What is Healthcare Training Data? Why is it important?

AI and machine learning models developed for healthcare sector or medical treatments and care, need the healthcare training data to train such AI models. And without healthcare training data it is impossible the train the AI model mainly through supervised machine learning. And computer vision based models need the annotated images to detect things learnt through algorithms. 

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Medical Imaging Data for AI and Machine Learning in Medical Image Analysis

AI and Machine Learning in medical imaging is becoming more imperative with precise diagnosis of various diseases making the treatment and care process at hospitals more effective. And to train the AI model for medical imaging analysis, high-quality training data sets is required to train the machine learning model and get the accurate results when used in real-life diagnosis. Cogito explained here how these medical images are annotated with different types of image annotation techniques.

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What is the Scope of Data Analysis in Healthcare?

Data analysis filed is become important due to high reliability on data for analyzing the previous trend and predict the future. And the labeled data is also used in machine learning and AI-based project development.

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