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rvandewater/README.md

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Hi 👋, I am a PhD candidate in AI in healthcare at the Hasso Plattner Institute. I am a Computer Scientist and Data Scientist by education. I specialize in using predictive modeling methods to derive insights from healthcare data, prolonging patients' (quality of) lives. I am interested in applying the latest ML methods to improve healthcare.

TLDR:

  • 🧠 AI in Health Researcher
  • 🧑‍🎓 Ph.D. Candidate
  • 🏛️ Hasso Plattner Institute, Charité University Hospital, Mount Sinai (NYC)
  • 🏠 Berlin, Germany

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  1. YAIB YAIB Public

    🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and …

    Python 95 29

  2. GUIDataFarm GUIDataFarm Public

    Forked from agora-ecosystem/data-farm

    🧑‍🌾Expand your Training Limits! Human-in-the-Loop guided Training Data Generation for ML-based Data Management

    Python

  3. ReciPies ReciPies Public

    🥧 Easily define reproducible preprocessing steps for ML on Polars and Pandas DataFrames.

    Python 8 3

  4. CASS-PROPEL CASS-PROPEL Public

    Complete evaluation of traditional "SK-learn like" machine learning models for post-operative complications This repository serves to evaluate the performance of traditional machine learning models…

    Python 4

  5. MEDS-Inspect MEDS-Inspect Public

    Python 7 1