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1. Anatomy_of_Surgical_Struggle Anatomy_of_Surgical_Struggle Public

   This project focuses on quantifying and visualizing the "invisible" burden of intra-operative medical interventions. Using clinical data from the VitalDB dataset, we established a Physiological Sup…

   Jupyter Notebook 1

2. diabetes-scientific-programming diabetes-scientific-programming Public

   This project develops a machine learning pipeline to predict diabetes using clinical data. The workflow includes data preprocessing, model training, evaluation, API deployment, and a simple user in…

   Jupyter Notebook 3

3. EMG_Gesture_Recognition EMG_Gesture_Recognition Public

   Forked from traspami/EMG_Gesture_Recognition

   This project focuses on classifying EMG (electromyography) signals into hand gesture categories using both classical machine learning and deep learning models. It uses a publicly available dataset …

   Jupyter Notebook

4. ICU_Extubation_Failure_Prediction ICU_Extubation_Failure_Prediction Public

   This project develops a Machine Learning pipeline to predict extubation failure within 48 hours in Intensive Care Unit (ICU) patients using Electronic Health Record (EHR) data extracted from the MI…

   Jupyter Notebook 1