation in an urban area: relationship with premature mortality (2019)Are socio-economic inequalities related to cardiovascular disease risk? A systematic review and meta-analysis of prospective studies (2024)Nextflow enables reproducible computational workflows (2017)The Galaxy platform for accessible, reproducible and collaborative biomedical analyses: 2018 update (2018)The nf-core framework for community-curated bioinformatics pipelines (2020)Principles for data analysis workflows (2021)Developing and reusing bioinformatics data analysis pipelines using scientific workflow systems (2023)WorkflowHub: a registry for computational workflows (2025)RISK, RACE, AND RECIDIVISM: PREDICTIVE BIAS AND DISPARATE IMPACT* (2016)Predictably unequal: understanding and addressing concerns that algorithmic clinical prediction may increase health disparities (2020)Algorithmic fairness in artificial intelligence for medicine and healthcare (2023)Bioconductor: open software development for computational biology and bioinformatics (2004)1,500 scientists lift the lid on reproducibility (2016)Singularity: Scientific containers for mobility of compute (2017)A how-to guide for code sharing in biology (2024)ChatGPT listed as author on research papers: many scientists disapprove (2023)Science in the age of large language models (2023)Artificial intelligence and illusions of understanding in scientific research (2024)Enhancing Quantitative Analysis in Social Sciences With Large Language Models (LLMs): A Methodological Case Study in Educational Research (2025)
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References

  • 2006Socioeconomic Status and Stroke Incidence in the US Elderly171 cited
  • 2021Streamlining data-intensive biology with workflow systems60 cited
  • 2024Autonomous LLM-Driven Research — from Data to Human-Verifiable Research Papers34 cited
  • 2013Educational and homeownership inequalities in stroke incidence: a population-based longitudinal study of mid-aged women29 cited
  • 2024Enhancing the fairness of AI prediction models by Quasi-Pareto improvement among heterogeneous thyroid nodule population25 cited
  • 2024Packaging and containerization of computational methods24 cited

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