A Deep Learning Python Toolkit for Healthcare Applications.
Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.
Electronic Health Record Analysis with Python.
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.
Chronic Disease Prediction Using Medical Notes
Open platform to manage and share standardized clinical data, designed by @ppazos at CaboLabs Health Informatics.
Code for "Generalizable deep learning model for early Alzheimer’s disease detection from structural MRIs"
benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.
Machine reading comprehension on clinical case reports
PANDORA 💻
🧪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 toolkit for evaluating and monitoring AI models in clinical settings
Toolbox for biostatistics and clinical data analysis in R. Developed by the biostatistics team at Laboratorios Sophia S.A. de C.V.
Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data
A pure-Rust openEHR Clinical Data Repository: ITS-REST 1.1.0, AQL 1.1, PostgreSQL 18-native storage.
Aggregate and analyse clinical trials data from public registers
A web application to find patients, build cohorts and visualize health records
Give your AI agents clinical database access, research automation, and clinician-reviewed domain knowledge for MIMIC-IV, eICU, and more.
PPSNet: Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos (ECCV, 2024)
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