Toolkit for evaluating and monitoring AI models in clinical settings
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Updated
Sep 4, 2024 - Python
Toolkit for evaluating and monitoring AI models in clinical settings
R package to fetch and explore clinical trials data from freely available registries. Fetch data in bulk, customize data and build comprehensive html reports. Currently, it supports the ClinicalTrials.gov registry and CTTI AACT (Access to Aggregate Content of ClinicalTrials.gov).
openEHR clinical models for screening of diabetes retinopaty
A web application to find patients, build cohorts and visualize health records
Medical, Healthcare, Pharma, Clinical Data Science
Clinical Quality Language (CQL) is an HL7 specification for the expression of clinical knowledge that can be used within both the Clinical Decision Support (CDS) and Clinical Quality Measurement (CQM) domains. This repository contains complementary tooling in support of that specification.
General tutorials for the setup and use of MedCAT.
Aggregate and analyse information on clinical trials from public registers
LCARS-C is a lightweight clinical data acquisition and management software for clinical research and other data-focused research projects.
🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109
A Deep Learning Python Toolkit for Healthcare Applications.
Quality Improvement Core FHIR Profiles
Code for "Retrieve, Reason, and Refine: Generating Accurate and Faithful Discharge/Patient Instructions" (NeurIPS 2022)
benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.
Trajectory Inference of clinical data via Multi-commodity Flow
BioFlowML is a machine-learning toolbox implementing workflows for generating classification models and identification of biomarkers using microbiome data or clinical metadata.
Clinical Risk Prediction using EHRs
使用 Python 對「配合辦理發放公費COVID-19家用快篩試劑社區定點診所名單.csv」做資料分析
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