As a young medical technology start-up we do interdisciplinary research in the field of dermatology.
Our research findings provide us with a solid basis to develop intelligent solutions as digital support for medical specialists. We believe that new intelligent approaches improve the diagnostics in medicine.
With our work we would like to make a contribution to your health and wellbeing.
avisé labs aims to make progress in dermatology. This can only be achieved in cooperation between science and practitioners. We are connecting both worlds.
Smart Health Data
In the health care sector many companies or clinics already have data and do not know how to use them. Other companies or clinics would like to generate data and evaluate it effectively and meaningfully. But usually they face questions, e.g.: What has to be considered? What options do I already have? What can I do with the information? How can data from different systems be brought together? How can relevant data be recognized and correctly stored? This is where we come in. We consult and support our customers in the field of data analysis and development of software solutions based on machine learning algorithms. Our range of services within the following phases gives you an idea on how a machine learning project can look like:
Identify Customer Problem
Through customer-oriented discussions we identify the customer problem and define the goal from a business point of view.
If our customer already has data for the current problem, we will sift the existing database. Among other things this includes determining the size and structure of the data. If our customer has no data, we first analyse which and how much data is required. Together with the customer we then develop a strategy for the acquisition of data and finally sift through the new database.
Machine Learning Models
Finally, we develop customized machine learning models (e.g. linear model, neural net) and select the top 3 - 5 models, which have performed best on the training and test data set.
Test and Validate System
We test and validate the selected models intensively together with our customer. Among other things we optimize the parameters of the models. Finally, the model that has achieved the best results is identified. At the end of the day we make the customer's AI-System ready for production.
… we are always excited to get in contact with you, new people, projects, ideas and more.
Please do not hesitate and send us a message for your request.