Sahika Betul Yayli, MD's repositories
Motion-Compensated-Pulse-Rate-Estimation-by-Wearable-Device-Data
💓 WEARABLES 💓 Pulse rate estimation from PPG sensor data and 3D accelerometer data to avoid false high results from sudden movements 💓
Medical-Appointment-NoShow-Prediction
⌚ DATA SCIENCE ⌚ Investigate the reason why some patients do not show up to their scheduled appointments and find the probability of missing the appointment ⌚
Patient-Selection-for-Diabetes-Drug
💊 DATA SCIENCE 💊 Built a regression model that can predict the estimated hospitalization time for a patient and use this model to select/filter patients for the drug study 💊
Disaster-Response-Pipeline
📚 NATURAL LANGUAGE PROCESSING 📚 A simulation of pipelines: from data manipulation, model training with grid search and flask web app 📚
Hippocampal-Volume-Quantification-in-Alzheimer-s-Progression
🧠 3D MEDICAL IMAGE SEGMENTATION 🧠 FDA VALIDATION PLAN 🧠 Curate a dataset of brain MRIs, train a segmentation on a CNN, and integrate this into a clinical network to quantify hippocampal volume for Alzheimer's progression 🧠
Pneumonia-Detection-From-Chest-X-Rays-and-FDA-Submission
👩⚕️ 2D MEDICAL IMAGE CLASSIFICATION 👩⚕️ FDA SUBMISSION 👩⚕️ Analyze data from the NIH Chest X-ray Dataset and train a CNN to classify a given chest x-ray for the presence or absence of pneumonia 👩⚕️
Recommendations-for-Articles-on-the-IBM-Watson-Studio-Platform
📜 RECOMMENDATION ENGINE 📜 Putted my recommendation skills to use on real data from the IBM Watson Studio platform 📜
Stroke-Prediction
🧠 DATA SCIENCE 🧠 Understand what are the reasons that cause stroke to peoeple and see if we can succefully detect stroke on some features using ML technics 🧠
Data-Structures-and-Algortihms
Udacity nanodegree program contents
Investigating-Texts-and-Calls
⏱ TIME COMPLEXITY ANALYSIS ⏱ Use Python to analyze and answer questions about the texts and calls contained in the dataset. Then, perform run time analysis of the solution and determine its efficiency ⏱
OpenAI-Gym-s-Taxi-v2-Task
🚕REINFORCEMENT LEARNING🚕Solution of Taxi-v2 Task with Expected Sarsa method🚕
Route-Planner
🚗 A* SEARCH ALGORITHM 🚗 Build a route-planning algorithm -like the one used in Google Maps- to calculate the shortest path between two points on a map 🚗
sahikabetul
My personal repository
stackoverflow
Findings from Stackoverflow 2017