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Search results for machine learning clinical data
clinical-data
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machine-learning
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10 search results found
Mimic3 Benchmarks
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661
Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.
Pandora
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127
PANDORA Advanced Machine Learning for Data Integration, Analysis, and Insightful Discoveries in Health and Disease 💻
Clinical Trial Outcome Prediction
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60
benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.
Cyclops
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59
Toolkit for health ML implementation
Medkit
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22
This repository is now archived. Further development has been moved to https://github.com/medkit-lib/medkit.
Patient Instructions
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20
Code for "Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions" (NeurIPS 2022)
Yaib
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15
🧪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
Medkit Learn
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9
The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk, Daniel Jarrett, and Mihaela van der Schaar.
Diagnosisextraction_ml
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6
Pipeline for building Machine Learning Classifiers for the diagnosis of EHR text-data. We used this pipeline for our study, published here: https://doi.org/10.2196/23930.
Clinical Rule Analysis
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5
Analyzing clinical decision instruments through the lens of data and large language models.
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