Modern Data Science Technologies in Healthcare


392129 Schönhuth/Knop Summer 2022 Wed 12:15-13:45 Hybrid (V)

Contents

Contents of this lecture and the seminar touch upon topics that are rooted in data science (such as ‘deep learning’, ‘blockchain’ or graph databases) that play an ever more crucial, if not decisive role in modern biomedicine and healthcare. Further examples are artificial intelligence, and here in particular (deep) machine learning for targeted clinical decision support, the aforementioned blockchain techniques (which, in other words, reflect bitcoin techniques applied for safe and efficient sharing of ethically critical patient data), genomics, internet of things, robotics, graph databases, ambient computing and visualization. For actual reasons, epidemiological methodology for analysis and control of epidemics can play an important role as well.


Lecture Recordings
Lernraum-Plus

Time table lecture

Date Topic
27.04.2022 Introduction ( slides)
04.05.2022 Cryptography ( slides)
11.05.2022 Data Structures Signatures ( slides)
18.05.2022 Decentralization ( slides)
25.05.2022 Bitcoin: Technical Mechanics ( slides)
01.06.2022 Healthcare Application/Bitcoin Mechanics I ( slides)
08.06.2022 Bitcoin Mechanics II ( slides)
15.06.2022 no lecture
22.06.2022 Ethereum Mechanics & Solidity ( slides)
29.06.2022 Healthcare Applications
06.07.2022 no lecture
13.07.2022 Exam