Hasso-Plattner-Institut
Prof. Dr. Christoph Lippert
 

Juliana Schneider

PhD Candidate

Room: G-2.1.31/32
Email: juliana.schneider@hpi.de

Research Interests & Projects

N-of-1 trials methodology, particularly the development of deep learning models for n-of-1 studies including suitable hypothesis tests; furthermore missingness and data imputation in n-of-1 trials, adaptive trials, causal inference, average effect estimation for aggregated n-of-1 trials.

 

Current Project(s):

  • Generating synthetic image outcomes for n-of-1 trials
    • research seminar in WiSe 23/24

Past Project(s):

  • Using imaging data as outcome measures in n-of-1 trials
    • research seminar in WiSe 22/23
  • Improving image data embeddings in n-of-1 trials
    • research seminar in SoSe 23

 

Teaching Activities

  • Research seminar
    • WiSe 23/24, topic: generating synthetic image outcome data for n-of-1 trials
    • SoSe 23, topic: improving image data embeddings in n-of-1 trials
    • WiSe 22/23, topic: development of classification models for imaging outcome data in n-of-1 trials
  • Master projects
    • WiSe 23/24, topic: apative n-of-1 trials in StudyU
    • SoSe 23, topic: multimodal n-of-1 trials in StudyU
    • SoSe 22, topic: improvement of user journey in the StudyU designer app
  • Master thesis supervision, topics:
    • blood glucose prediction and indices estimation in diabetes (2022/2023)
    • missingness in adaptive n-of-1 trials (2023/2024)
    • endometriosis prediction (2023/2024)
    • Supervised acne classification in n-of-1 trials (2023/2024)