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Healthcare AI Ethics & Bias Mitigation
- Training clinicians on responsible AI use in diagnostics and care
- Administrators on responsible AI use in diagnostics and care
Overview of the webinar
- Artificial intelligence (AI) is revolutionizing healthcare by enabling faster diagnostics, personalized treatment plans, predictive analytics, and streamlined operations. However, as AI systems increasingly influence clinical decisions and patient outcomes, concerns about ethics and bias have come to the forefront.
- AI algorithms, trained on historical healthcare data, can unintentionally perpetuate or amplify existing biases related to race, gender, socioeconomic status, and more. These biases risk creating unequal access to care, misdiagnosis, or inappropriate treatment recommendations, ultimately impacting patient safety and trust.
- This session delves into the critical importance of ethics in healthcare AI and practical strategies for bias mitigation. It explores how biases can enter AI models through data selection, algorithm design, or deployment contexts, and how these challenges can be identified and addressed proactively.
- Ethical AI frameworks emphasize principles such as fairness, transparency, accountability, and patient privacy to ensure that AI technologies serve all populations equitably
- Participants will learn about emerging regulatory guidelines, real-world case studies, and best practices for building responsible AI in healthcare. Key topics include ensuring diverse and representative datasets, model explainability, continuous monitoring for unintended consequences, and fostering multidisciplinary collaboration between clinicians, data scientists, and ethicists.
Who should attend?
- Chief Data Officer (CDO)
- AI/ML Engineer – Healthcare
- Healthcare Compliance Officer
- Chief Medical Officer (CMO)
- Clinical Data Scientist
- Health Informatics Manager
- Regulatory Affairs Specialist – AI & HealthTech
- Ethicist / Bioethics Consultant
- Healthcare Quality & Safety Manager
- Digital Health Product Manager
- AI Ethics Lead
- Healthcare Research Scientist
- Health IT Security Officer
- Policy Advisor – Digital Health
- Innovation Manager – Healthcare AI
Why should you attend?
- As artificial intelligence (AI) becomes increasingly embedded in healthcare—from diagnostics and treatment planning to patient monitoring and administrative workflows—ethical concerns and algorithmic bias have emerged as critical challenges. Left unaddressed, these issues can lead to unequal care, eroded trust, and harmful outcomes, particularly for vulnerable populations.
- This session will help you understand the ethical frameworks, real-world risks, and strategies for identifying and mitigating bias in AI-driven healthcare systems.
- Whether you're a healthcare professional, policymaker, AI developer, startup founder, or researcher, you'll gain practical insights into designing and deploying fair, transparent, and accountable AI solutions.
- Attending this session will empower you to actively contribute to building AI systems that are not only innovative but also just, safe, and inclusive. Stay ahead in the era of digital health by learning how to integrate ethics and equity into your AI initiatives.
Faculty - Dr.Sonali Kirde
Dr. Sonali Kirde is a Medical Doctor and Strategic Consultant with rich experience in the pharmaceutical industry, having held critical roles at Merck Sharp Dohme (MSD), GlaxoSmithKline (GSK), and Takeda Biopharmaceuticals. Her expertise includes clinical pharmacology, regulatory strategy, market access, and medical affairs, driving impactful product launches and healthcare innovations.
As CEO & Founder HealthSpect 360, she support healthtech startups on regulatory, GTM, and investment strategy. She is also the Founder of ELEVATE, where she mentors doctors for leadership roles, exploring non-traditional career opportunities specially in Pharmaceutical companies. She also consults healthtech startups on regulatory, GTM, and investment strategy. In addition, she runs a Podcast Channel- The HealthSpect Show where she share powerful insights, tips, and real conversations—from basics to bold innovations in healthcare and startup ecosystems.
Dr. Sonali is a mentor and judge at top incubators including Startup India's MAARG, BHASKAR, IIT Bombay E-Cell, IIT Madras E-Cell, AIC Pinnacle, WISE SNDT, MSSU I-SPARK, VentureBlick (Singapore), GooCampus, Womennovator, WIMA, and Wadhwani Foundation, and serves as Regional Director for a nonprofit supporting girl child education and women’s empowerment.
As a recognized speaker, she have been invited to share her insights at national and international forums, contributing to discussions on healthcare innovation, patient outcomes, and medical advancement.
As a Consultant to health care startups, she plays a vital role in the growth and success.