ML in Health Science
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Image Patching & Segmentation
05-11-2024
Image segmentation utilizes numerical color values in the RGB scale for image preprocessing, resulting in 255 x 255 x 255 possible color variants for each pixel. This complexity can make the analysis of high-resolution images challenging. Dividing im...
Smartphone Camera for Angiographic Computer Vision
01-11-2024
This Web AI app is a computer vision tool for classifying femoropopliteal angiograms based on the FP GLASS classification, as detailed in the accompanying article. For comprehensive guidance, please refer to the 'How to Use' section and the r...
AI Markov Chain Text Generator
14-10-2024
This experimental tool uses Markov Chains and TensorFlow.js Universal Sentence Encoder to generate new text on the client side based on input information, without relying on large language models. Link to the APP
Limb Salvage Prediction
01-10-2024
The computer vision model provides the ability to predict the probability of lower limb salvage or loss in peripheral artery disease patients using pedal angiograms (DSA) in sagittal view. The model was built on the user side with fully anonymized da...
PROOF Transformer Chat
02-08-2024
PROOF is an open-source AI chat powered by the Gemma2b Transformer. It runs on your device, not on a third-party server, ensuring full privacy. Data privacy is crucial in healthcare settings! Tasks: Text generation, context extraction, and conversa...
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