MCKINNEY, Texas: #AI--ScienceSoft will participate in World Health Expo (WHX) Miami 2026, formerly FIME, held June 17–19, 2026, at the Miami Beach Convention Center in Florida. On June 18, at 2:20 p.m. (UTC-4), Marina Chernik, Lead Business Analyst at ScienceSoft, will speak on how healthcare organizations can prevent AI hallucinations from reaching clinical workflows.

Her presentation, “Clinical AI Without Surprises: Engineering Against Hallucination,” will cover:

• Why large language models hallucinate and why clinical use cases are especially vulnerable.
• Where hallucinations can appear in healthcare workflows, including triage, ambient documentation, diagnosis support, and CPT coding.
• How grounding, retrieval-augmented generation, confidence thresholds, clinical rules engines, contradiction detection, and judge agents can reduce the risk of unsafe AI outputs.
• Why audit trails are essential for clinical accountability, compliance, and incident investigation.
• How small language models deployed on premises or at the edge can support latency- and privacy-sensitive healthcare workflows.

The session will also include a live demonstration of a hallucination prevention architecture. The demo will show how a standard language model may generate unsupported clinical content and how a governed AI system can instead flag missing data, surface conflicting records, escalate low-confidence outputs, and log the full decision path for audit.

About WHX Miami 2026

World Health Expo Miami is a healthcare trade show and exhibition for the Americas. In 2026, the event will take place June 17–19 at the Miami Beach Convention Center. The organizers cite 15,000 professional visits, 1,300 exhibitors, and visitors from 120 countries. The event includes an exhibition, educational programming, startup showcases, matchmaking, and networking opportunities for healthcare manufacturers, suppliers, buyers, investors, and industry leaders.

Need Insider Healthcare AI Insights?

ScienceSoft’s experts will be available at WHX Miami 2026 to comment on AI hallucination risks, clinical AI governance, and technical safeguards for AI-assisted workflows. Visit ScienceSoft’s Press Room to request an expert opinion or arrange an interview with Marina during the event.

Fonte: Business Wire