Three renowned institutions are involved in the Helmholtz Information & Data Science School for Health (HIDSS4Health): the Karlsruhe Institute of Technology (KIT), the German Cancer Research Center (DKFZ) and the University of Heidelberg. Here, more than 40 research groups with a unique research spectrum offer an ideal starting point for solving central challenges in the field of health.
HIDSS4Health currently calls for applications for 14 new doctoral positions in the following topics:
ID01: Learning a World Model of Surgical Oncology for Cognitive Assistance Systems in Laparoscopic Surgery
ID02: Supervised Machine Learning to Predict Radical Transfer Mechanisms across Collagen Genetic Disorders (SMaRT)
ID03: A Network-based Approach in Support of Comprehensive Data Exploration and Informed Decision Making for Tumor Boards
ID05: INNpin: Invertible Neural Networks for Predicting molecular Interactions
ID06: Data-driven Gamification to Improve Quality in Medical Image Annotation Tasks (GaMeIT)
ID07: Inverse Radiotherapy Treatment Planning using Machine Learning Outcome Prediction Models
ID08: Xeno-Learning for Spectral Image Interpretation in Surgery
ID09: The Virtual Fridge: Interactive Visualization and Analysis of Biomolecular Dynamics Spanning from Individual Experiments to Large Ensembles
ID10: Temporal and Global Consistenc Enforcing Segmentation for Real World Radiological Applications
ID11: Comparative Visual Analysis of Tissue and Cancer Growth in Simulations and Experimental Data
ID12: Data science approaches to evaluate and correct bias in single-cell transcriptomics
ID13: Leveraging large-scale single-cell datasets for personalized cancer cell-of-origin inference
ID14: Visual Data Analysis of Geometry Changes in Carbon Ion Radiotherapy
A more detailed description of all projects can be found here.
The deadline for applications is 01 March 2021.
For more information about HIDSS4Health and the application process, please contact directly the colleagues at HIDSS4Health.