Tag Archives: consent

Imaging Ethics: Consent Incidental Findings and Data Use
8
Feb

Overview

Imaging raises ethical issues including informed consent for procedures and for secondary use of images in research and AI development. Incidental findings require policies for disclosure follow up and management to balance benefit and harm. Transparent governance and patient engagement are essential to ethical imaging practice.

Consent Practices

Obtain informed consent that explains risks benefits and alternatives for imaging procedures and clarify whether images may be used for research or AI training. Use tiered consent options where feasible and document patient preferences in the record. Ensure consent materials are understandable and culturally appropriate.

Managing Incidental Findings

Develop standardized pathways for reporting incidental findings with clear responsibility for follow up and communication to patients and referring clinicians. Provide decision support and referral resources to avoid unnecessary testing while ensuring clinically significant findings are addressed. Track outcomes of incidental findings to refine policies and patient counseling.

Data Use and Privacy

Establish governance for secondary use of imaging data that includes de identification standards consent management and oversight committees. Engage patients and communities in decisions about data sharing and benefit sharing for research and AI development. Maintain transparency about data use and provide mechanisms for patients to opt out where appropriate.

AI for Image Based Clinical Trial Recruitment
4
Feb

Overview

AI screens imaging archives to identify patients meeting imaging based eligibility criteria for clinical trials. Automated pre screening accelerates recruitment and reduces manual effort. This supports timely trial enrollment and research progress.

Techniques

Automated feature extraction and phenotype matching identify potential candidates. Integration with clinical data refines eligibility and reduces false positives. Secure workflows protect patient privacy during outreach.

Operational Benefits

Faster recruitment shortens trial timelines and reduces costs. Targeted outreach improves patient matching and retention. Collaboration with trial teams ensures appropriate consent and follow up.

Ethical Considerations

Transparent processes and patient consent are required for recruitment outreach. Bias in selection must be monitored to ensure equitable access. Governance frameworks oversee data use and communication.