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Medical prognosis using machine learning

WEBMachine learning enables us to build predictive models that help doctors predict the outcome of a disease and choose the best possible treatment for each patient. Medical …

Actived: 9 days ago

URL: https://www.neuraldesigner.com/solutions/medical-prognosis/

6 machine learning use cases in healthcare

WEB6 machine learning use cases in healthcare. Healthcare. Roberto López. August 31, 2023. Machine learning is transforming the practice of medicine. It helps …

Category: Medicine Go Health

The 3 main types of machine learning models

WEBConclusions. The main machine learning models are approximation, classification, and prediction models. A model uses mathematical concepts to describe a …

Category: Health Go Health

Patient screening for lung cancer using machine learning

WEBAugust 31, 2023. In this example, we build a machine learning model to make screening patients at risk for lung cancer. Lung cancer is the leading cause of cancer deaths …

Category: Cancer Go Health

Cervical cancer prognosis using machine learning

WEBEarly detection of cervical cancer is crucial for increasing survival rates, minimizing treatment intensity, and reducing mortality and healthcare costs.

Category: Cancer Go Health

Build a neural network in 7 steps

WEBOpen Neural Designer. The start page is shown. Click on the button New approximation model. Save the project file in the same folder as the data file. The main …

Category: Health Go Health

Human activity recognition using machine learning

WEBHuman activity recognition (HAR) aims to classify a person’s actions from a series of measurements captured by sensors. Nowadays, collecting this type of data is not an …

Category: Health Go Health

Medical treatment using machine learning

WEBMedical treatment uses tools for working with randomized controlled trial data, where we only observe what happens to a patient if they’ve got treatment, and we …

Category: Medical Go Health

Explainable Machine Learning Platform

WEBThe ultimate solution for harnessing the power of artificial intelligence and machine learning. Try Neural Designer for free. Download a free trial version today. Start Free Trial. Get …

Category: Health Go Health

Machine learning tutorial

WEB6. Testing analysis. 7. Model deployment. Neural networks are the most important technique for machine learning and artificial intelligence. They are dramatically …

Category: Health Go Health

Human activity recognition from smartphone data using machine …

WEBAugust 31, 2023. This example aims to build a machine learning model to identify human activity recognition from data collected by a smartphone. For instance, activity …

Category: Health Go Health

Target customers for a vehicle insurance using machine learning

WEBAugust 31, 2023. An insurance company has provided health insurance to its customers. Now, the company wants to target customers interested in its vehicle insurance; we will …

Category: Health Go Health

Auto-associative neural networks (AANNs) for predictive …

WEBUsing auto-associative neural networks (AANNs) for anomaly detection in predictive maintenance starts with training the network on a “normal” data set, …

Category: Health Go Health

Assess insurance risk using machine learning

WEBAssess insurance risk using machine learning. The risk assessment process carried out by insurance companies has become obsolete. Indeed, evaluating a customer for life …

Category: Health Go Health

Target blood donors using machine learning

WEBThis study aims to predict, using machine learning, whether there will be blood donors using a recency, frequency, monetary, and time (RFMT) marketing …

Category: Health Go Health

Forecasting model of air pollution in Madrid

WEBThis is the model we obtained in the example of forecasting the levels of air pollution for Madrid. PM2.5 refers to particles in the air that are two and one half microns …

Category: Health Go Health

Reduce customer churn in a bank using machine learning

WEBThe probability of churn for that customer is 38%. We can export the mathematical expression of the neural network to any bank software to facilitate the work of the …

Category: Health Go Health

Predictive maintenance using machine learning

WEBIn this example, we build a machine learning model used as predictive maintenance to detect faults in an ultrasonic flow meter. Predictive maintenance is a …

Category: Health Go Health