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Neural Network-based Treatment Decision Support Tool in Patients With Refractory Solid Organ Malignancies
Sponsor: National University Hospital, Singapore
Summary
DRUID is a treatment decision support tool combining predictive models and public databases related to multi-gene markers, drug response screens, gene essentiality and clinical status of drugs to provide drug recommendations personalized based on an input genomic profile. We hypothesize that DRUID analysis of patients' somatic mutational profile from NGS diagnostic platform can be used as a treatment decision support tool in patients with refractory cancer without targetable mutations.
Official title: A Phase II Trial of Neural Network-based Treatment Decision Support Tool in Patients With Refractory Solid Organ Malignancies
Key Details
Gender
All
Age Range
21 Years - 99 Years
Study Type
INTERVENTIONAL
Enrollment
37
Start Date
2023-08-28
Completion Date
2026-06-30
Last Updated
2025-07-25
Healthy Volunteers
No
Conditions
Interventions
DRUID AI Program
Patients will begin single agent therapy within 4 weeks of enrolment and continue until disease progression, maximum safe cumulative dose reached (where applicable, per standard institution practice) or unacceptable toxicity as per physician's discretion.
Locations (1)
Department of Hematology-Oncology, National University Hospital
Singapore, Singapore