intensive-care 开源项目推荐（35 个）

ropensci-archive /cleanEHR

：警告：已存档 ：用于促进CC-HIC临床数据处理流程、数据清洗和数据分析的关键工具和实用功能

williamcaicedo /ISeeU

ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU

re-sirb /Vital-signs

This project is an independent approach to acquire patient data from Philips patient monitors via network interface.

radioxoma /heval

Medical calculator for intensive care unit

UHBristolDataScience /towards-decision-support-icu-discharge

Public code from paper: 'Towards a decision support tool for intensive care discharge: machine learning algorithm development using electronic healthcare data from MIMIC-III and Bristol, UK'

aidh-ms /pyAKI

Python package to detect AKI within time series data.

UHBristolDataScience /ICNARC-to-Philips-Linkage

Code for data linkage (curation of research database).

Runtime-Slayers /BioMorphX

Cross-Scale Mechano-Genomic, Biomaterial, Nanofabrication & Life-Critical Biomedical Engineering SDK

HarryMayne /ICU-patient-subgroups

Unsupervised Learning Approaches for Identifying ICU Patient Subgroups: Do Results Generalise?

pythonhealthdatascience /stars-reproduce-wood-2021

Assessing the computational reproducibility of Wood et al. 2021 as part of STARS.

tam-ng /Survival_Analysis_ICU_24hrs

Using data within first 24 hours of intensive care to develop a machine learning model that could improve the current patient survival probability prediction system (apache_4a) and is more generalized to patients outside of the US

SICU-Stress-Measurement-System /frontend-cs

WPF App for controlling and monitoring the system.

OdedMous /Sepsis-RL

My implementation of a Reinforcement Learning framework for Sepsis management.

Radwa-Saeed /IOT-Based-ICU-Patient-Monitoring-System

It is a system that collects patient information with the help of a few sensors using WiFi module to keep the Doctors updated all time over internet

reblocke /vr_icu

Code & materials for Immersive Virtual Reality Use in Medical Intensive Care: Mixed Methods Feasibility Study

aldenirfilho /aldenirmed89

Educação médica em Clínica Médica, UTI e TEMI: módulos, estudos e ferramentas do Projeto 360X.

Donkiton /rem_card

Рем Карта — экспериментальное Windows-приложение для ОРИТ и оперблока: карта пациента, назначения, витальные показатели, баланс жидкости, ИВЛ, аналитика и отчёты. Python, PySide6, SQLite. Код доступен по RemCard Proprietary Source License.

mcat /ownvoice

In-patient AAC web app for people who have temporarily lost their voice. Tap a phrase, hear it spoken in a clone of your own voice. Runs entirely on-device in the browser, so nothing leaves the tablet after first load. v0.1 prototype, not for clinical use.

Wgrasso /ic-artifact-detection

Detecting artifacts in intensive care monitoring data using decision trees and transducer level analysis. Clinical Technology, TU Delft.

Zpankz /quantitative-physiology

Tested Python library of 367 quantitative human physiology equations (Feher, 3rd ed.) as importable, dependency-tracked AtomicEquation objects for CICM/ANZCA Primary Exam reasoning — with an integrative equation graph you seed and propagate. Full (qp) and minimal-runtime (qpm) tiers.