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

AltexSoft

Despite the focus on pulmonology, our survey touches on common questions of computer vision in healthcare. Particularly, we’ll present our findings on what it takes to prepare a medical image dataset, which models show best results in medical image recognition , and how to enhance the accuracy of predictions.

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Top Data Science Trends in 2024

Knowledge Hut

The renowned AI-powered virtual nurses “Molly” and “ Angel ”, have taken healthcare to new heights and robots have already been performing various surgical procedures. Dynamic technologies like data science and AI have some intriguing data science trends to watch out for, in 2024. What’s new for Deep Learning in 2024?

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Highest Paying Data Science Jobs in the World

Knowledge Hut

Data Science, with its interdisciplinary approach, combines statistics, computer science, and domain knowledge and has opened up a world of exciting and lucrative career opportunities for professionals with the right skills and expertise. The market is flooding with the highest paying data science jobs.

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What is Machine Learning and Why It Matters: Everything You Need to Know

Knowledge Hut

It means computers learn and there are many concepts, methods, algorithms and processes involved in making this happen. Let us try to understand some of the more important machine learning terms. Three concepts – artificial intelligence, machine learning and deep learning – are often thought to be synonymous.

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Length of Stay in Hospital: How to Predict the Duration of Inpatient Treatment

AltexSoft

Healthcare facilities and insurance companies would give a lot to know the answer for each new admission. This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations. The built-in algorithm learns from every case, enhancing its results over time.

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

AltexSoft

Today, we have AI and machine learning to extract insights, inaudible to human beings, from speech, voices, snoring, music, industrial and traffic noise, and other types of acoustic signals. In this article, we’ll share what we’ve learnt when creating an AI-based sound recognition solutions for healthcare projects. Speech recognition.

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What is Data Augmentation? Techniques, Applications, Examples

Knowledge Hut

AutoAugment: This is a technique that automatically searches for the best data augmentation techniques for a given dataset. Self-driving Cars: It is being used to develop machine learning models that can be used to train self-driving cars to recognize objects on the road and to make decisions about how to navigate.