ML Application · TypeScript

ICU_MONITORING

AI-assisted ICU monitoring platform with a real-time web dashboard, FastAPI backend, computer vision safety pillars, alerting pipeline, and session-based historical analytics.

Irine Milton@irinemilton · Atlas 62.5 · #14= builder

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What it is

ICU Guardian is a full-stack ICU monitoring system that integrates real-time vitals simulation, computer vision-based safety monitoring, and machine learning risk prediction into a web-based dashboard with alerting and historical analytics.

Scored ate63c6d06 Nov 2026Changes since

Merit describes the code at this commit. Later pushes count once the owner rescans. How merit is scored

Where it counts

Machine Learning80%
Computer Vision70%
Data Science30%
AI Agents10%
MLOps10%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the Machine Learning board

Whole board

RankProjectBuilderFieldMerit

11, shared ranktrot-livive-netEducational Implementation · RustTROT is an educational implementation of a tiny neural network written from scratch in Rust, featuring hand-written forward and backward passes, deterministic data generation, and ONNX export with runtime verification, designed to teach the fundamentals of machine learning…65.5/100AdvancedJarad PeckenpaughMachine Learning
13simple-ragRAG System · Pythonsimple-rag is a self-hosted RAG server that allows users to upload PDFs and ask questions about them, featuring a web UI for setup, support for multiple vector stores and embedding providers, query rewriting for cross-language retrieval, and an evaluation suite.65.1/100AdvancedMaksym RadkoMachine Learning
14ICU_MONITORINGML Application · TypeScript65.0/100AdvancedIrine MiltonMachine Learning
15camera505ML Application · PythonThe repository presents an end-to-end physiological monitoring system that processes ECG and audio signals using a multimodal transformer and adaptive baseline for real-time apnea detection, with a mobile and desktop frontend.64.6/100Advancedvlad andreiMachine Learning
16rigd-livive-netAI Developer Tool · HTMLThe repository provides a zero-dependency browser-based 3D skeletal rig and associated tooling for preparing American Sign Language data and optimizing pose trajectories, serving as the Level 1 kinematic testbed for the Constrained Kinematic Pose Estimator (CKPE) machine…64.1/100AdvancedJarad PeckenpaughMachine Learning

What it is

Where it counts

Around it on the Machine Learning board

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