Weitere Beiträge

Medicine

WebJazz – Long-term Evolution of Multiple Sclerosis in the Browser

The progression of multiple sclerosis (MS) is characterized by the evolution of brain lesions. Traditionally, neuroradiologists need to manually track and compare a large number of lesions in MRI images over multiple exams. Novel AI methods support this process, by automating the detection, localization, and quantification of lesions. WebJazz is a web application that makes…

Processes

Process design and evaluation with SuperPro Designer

SuperPro Designer is a digital tool for modeling, evaluating and optimizing various batch and continuous processes in a wide range of industries such as biotechnology, pharmaceuticals, food processing, water purification, wastewater treatment, air pollution control, etc. With your designed model, you can obtain various information such as costs, feasibility, bottlenecks,…

Biology, Medicine

Clinical, Laboratory and Multi-Omics Data to Leverage Machine Learning for Personalized Diagnostics

Early and accurate disease diagnosis is crucial for stopping disease progression and identifying appropriate treatments, but precise diagnosis of autoimmune disease is notoriously challenging due to the non-specific symptoms: it can take 4 to 5 years and multiple visits to various physicians. However, an early and precise disease diagnosis is…

Medicine

ICU Cockpit – Learning from Real-time Data Streams in the Intensive Care Unit

In today’s intensive care units (ICUs), biosensors collect up to 100 GB of data per patient every day. These vast amounts of data are only valuable if they lead to better patient outcomes. The following questions arise:How can medical staff gain insights from this data?How can risk constellations be identified as early as…

Biology, Medicine

Model-based signal processing for fast computations on sensor signals in biology

Model-based signal processing approaches often form the missing link between raw sensor data and sophisticated machine learning methods. To provide state-of-the-art algorithms in this area, FHNW/HLS recently launched the open source project lmlib.ch. In this presentation we will give a short insight into the project with some…

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