Organizational, structural, legal & ethical aspects of medical AI
Advanced medical image analysis (mainly histology, CT and MRI), scientific consultation and project management
Biomedical Natural Language Processing and Knowledge Graph Construction – build and deploy end-to-end data integration tools based on machine learning
Biological Sequences Data Analysis: developing TCR specificity prediction and Drug-Target interaction
single cell/nuclear RNA-seq analysis
Research on generative models for transcriptomic data to reconstruct missing expression information and other applications in the single-cell RNA-seq field
Machine learning for scRNA-seq, Deconvolution
Medical image analysis of histopathological and immunofluorescent microscopy images through segmentation,classification and survival prediction with fully and weakly supervised (deep) learning.
Survival Prediction with Deep Learning on Electronic Health Records.
Biomedical Data Analysis
Research on generative models for transcriptomic data to reconstruct missing expression information and other applications in the single-cell RNA-seq field.
Semantic data integration, development of web apps, data analysis, machine learning of omics data (in autoimmune diseases, neuroscience)
Falkenried 94, 20251 Hamburg, ZMNH, UKE
(+49) 40 – 7410- 55081
9876 West Green Street
Avada WP Theme