Welcome to the AI for Survival Models Platform
🧠 Welcome to the AI_Survival Platform!
This platform helps you analyze survival data using AI and generate clear, professional insights.
📌 How to Use:
- Upload Your CSV File
- Must contain duration and event columns
- Additional covariates are optional
- Choose a Model
- Weibull, Log-Normal, Cox Hazard
- Click "Upload & Fit Model"
- The model runs and generates a report using the AI assistant
- View Results
- You’ll see a statistical summary and an AI-written interpretation
📁 File Format Notes:
- CSV must be UTF-8 encoded
- No missing headers; numeric values in required columns
- Max file size: 5MB
📊 Example Dataset Format
The CSV you upload should follow this format:
| patient_id |
age |
gender |
bmi |
smoking_status |
alcohol_use |
hypertension |
diabetes |
cholesterol |
creatinine |
crp |
systolic_bp |
diastolic_bp |
duration |
event |
| 1 | 71 | Female | 29.64 | Current | None | 0 | 0 | 269.76 | 0.69 | 7.02 | 97 | 102 | 305 | 1 |
| 2 | 34 | Female | 19.49 | Former | Heavy | 0 | 0 | 273.36 | 0.83 | 3.75 | 113 | 110 | 580 | 1 |
| 3 | 80 | Female | 20.36 | Former | Heavy | 0 | 0 | 278.63 | 1.36 | 4.38 | 104 | 112 | 484 | 0 |
| 4 | 40 | Female | 18.05 | Former | Heavy | 1 | 1 | 287.5 | 0.71 | 0.41 | 132 | 96 | 343 | 1 |
To analyze your dataset, select a model and upload your data in CSV format using the specified template. Then click the "Upload and Fit" button and wait a few moments for processing. Once the results are displayed, click "View Report" to read the detailed interpretation.
Thank you for choosing our service!.