Cervico

Cervico - AI-Powered Cervical Dilation Tracker

Overview:

Cervico is an AI-powered application designed to monitor and estimate cervical dilation progression using transvaginal ultrasound technology. This innovative tool aims to provide non-invasive, real-time cervical dilation tracking during labor, reducing the need for frequent manual cervical checks.

Features:

AI-Powered Cervical Dilation Estimation to analyze cervical dilation images.

Tampon-Style Ultrasound Patch: A wearable, transvaginal ultrasound device that captures ultrasound images of the dilating cervix.

Web App Interface: Displays dilation measurements, labor progress trends, and alerts for active labor.

Early Stage Prototype with Diagrams: Initial model training using medical diagrams before integrating real ultrasound data.

Predictive Labor Tracking: Combines contraction frequency and dilation trends to predict labor progression.

How It Works:

Data Input:

Users wear the Cervico Patch as instructed, which captures real-time cervical images.

Initially, AI is trained using diagram-based cervical dilation images and will later incorporate real ultrasound data.

AI Processing:

The AI model analyzes images to detect cervical opening size (in cm).

Predictions are refined with real ultrasound training data over time.

User Alerts & Insights:

The mobile app notifies users when dilation reaches active labor (~4 cm).

Users receive trend reports and insights on labor progression.

Provides alerts for the best time to receive an epidural, ensuring optimal pain management timing.

Built With

• fastapi
• html
• mongodb
• python
• pytorch
• react
• tailwind