Health Prediction
This Hugging Face Space demonstrates fully homomorphic encryption (FHE) applied to a health prediction model. Users select symptoms which are encrypted client-side before being sent to the server. The model performs inference directly on the encrypted data and returns an encrypted diagnosis that only the user can decrypt. The project, created by Zama, showcases practical privacy-preserving machine learning for sensitive domains like healthcare.
FreeWebSelf-hostedCloud-managed
Overview
3 featuresHealth Prediction sits in PulseGate's AI & ML category. It focuses on enabling medical predictions on sensitive health data without exposing raw information to the computing server. Health Prediction is an open-source project aimed at privacy researchers and healthcare technologists. Health Prediction is free to use. It ships for the web, and it can be self-hosted.
zama-fhe builds and maintains Health Prediction, and it first shipped in 2024. Among its 3 catalogued features are Symptom Input, Encrypted Inference, and Privacy-Preserving Diagnosis.
Summary written by a language model from the project’s public pages.
- Symptom Input
- Encrypted Inference
- Privacy-Preserving Diagnosis
Tags
homomorphic-encryptionprivacy-preserving-mlhealth-diagnosisfhe-demo
AI capabilities
Structured
Inference: Cloud APIWeights: Proprietary
Built with & integrations
Hosting
AWS
AI providers
local_oss
Runs on
BrowserSelf-hostedCloud-managed
Detected from
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
- local_oss
- huggingface in the HTML
Trust & compliance
Verified signals
HTTPSFree tier
Indexing history
1What PulseGate has recorded for this listing
- Indexed31 Jul · 02:35 UTCzama-fhe/encrypted_health_prediction verified against its public sourceSource: PulseGate · Open
Frequently asked questions about Health Prediction
- What does Health Prediction do?
- Health Prediction focuses on enabling medical predictions on sensitive health data without exposing raw information to the computing server. It is catalogued under AI & ML on PulseGate.
- Who is Health Prediction for?
- Health Prediction is an open-source project built for privacy researchers and healthcare technologists.
- Does Health Prediction have a free plan?
- Yes — Health Prediction is free to use.
- What platforms does Health Prediction run on?
- Health Prediction runs on the web. It can also be self-hosted.
- Is Health Prediction still active?
- Unverified. Health Prediction has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- Who makes Health Prediction?
- Health Prediction is developed by zama-fhe.
- How long has Health Prediction been around?
- Health Prediction first shipped in 2024.
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