This repository contains code and resources related to my research in the field of biomedical informatics.
"post-op-all-patients" --> contains code for paper "Predicting 30-Day In-Hospital Mortality in Surgical Patients: A Logistic Regression Model Using Comprehensive Perioperative Data"
"post-op-cardiac-patients" --> contains code for paper "Development and Validation of a Logistic Regression Model to Predict Post-Operative Mortality in Emergency Cardiac Surgeries: A Comprehensive Analysis of Pre-Operative Factors and Model Performance"
"total-icu-stay-neuro-paitents" --> contains code for paper "Development and Validation of a Logistic Regression Model to Predict Total ICU Stay in Emergency Neurological Surgeries: A Comprehensive Analysis of Pre-Operative Factors and Model Performance
please read the README.md file in each respective folder if running code locally!
"medical-image-analysis" ---> contains code and resources related to my work in medical image analysis. I used PyTorch for semantic segmentation tasks, exploring various techniques for analyzing medical images.
Feel free to explore the code and resources in this repository. If you find anything useful or have any questions, please don't hesitate to reach out.
If you're interested in contributing to this research or have ideas for collaboration, please contact me through GitHub.
This repository is licensed under the MIT License. Feel free to use the code and resources in accordance with the license terms.