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@HIAlab Health Intervention Analytics (HIA) lab

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    14 repositories

    • ASIP

      Public
      R Code and anonymised data of the ASIP (Anti-Stress Intervention Among Physicians) study
      MIT License
      •0•0•0•0•Updated Dec 21, 2024Dec 21, 2024

    • studyme

      Public
      StudyMe lets you create and run your own experiments to systematically try different things and find out what improves your individual health and well-being.
      Dart
      •
      MIT License
      •0•1•0•0•Updated Jul 15, 2024Jul 15, 2024

    • Causal_Inference_Nof1_trial_acne

      Public
      R code used for the data analysis presented in the manuscript "Causal inference for N-of-1 trials" (https://arxiv.org/pdf/2406.10360)
      R
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Jun 19, 2024Jun 19, 2024

    • adaptive_nof1

      Public
      Framework for design and evaluation of Bandit algorithms with underlying Bayesian models
      reinforcement-learningbayesianbanditsequential-designn-of-1-trials
      Jupyter Notebook
      •0•2•5•1•Updated Apr 17, 2024Apr 17, 2024

    • sinot

      Public
      In this project I created python scripts and functions to simulate n of 1 studies based on given parameters
      Jupyter Notebook
      •
      MIT License
      •2•2•0•0•Updated Apr 9, 2024Apr 9, 2024

    • gait_nof1trials

      Public
      R code of project on reanalyzing population-level study data on gait through an N-of-1 trial perspective
      R
      •
      MIT License
      •1•0•0•0•Updated Feb 27, 2024Feb 27, 2024

    • Acne_Multimodal_Nof1

      Public
      Projects on N-of-1 trials with multimodal outcomes including images, audio and video
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Feb 26, 2024Feb 26, 2024

    • HPIclassroomNof1trials

      Public
      Study protocol, data, and R/Python code of classroom project on N-of-1 trials for sleep
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Jan 21, 2024Jan 21, 2024

    • Reinforcement-learning-agents-in-N-of-1-trials

      Public
      This is the code for the design, evaluation and implementation of contextual bandits to learn optimal physical exercises regimes that decrease pain in endometriosis patients.
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Nov 24, 2023Nov 24, 2023

    • studyu-v2

      Public
      StudyU is a fully‑functional platform for personalized N‑of‑1 treatment advice.
      Dart
      •
      MIT License
      •12•1•0•1•Updated Aug 14, 2023Aug 14, 2023

    • studyme-paper-data

      Public
      Data underlying the published manuscript of StudyMe
      MIT License
      •0•0•0•0•Updated Nov 21, 2022Nov 21, 2022

    • studyu-v1

      Public
      This is a copy of version 1 of StudyU, from the repository at https://github.com/hpi-studyu/studyu
      Dart
      •
      MIT License
      •0•1•0•0•Updated Aug 8, 2022Aug 8, 2022

    • FASDetect

      Public
      FASDetect
      Jupyter Notebook
      •1•0•0•0•Updated Mar 8, 2022Mar 8, 2022

    • cinof1

      Public
      This R package provides basic functions to analyse n of 1 studies.
      R
      •
      MIT License
      •1•2•0•1•Updated Jan 4, 2022Jan 4, 2022