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20 search results found

Amsterdamumcdb ⭐ 135

AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916

Mimic Iii_readmission ⭐ 59

Predicting 30-day ICU readmissions from the MIMIC-III database

Mimic Iii Paper ⭐ 31

Repository for the paper describing MIMIC-III

Mortality Prediction ⭐ 28

Real time mortality prediction in the MIMIC-III database

Sccm Datathon ⭐ 15

Resources for the Society of Critical Care Medicine (SCCM) Datathon

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

Tc It Class ⭐ 13

TC IT特训班专用repo

Seir Covid19 ⭐ 12

Cambridge_covid 19_icu ⭐ 11

Clean repository for the Cambridge COVID-19 ICU simulation

Hackcorona ⭐ 11

Visualize the corona-outbreak in our area, region or country and simulate its spread in the nearest futures. Help COVID19 crisis teams identify future shortages such as ICUs & remedial actions.

Pic_mortality ⭐ 9

Predicting In-hospital Mortality of Patients in the Pediatric ICU

Mimiciii Project ⭐ 8

Project Repo for CSE6250 Big Data Analytics for Healthcare - Mortality Prediction Model

Mortality Prediction In Icu Using Ann 89 Percent ⭐ 8

The data used for the challenge consist of records from 12,000 ICU stays. ICU stays of less than 48 hours have been excluded.Up to 42 variables were recorded at least once during the first 48 hours after admission to the ICU. Some example of 42 variables for a patient are Cholesterol, TroponinI, pH, Bilirubin, etc. Feature selection has been very much focussed upon. Not all 42 variables were trained but a best set of selected features after trials of numerous sensible combinations to obtain maxi

Book_chapter ⭐ 7

Machine learning for patient stratification and classification

An RL approach to weaning of mechanical ventilation in ICU

Covid 19 Cyprus Data ⭐ 6

Dataset capturing the publically released data regarding covid-19 cases across Cyprus

Icu Model Transfer ⭐ 6

Evaluating methods to improve model transfer for intensive care unit models

Batch4_diafoirus_fleming ⭐ 5

Repo of the Fleming project (dynamic prediction of mortality threat)

Workshops ⭐ 5

Machine learning workshop for patient stratification and classification

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