Rayman Control Panel

Containerized workflow for analysis of human diabetic kidney disease by snRNA-seq and snATAC-seq

🏥 AI-powered system for Chronic Kidney Disease staging and treatment. Combines a stacking ensemble (CatBoost, XGBoost, LightGBM) with clinical rules to achieve 96.8% accuracy. Includes SHAP explainability, a Streamlit web app, PDF reports, and expert-aligned treatment guidance. Built for clinicians, researchers, and ML developers in healthcare AI.

A Python library for kidney failure risk estimation using Tangri's KFRE model

Medical Utils

Towards a CKD (Chronic Kidney Disease) dataset.

AI-driven multi-disease risk assessment platform using Machine Learning, Explainable AI, and secure medical data analysis. Supports Diabetes, CKD, Parkinson’s and clinical insights for early detection and better healthcare decisions.

Real-world analysis of chronic kidney disease (CKD) in primary care in the Dominican Republic, integrating clinical and sociodemographic data with a reproducible Python pipeline.

A hybrid clinical decision support system that combines machine learning (XGBoost, LightGBM) with eGFR-based rule logic to predict chronic kidney disease risk and determine clinical stage. Built with a leakage-free training pipeline, stratified cross-validation, and a Streamlit interface for single and bulk patient prediction.

Predicting the hyper-local prevalence of chronic kidney disease with stochastic gradient boosting

Containerized workflow for single cell detection of loss of Y chromosome and other mosaic chromosomal alterations in chronic kidney disease

营养学 Skill | 基于《成人慢性肾脏病食养指南（2024年版）》的AI科普对话助手。覆盖CKD 1-5期及透析期的食养原则、中医辨证食养、7地区84套食谱、食物营养成分表及营养管理方案。 · 使用WorkBuddy构建

Ckd with React is easy

Evaluating racial and/or ethnic disparities in the timeliness of nephrology care amongst patients with newly diagnosed CKD. This work will look at time to nephrology follow up once patients are diagnosed with CKD Stage 3 and CKD Stage 4.

A containerized workflow for analysis in aging rat single-cell study

Chronic kidney disease (CKD) is a long-term disorder which causes the kidneys to not function as well as they should.Our goal is to predict whether a subject has the chance of getting chronic kidney disease from a given set of data using machine learning.

Statistical code to replicate the analyses in "The Presence and Impact of Multimorbidity Clusters on Adverse Outcome Across the Spectrum of Kidney Function".

A tool for deserializing different file formats from Just Dance 2015 (UbiArt Framework)