Malehe (MAchine LEarning for HEalthcare) is a cloud application designed to help healthcare professionals to gain insights from their data using mathematical models automatically built by Machine Learning algorithms.
Malehe can use your own data to face your own problem and can give you a support to find your own solution.
Simply provide you data to Malehe to find insights. Then use them to assist your everyday work.
Malehe will try many machine learning algorithms and configurations so as to find the best solution for you.
Generally Malehe can be used without particular skills but our team can assist you in every deployment phase.
No sectoral prebuilt solution. Malehe is designed to support you in using your own data to face your own problems.
Malehe projects can be shared among colleagues or workgroups: everyone can contribute with his own data and then use the so trained model.
Collect your data in Excel or csv format: Malehe will give you a template to arrange them in the correct way. Malehe team can assist you in formatting and cleaning your data.
Submit the dataset to the system. Nobody except you or your team will be able to see or use it.
Identify inputs and outputs in your data. Malehe will learn from them how to calculate new outputs from new inputs. And if you don't know if some inputs are useful or not, Malehe will test them for you.
Malehe will train several Machine Learning models using different algorithms and data configuration, to find the most suitable for your needs.
At the end, you will be able to use the most accurate model resulting from the training phase to predict the results in the cases that follow.
Malehe can be used as a service or on premises for both small and big companies: it works on different hardware platform even the ones with limited resources.
Malehe is designed to solve most standard problems thanks to its builtin algorithms. For specific custom cases or cases that cannot be solved with a standard approach, Malehe can import and use models created with Keras® / TensorFlow®.
Our team will be glad to help you in designing, training and importing any custom complex model.
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