Diagnosing a Hidden Leukemia in the Emergency Department
A grounded multi-agent AI reasoning study: navigating a synthetic acute promyelocytic leukemia case from ED triage through empiric ATRA + arsenic trioxide to molecular remission — keeping every recommendation auditable.
From Molecular Evidence to Multidisciplinary Decision Support
A synthetic third-line colorectal cancer case study built on Claude Science — how the mechanical-but-hard work between a molecular report and a patient's next step is done reliably, traceably, and closed to care.
Building a Virtual Cell to Rank Gene-Therapy Strategies — Before the Lab
An AiMOneHealth lighthouse case: grounding a variant, simulating every rescue strategy, iterating to convergence, and naming the one measurement that earns confidence in the answer.
Why Earlier Multidisciplinary Review Matters
Helping patients reach the right treatment sooner — why bringing multiple clinical perspectives together before critical decisions are made reduces delays and uncertainty.
From Sequential Referrals to Multidisciplinary Deliberation
How bringing multiple clinical perspectives together earlier can reduce delays, improve coordination, and help patients reach informed treatment decisions sooner.
How Multidisciplinary Deliberation Can Reduce Diagnostic Delays
The challenge is not finding specialists — it's bringing the right expertise together early to identify critical information needs and cut diagnostic delays.
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