AI is now
We love data and we love to solve difficult problems! Gain access to a new era of modeling and analysis with AdaLab, a young AI start-up based in Hamburg.
Pathology prediction with biomarkers
AdaLab is collaborating with PharmaImage Biomarker Solutions GmbH and its sister company PI Health Solutions GmbH within the framework of a European multicentric research project. With the help of Machine Learning, it was possible to predict Postoperative Delirium based on large amounts of different clinical and brain imaging data as well as blood-based biomarkers.
As is the case for a lot of medical observational studies, a limited number of participants were available to represent the target group. With advanced statistical skills, we were able to deal with the imbalanced dataset and gain impressive insights.
From the large set of different markers and health factors, the resulting models distilled the most important parameters for predicting Postoperative Delirium.
Aided analysis of market research interviews
Market researchers conduct verbal customer interviews in order to understand what drives and motivates their product choices.
In order to facilitate the analysis of the collected conversations, we applied a combination of Natural Language Processing techniques and state-of-the-art language models. We used clustering techniques to find the most important ideas that were discussed most frequently (bottom-up). Additionally, we enabled targeted search for conversational snippets that match certain concepts (top-down).
Semantic search for catalog images
Who doesn't know the extensive filtering options that aid your search queries in online stores?
We have created a prototype that shows how recent innovations in AI allow searching through images freely with words. Beyond the bounds of pre-defined filters. The AI knows what is in the image by looking at it and it knows how it connects to language. Watch our video to take a peek at the prototype.
AI-generated images and videos
In a collaboration with SeyhanLee, we developed an in-house product to generate new images purely from a description in natural language. Through our deep understanding of the technology, we can manipulate the images to take on almost any style, from Picasso, over charcoal paintings, to styles extracted from user-given images! As part of our experiments with SeyhanLee, we generated a music video prototype to the song "Space Oddity" by David Bowie.
A new way of experiencing music videos! We partnered up with @AdaLab_ai to create a custom pipeline that allows the automatic creation of music videos with images that converge towards the meaning of lyrics. And of course, our first text was on the iconic Space Oddity of Bowie. pic.twitter.com/kvyayimedj— Seyhan Lee (@Seyhan_Lee) June 1, 2021
What we offer
If you have a well-formulated problem at hand, we are here to realize a solution for you. If you are not yet sure how to get started in the realm of Artificial Intelligence (AI), Machine Learning (ML), or Data Science, our consultants will make sure to get you on track.
We will introduce you to the world and terminology and can analyze possible applications for you. You will learn whether or not AI is the right way to go and if so, what will be required to get started.
We will use elaborate Machine Learning methods to find the truth within your complex set of data. Finding patterns and relationships between factors is an important first step for most AI tasks.
We help you to optimize a business process with the power of AI. We will design a custom model fit to improve your data-driven automated processes.
We are doing our best to consider our ethical responsibilities in the technology that we create. We see ourselves on a journey to learn about and foster inclusivity and equality for people of different backgrounds, gender identities, sexual orientations, and ethnicities.
Start your AI journey now!