AI Healthcare Articles

AI Clinical Trial Matching: How Accurate Is It?

AI clinical trial matching can cut screening time and surface eligible patients faster. See what validation studies show and where human review still matters.

Oct 13, 2026 · 5 min read

AI Drug Discovery: What's Actually Changed So Far

AI drug discovery is speeding up early-stage research, but late-stage trial success hasn't moved much. Here's what the evidence shows in 2026.

Oct 12, 2026 · 4 min read

HIPAA-Compliant AI Development: An Engineering Checklist

Planning HIPAA-compliant AI development? Use this engineering checklist for BAAs, PHI in prompts and logs, de-identification, access control and vendors.

Oct 10, 2026 · 5 min read

AI Healthcare Chatbot: Build, Buy or Customize?

Choosing an AI healthcare chatbot? Compare build, buy and customize options, plus scope limits, safety testing, escalation and privacy requirements.

Oct 9, 2026 · 4 min read

AI Remote Patient Monitoring: Signal vs. Noise

AI remote patient monitoring can filter noisy sensor data and prioritize alerts. Explore data pipelines, false alarms, evidence gaps and rollout planning.

Oct 8, 2026 · 5 min read

Explainable AI in Healthcare: What Explanations Can Show

Explainable AI in healthcare promises trust, but explanation methods have limits. Compare SHAP, saliency maps and validation to see what clinicians need.

Oct 7, 2026 · 4 min read

NLP for Clinical Notes: Turning Free Text into Data

NLP for clinical notes can extract diagnoses, medications and context from free text. See how it works, where it fails and how to evaluate it safely.

Oct 6, 2026 · 4 min read

Clinical Decision Support AI Without the Alert Fatigue

Clinical decision support AI fails when alerts get ignored. Learn how override data, tiering and workflow design reduce alert fatigue safely.

Oct 5, 2026 · 5 min read

Predictive Analytics in Healthcare: Why Validation Matters

Predictive analytics in healthcare can flag deterioration and readmission risk, but calibration, local validation and workflow fit decide real value.

Oct 2, 2026 · 4 min read