A M P E R A
Client Context

Oncology Clinical Assistant GenAI-Assisted Protocol Guidance for Tumor Boards

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Sector:

Cancer Hospitals & Oncology Research Centers

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Geography:

U.S., India

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Engagement Type:

AI-assisted decision intelligence

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Scope:

Clinical guidelines, pathology reports, staging, molecular markers & comorbidities

Challenges

Challenges

    • Tumor board decisions required manual consolidation of pathology, imaging, and biomarker reports.
    • Clinical guidelines frequently evolved across NCCN, ESMO, and ASCO.
    • Case preparation took 2–5 hours per patient.
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Our Apporach

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Built a clinical knowledge assistant that synthesizes diagnostics, molecular markers & treatment history.
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Mapped structured/unstructured data to NCCN evidence-levels PM₁–PM₃.
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Delivered therapy & trial matching suggestions with contraindication warnings.
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Designed oncology-specific explainability view for clinicians not black-box output.
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Impact Delivered


    • Tumor board preparation time was reduced by 65% while increasing evidence traceability.
    • Improved treatment pathway confidence and cross-discipline alignment.
    • Enabled consistent documentation for clinical audits and research registry feeds.
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