Deep Learning Models for AKI Prediction on MIMIC-III and eICU database
☆11Nov 7, 2019Updated 6 years ago
Alternatives and similar repositories for AKI-Prediction
Users that are interested in AKI-Prediction are comparing it to the libraries listed below
Sorting:
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Mar 3, 2023Updated 3 years ago
- Sepsis Prediction using eICU database☆17Jun 14, 2019Updated 6 years ago
- Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU☆17Jan 23, 2021Updated 5 years ago
- Repo for Oxygenation project proposed by KC at Datathon☆28Oct 8, 2019Updated 6 years ago
- This is the repository for paper "Improving Sepsis Treatment Strategies using Deep Reinforcement Learning and Mixture-of-Experts"☆27Jul 6, 2018Updated 7 years ago
- This repository contains the code used for Predicting Patient Outcomes with Graph Representation Learning (https://arxiv.org/abs/2101.039…☆125Feb 26, 2021Updated 5 years ago
- Study on mechanical power in MIMIC-III and eICU-CRD☆37Jun 30, 2019Updated 6 years ago
- Latent Class Trajectory Models: An R Package☆40Dec 1, 2022Updated 3 years ago
- A Benchmark Platform for Reinforcement Learning Based Dynamic Treatment Regime☆13Dec 7, 2024Updated last year
- Utilities for easy use of custom losses in CatBoost, LightGBM, XGBoost.☆10Updated this week
- Public code from paper: 'Towards a decision support tool for intensive care discharge: machine learning algorithm development using elect…☆10Jun 4, 2019Updated 6 years ago
- Implementation of the DeepHit model for survival analysis with competing risks using PyTorch☆14Sep 20, 2024Updated last year
- ☆14Feb 9, 2023Updated 3 years ago
- Code for pre-processing data for the paper: Rest-activity rhythms across the lifespan: cross-sectional findings from the U.S.-representat…☆13Aug 21, 2023Updated 2 years ago
- Group Based Modeling Trajectory☆13Jun 8, 2025Updated 9 months ago
- 关于NGBoost模型以及GBDT相关模型的案例，并包括SHAP模型解释☆10Feb 16, 2021Updated 5 years ago
- 🏥 ICU data with R 🏥☆57Sep 3, 2025Updated 6 months ago
- This repository contains the R code used analyse the eICU and MIMIC-III databases for the Sarkar et al paper "Performance of intensive ca…☆10Nov 27, 2020Updated 5 years ago
- data processing code for MIMIC-IV 2.2☆14Jan 26, 2024Updated 2 years ago
- Study to test if Volume leak index (VLI) is a marker of severity of illness in sepsis.☆14Sep 29, 2022Updated 3 years ago
- ☆10Jun 5, 2021Updated 4 years ago
- A summary script of the study, "Machine learning-based prediction of clinical outcomes for children during emergency department triage"☆12Nov 15, 2018Updated 7 years ago
- DoWhy 스터디 Gitbook☆10Feb 12, 2023Updated 3 years ago
- ☆15Jan 27, 2025Updated last year
- PyTorch Implementation of CLEAN-Contact: Contrastive Learning-enabled Enzyme Functional Annotation Prediction with Structural Inference☆11May 29, 2024Updated last year
- ☆13Dec 1, 2025Updated 3 months ago
- queries for mimic-iv☆11Jul 2, 2021Updated 4 years ago
- Pixie pipeline described in Liu et al., Robust phenotyping of highly multiplexed tissue imaging data using pixel-level clustering☆12Aug 3, 2023Updated 2 years ago
- The package used to win the ARIEL challenge 2023 by the AstroAI team @ CfA | Harvard & Smithsonian☆11Jul 31, 2023Updated 2 years ago
- ☆11Feb 22, 2023Updated 3 years ago
- This is the code for retrieval of patient files and analysis of the MIMIC III Critical Care Database☆11Oct 31, 2016Updated 9 years ago
- The effect of metabolic traits on oral and oropharyngeal cancer risk: a Mendelian randomization analysis☆12Apr 19, 2023Updated 2 years ago
- 基于MIMICIII临床数据库，对传统基于简单统计特征的患者表示进行改进，使用遗传算法获取重要统计特征对患者进行表示，基于StackIng的模型Super Learner预测患者进入ICU24时后的死亡率，与包括疾病严重程度评分以及基于简单统计特征的患者表示构成的basel…☆15Jul 7, 2019Updated 6 years ago
- Description of the obesity project done with MIMIC-III database on March 2017.☆12Aug 15, 2019Updated 6 years ago
- Pancancer survival prediction using a deep learning architecture with multimodal representation and integration☆11Feb 22, 2024Updated 2 years ago
- ☆13Jun 15, 2022Updated 3 years ago
- Unraveling the metabolic underpinnings of frailty using multicohort observational and Mendelian randomization analyses☆13May 17, 2023Updated 2 years ago
- YAIBA: Yet Another Interactive Behavior Analysis for VRSNS; parsing VRSNS logs☆14Sep 28, 2025Updated 5 months ago
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆59May 7, 2025Updated 10 months ago