Ethics in AI and Biomedical Research

ismielabir1 56 views 18 slides Jun 04, 2024
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About This Presentation

Ethics in Artificial Intelligence and Biomedical Research


Slide Content

   Small Evidence Can plays a big role 1

   Ethics for AI in Genomic Research

Objectives Understand AI's Role in Genomic Research Identify Ethical Challenges Review Ethical Guidelines and Frameworks 3

IMPORTANCE OF ETHICS IN AI PROTECTS INDIVIDUALS' PRIVACY ENSURES FAIRNESS AND      ACCURACY PREVENTS MISUSE OF GENETIC INFORMATION 4

AI and Application in Genomic Research AI refers to the use of advanced algorithms techniques to analyze complex genomic data.    Analyze genomic Data    Identify genetic variants     Predict disease    Gene sequencing 5

AI in Genomics Uncovers previously hidden genetic patterns AI algorithms identifying rare genetic disorders 6

Ethical Principles in AI     Benefits Ensure AI applications contribute positively to genomic research. No Harm Avoid causing harm to individuals Justice Avoiding biases and discrimination. 7

Prevents misuse and unauthorized access    Safeguards sensitive genetic information Maintains trust in genomic research       Data Privacy and Security    8   

Ethical AI Development                                                                  Transparency    9 Accountability     Fairness    Privacy Inclusivity             

          Use encryption techniques to secure genetic data    Implement strict access controls to limited user.    Remove personal identifiers from genetic data     AI and Genetic Privacy 10    

AI in Genomics Uncovers previously hidden genetic patterns AI algorithms identifying rare genetic disorders 11

Ethical Issues in Genetic Editing  Changes to DNA that can be  inherited by future generations.  Raises concerns about long-term effects, consent, and potential for eugenics. 12

Ethical Issues in Genetic Editing  Modifications to DNA in non-reproductive cells.   Generally considered less ethically contentious since changes are not passed to offspring. 13

   Protects individuals from discrimination based on their genetic information in health insurance and employment. Genetic Information Non-Discrimination Act (GINA)

Ethical Use of Genetic Information     Informed Consent Ensure individuals provide informed consent before their genetic information is collected and used. Transparency Clearly communicate how genetic data will be used, stored, and shared. Confidentiality Implement strong safeguards to protect the privacy and confidentiality of genetic data. 15

          Ethics are foundational to responsible AI development and deployment    Essential for protecting individuals' rights and ensuring trust in AI technologies    Crucial for addressing societal concerns    Final Thoughts on the Importance of Ethics in AI 16    

Fell Free to ask any question    17

Thank You              18