Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics
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Updated
Apr 4, 2023 - Python
Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics
An e-observations and ward management tool for Acute and Mental Health hospitals.
A python package template by NHS England that can be adapted for RAP projects.
Pipelines for generating large volumes of anonymous artificial data that share some of the characteristics of real NHS data
NHClinical is a set of Odoo modules that add clinical models and functionality to Odoo.
Proof Of Concept - Open Patient Pathway Generator using and an agent based approach
A data parsing script and API providing UK Dictionary of Medicines and Devices (DM+D) data linked to the Global Trade Identification Number (GTIN) of a product.
This repo includes the pipeline used to link and curate CVD PREVENT audit data to HES and death registration data into two tables. These are subsequently sent to OHID for analysis and publication.
The codon project was created to increase code sharing, code consistency, coding standards, and encourage collaboration. Package documentation is available on the GitHub pages. codonPython aims to reduce the barrier for entry for analysis and provide software development experience for those at a higher level of technical ability.
Exploring contrastive alignment of image and text encoders for image-based radiology report retrieval and generation, and identification of possible evaluation metrics
A repo to hold resources and code from data science seminars. For more info contact datascience@nhs.net.
Advanced: Open Source SD Model Predicting the Effects of Donanumab on the NHS
DNAttend - Experimental ML framework for predicting patient non-attendance
Predictive Solutions for Primary Care Attendance
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