Computational biology projects built with AI
Surviva
A survival risk predictor for colorectal cancer
What it does
Surviva estimates survival for a colorectal cancer patient profile using a Cox proportional hazards model. Enter sex, age, TNM stage, KRAS status and MSI/MMR status, and it draws the predicted survival curve, gives one- and three-year survival estimates and a risk level, and lists the guideline-based points a clinician would consider for that profile.
How it works
- Trains a Cox proportional hazards model on patient survival data
- Takes a patient profile in a simple form
- Shows the survival curve, risk level and precision-medicine considerations, as decision support only
Built with Survival analysis · Cox model · KRAS · MSI/MMR · Python · Streamlit
A learner prototype built on public data, shared with the team's permission as part of their portfolio. It is not a clinical tool.
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