Bhavesh J. Patel

Dataset Documentation for Responsible AI: Analysis of Suitability and Usage for Health Datasets

This study evaluates five dataset documentation approaches for health datasets and finds none are widely used or fully suitable, recommending a new standard with guidelines and tools.

AI-readiness criteria for biomedical data

The paper defines AI-readiness criteria for biomedical data, encompassing seven dimensions, and evaluates them across flagship datasets to ensure ethical and explainable AI practices.

SODA: Software to Support the Curation and Sharing of FAIR Autonomic Nervous System Data

SODA is an open-source software that guides researchers in curating and sharing FAIR autonomic nervous system data according to SPARC guidelines.

KnowMore: An Automated Knowledge Discovery Tool for the FAIR SPARC Datasets

KnowMore automates knowledge discovery across FAIR SPARC datasets by integrating data science methods and machine learning to generate visualizations for comparative analysis.

SPARC Data Structure: Rationale and Design of a FAIR Standard for Biomedical Research Data

This paper introduces the SPARC Data Structure (SDS), a FAIR standard for biomedical research data, and describes its rationale, design, and tools for implementation.