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baseline进行对比，AUC平均提高0.05。
☆15Jul 7, 2019Updated 6 years ago
Alternatives and similar repositories for Patient-representation-based-on-statistics
Users that are interested in Patient-representation-based-on-statistics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 使用表达数据，对候选基因进行特征选择，然后构建诊断/预后模型，并使用SHAP分析特征的贡献策划的怒☆16Oct 16, 2025Updated 6 months ago
- 美年健康AI大赛—双高疾病风险预测☆20Dec 15, 2018Updated 7 years ago
- Rheumatoid Arthritis project. single cell RNA sequencing data.☆15May 31, 2021Updated 4 years ago
- R package containing versions of NHANES data☆12Jun 19, 2018Updated 7 years ago
- 个人开发工具库☆17Apr 30, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository contains all analysis scripts used to explore single cell datasets for: Jardine and Webb et al., 2021, "Blood and immune …☆13May 4, 2022Updated 4 years ago
- Time-stratified case-crossover studies for aggregated data in environmental epidemiology: a tutorial☆12Jul 25, 2025Updated 9 months ago
- 预测糖尿病发病概率☆11May 8, 2018Updated 7 years ago
- 贾俊平《统计学——基于R》数据及代码☆10Feb 3, 2018Updated 8 years ago
- kidney function classification and prediction through ultrasound-based kidney imaging: from deep learning to mass screening of chronic ki…☆12May 20, 2019Updated 6 years ago
- Utilities for easy use of custom losses in CatBoost, LightGBM, XGBoost.☆10Apr 27, 2026Updated last week
- SurvivalQuilts: Temporal Quilting for Survival Analysis☆10Jan 9, 2024Updated 2 years ago
- 技术面试需要掌握的基础知识整理，欢迎编辑~☆10Apr 10, 2018Updated 8 years ago
- 关于NGBoost 模型以及GBDT相关模型的案例，并包括SHAP模型解释☆11Feb 16, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- R code for SEER data analysis of solid tumor in different populations☆20Dec 7, 2017Updated 8 years ago
- 基于正则表达式和AC自动机多模匹配进行不规则处方文本理解，识别药品名、给药总量、用法用量等目标内容。☆15Jul 7, 2019Updated 6 years ago
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Mar 3, 2023Updated 3 years ago
- queries for mimic-iv☆11Jul 2, 2021Updated 4 years ago
- Summer Framework 是工作中总结的一套可以快速进行Android开发的框架，旨在快速构建Android应用，Summer集成通用的工具集、消除重复的工作量，代码实现优雅、干净，具有一定的参考性☆15Oct 27, 2014Updated 11 years ago
- 使用sliver07数据训练肾脏CT图像分割，根据结果进行三维重建☆13May 12, 2023Updated 2 years ago
- Implementation of the DeepHit model for survival analysis with competing risks using PyTorch☆14Sep 20, 2024Updated last year
- 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
- This project is a simple example of integration of Swagger with Spring 3 application (with Jersey 2).☆21Apr 6, 2015Updated 11 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 小样本学习的一些方法☆14Jul 28, 2019Updated 6 years ago
- Gene Disease Association Prediction Base On Graph Convolutional Networks☆10May 23, 2019Updated 6 years ago
- Virtual Reality abstraction library with sample applications, based on Qt☆12Oct 6, 2024Updated last year
- turn the tables on data.frame printing☆20Sep 25, 2024Updated last year
- Package for pairwise operations in {dplyr}.☆13Jul 1, 2022Updated 3 years ago
- R package with modeling, forecasting, and early detection & early warning alerts code for EPIDEMIA forecasting reports. The Epidemic Prog…☆12Jan 20, 2021Updated 5 years ago
- 天池精准医疗大赛，糖尿病预测☆11Jul 13, 2018Updated 7 years ago
- Predicting lncRNA-disease associations in heterogeneous network based on deep learning method.☆13May 11, 2020Updated 5 years ago
- Group Based Modeling Trajectory☆13Jun 8, 2025Updated 10 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆12Mar 19, 2026Updated last month
- Official code release for CNLE: Co-attention network with label embedding for text classification. Neurocomputing 2022☆20Oct 20, 2023Updated 2 years ago
- Deep insight into novel TabTransformer architecture for learning task on tabular data☆13Nov 11, 2022Updated 3 years ago
- simulation of RGB and depth cameras☆10Apr 1, 2022Updated 4 years ago
- color map generator for scientific visualization☆12Nov 12, 2025Updated 5 months ago
- This repository shows an example of the usability of SKORCH to train a PyTorch model making use of different capabilities of the scikit-l…☆11Nov 11, 2020Updated 5 years ago
- OHMI: The Ontology of Host-Microbiome Interactions☆12Mar 22, 2026Updated last month