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Computer Vision in Healthcare: Creating an AI Diagnostic Tool for Medical Image Analysis

AltexSoft

In this article, we’ll share key take-aways from our recent experience in building a prototype of a decision support tool that performs three tasks: lung segmentation, pneumothorax detection and localization, and. Let’s briefly explore the most promising use cases. Brain tumor segmentation on MRIs.

Medical 72
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8 Healthcare Machine Learning Project Ideas for Practice in 2023

ProjectPro

Researchers in the University College Hospital, London, are developing algorithms using Google’s DeepMind Heath to differentiate between healthy cells and cancerous cells to ensure more targeted radiation treatment for cancerous cells. You can treat diseases such as Parkinson’s and Alzheimer’s, too, with early detection.

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Medical Datasets for Machine Learning: Aims, Types and Common Use Cases

AltexSoft

Everyday the global healthcare system generates tons of medical data that — at least, theoretically — could be used for machine learning purposes. Medical Data: What to Consider When Working with Healthcare Information. In the medical sphere, sensitive details are called protected health information or PHI.

Medical 52
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Audio Analysis With Machine Learning: Building AI-Fueled Sound Detection App

AltexSoft

But acoustic signals can tell us even more if analyze them using modern technologies. In this article, we’ll share what we’ve learnt when creating an AI-based sound recognition solutions for healthcare projects. Below we’ll give most popular use cases. A real-life use cases of such analysis is Sleep.ai

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15 Generative Adversarial Networks (GAN) Based Project Ideas

ProjectPro

Dive into the generative adversarial networks applications through some of the cool and interesting GAN projects to work on. Earlier this year, the world was taken by storm by MyHeritage’s Deep Nostalgia which brought alive old pictures using AI technology. But let’s put first things first and look into how GANs look.

Project 52
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IoT Cyber Security: Trends, Challenges and Solutions

Knowledge Hut

IoT cyber security is a technology segment devoted to protecting linked devices and networks in the Internet of things (IoT). Gartner predicts that by 2020, IoT will be used in more than 25% of enterprise attacks. Protocols used in IoT systems may have security flaws that have a ripple effect on the entire system.

Medical 52
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Document Classification With Machine Learning: Computer Vision, OCR, NLP, and Other Techniques

AltexSoft

A document in this case is an item of information that has content related to some specific category. Depending on the task, complex techniques like NLP can be used to analyze words and phrases in context and understand their semantics (meaning). Visuals can be represented by motion pictures or still images. Spam detection.