Publications by authors named "Juan Carlos Batlle"

Article Synopsis
  • Radiology is leading the way in integrating artificial intelligence into healthcare, impacting areas such as patient selection, study acquisition, and image interpretation.
  • Developers require large health record data sets, which leads to contractual agreements for data sharing, accompanied by careful curation and annotation of this data.
  • In 2019, the ACR established a Data Sharing Workgroup to identify best practices for sharing health information, focusing on five key areas: privacy, informed consent, standardization, vendor contracts, and data valuation.
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A core principle of ethical data sharing is maintaining the security and anonymity of the data, and care must be taken to ensure medical records and images cannot be reidentified to be traced back to patients or misconstrued as a breach in the trust between health care providers and patients. Once those principles have been observed, those seeking to share data must take the appropriate steps to curate the data in a way that organizes the clinically relevant information so as to be useful to the data sharing party, assesses the ensuing value of the data set and its annotations, and informs the data sharing contracts that will govern use of the data. Embarking on a data sharing partnership engenders a host of ethical, practical, technical, legal, and commercial challenges that require a thoughtful, considered approach.

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