Detecting At-risk Patients with Real World Data
With the rise of low cost genome sequencing and AI-enabled medical imaging, there has been substantial interest in precision medicine. In precision medicine, we aim to use data and AI to come up with the best treatment for a disease. While precision medicine has improved outcomes for patients diagnosed with rare diseases and cancers, precision...
Building a Modern Clinical Health Data Lake with Delta Lake
The healthcare industry is one of the biggest producers of data. In fact, the average healthcare organization is sitting on nearly 9 petabytes of medical data. The rise of electronic health records (EHR), digital medical imagery, and wearables are contributing to this data explosion. For example, an EHR system at a large provider can catalogue...
Automating Digital Pathology Image Analysis with Machine Learning on Databricks
Join our webinar Automating the Analysis of Digital Pathology Images with Deep Learning to learn more and see a live demo. With technological advancements in imaging and the availability of new efficient computational tools, digital pathology has taken center stage in both research and diagnostic settings. Whole Slide Imaging (WSI) has been at the center...
