Artificial intelligence-based biomarkers in precision oncology | Jakob Nikolas Kather скачать в хорошем качестве

Artificial intelligence-based biomarkers in precision oncology | Jakob Nikolas Kather

Abstract Precision oncology requires complex biomarkers which are often based on molecular and genetic tests of tumor tissue. For many of these tests, universal implementation in clinical practice is limited. However, for virtually every cancer patient, pathology tissue slides stained with hematoxylin and eosin (H&E) are available. Artificial intelligence (AI) can extract biomarkers for better treatment decisions from these images. This talk will summarize the state of the art of AI in oncology for precision oncology biomarkers. It will cover the technical foundations, emerging use cases and established applications which are already available for clinical use. https://www.dkfz.de/en/datascience/se...