Performs biomedical named entity recognition,
    Unified Medical Language System (UMLS) concept mapping, and negation
    detection using the Python 'spaCy', 'scispaCy', and 'medspaCy' packages, and 
    transforms extracted data into a wide format for inclusion in machine
    learning models. The development of the 'scispaCy' package is described by
    Neumann (2019) <doi:10.18653/v1/W19-5034>. The 'medspacy' package uses
    'ConText', an algorithm for determining the context of clinical statements
    described by Harkema (2009) <doi:10.1016/j.jbi.2009.05.002>. Clinspacy
    also supports entity embeddings from 'scispaCy' and UMLS 'cui2vec' concept
    embeddings developed by Beam (2018) <arXiv:1804.01486>.

Every research team have their own script for data management, statistics and 
   most importantly hemodynamic indices. The purpose is to standardize scripts 
   utilized in clinical research. The hemodynamic indices can be used in a long-format dataframe, 
   and add both periods of interest (trigger-periods), and delete artifacts with deleter-files. 
   Transfer function analysis (Claassen et al. (2016) <doi:10.1177/0271678X15626425>) and
   Mx (Czosnyka et al. (1996) <doi:10.1161/01.str.27.10.1829>) can be calculated using this package.

A collection of clinical trial example datasets from
    multiple sources including the CDISC Pilot 01 study
    (CDISC <https://www.cdisc.org/>). All datasets are provided in Parquet
    format for efficient storage and can be accessed using the 'connector'
    package. Designed for training, testing, prototyping, and demonstrating
    clinical data analysis workflows.

Predict the course of clinical trial with a time-to-event endpoint for both two-arm and single-arm design. Each of the four primary study design parameters (the expected number of observed events, the number of subjects enrolled, the observation time, and the censoring parameter) can be derived analytically given the other three parameters. And the simulation datasets can be generated based on the design settings.