ai-for-healthcare

There are 4 repositories under ai-for-healthcare topic.

KalyanM45 / OpenHealth
This repository houses machine learning models and pipelines for predicting various diseases, coupled with an integration with a Large Language Model for Diet and Food Recommendation. Each disease prediction task has its dedicated directory structure to maintain organization and modularity.
multi-disease-prediction ai-healthcare ai-in-healthcare diet-recommender medical-ai mlops-workflow disease-detection disease-prediction ai-for-healthcare
Language:Jupyter Notebook 25
aaryapatel007 / Patient-Selection-for-Diabetes-Drug-Testing
Built a regression model that predicts the expected days of hospitalization time and an uncertainty range estimation.
tensorflow regression tensorflow-probability ai-for-healthcare ehr-data uncertainty-estimation feature-engineering
Language:Jupyter Notebook 12
aaryapatel007 / Motion-Compensated-Pulse-Rate-Estimation
Built an activity-aware pulse rate estimation using PPG and Accelerometer sensors.
wearable-devices ppg-features ai-for-healthcare accelerometer-data fourier-transform machine-learning-algorithms
Language:Jupyter Notebook 10
Nikunj-Gupta / Gene-Regulatory-Network-inference-in-Autoimmune-Diseases
Gene Regulatory Network Inference
ai-for-healthcare data-science gene-expression
Language:Jupyter Notebook 4
aaryapatel007 / Pneumonia-Detection-From-Chest-X-Rays
Assisting a radiologist in classifying a given chest x-ray for the presence or absence of pneumonia using Deep Learning.
deep-learning ai-for-healthcare convolutional-neural-networks chest-xray-images fda keras
Language:Jupyter Notebook 3
Nikunj-Gupta / Epipolicy_RL
Reinforcement Learning for policy-making for epidemics (EpiPolicy https://youtu.be/JDYb4_coAf4)
ai-for-healthcare deep-reinforcement-learning epipolicy proximal-policy-optimization reinforcement-learning soft-actor-critic
Language:Python 3
Nikunj-Gupta / Low-rank-models-EHR
Approximated missing values in noisy, heterogeneous electronic health records by low rank modeling.
ehr electronic-health-records missing-data-imputation regression singular-value-decomposition svd svd-matrix-factorisation regression-imputation data-science machine-learning mathematical-tools-for-data-science ai-for-healthcare
Language:Jupyter Notebook 2
steve-zeyu-zhang / DiabetesDiagnosis
[ACIIDS 2024] A Deep Learning Approach to Diabetes Diagnosis
ai-for-healthcare ai-for-medical-diagnosis ai-for-medicine artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks diabetes-detection diabetes-prediction
Language:Jupyter Notebook 0