Automated Grading of Peripheral Facial Palsy

This repository contains the underlying data of the thesis "Automated Grading of Facial Palsy" by T.C. ten Harkel. These data are separated in the following 4 folders: Chapter 2, Chapter 3 (part 1 & 2), Chapter 4, and Chapter 5. Each chapter folder contains a separate Readme.txt file giving a detailed description of the data contained in that folder. A brief overview can be found below: Chapter 2 : This folder contains the RealSense F200 depth accuracy (mm) for each individual patient for each pose of the Sunnybrook Facial Grading System (SFGS). Chapter 3 part 1: This folder contains the following data: (1) the landmarks as placed by the observers for each individual patient during the neutral pose of the SFGS, (2) the depth accuracy of the RealSense D415 for each individual patient during the neutral pose of the SFGS, (3) the landmark placement accuracy between the observers for each individual patient during the neutral pose of the SFGS, (4) the difference between the anthropometric measurements between observers for each individual patient during the neutral pose of the SFGS. Chapter 3 part 2: This folder contains the following data: (1) the landmarks as placed by the observers for each individual patient during the voluntary movements of the SFGS, (2) the depth accuracy of the RealSense D415 for each individual patient during the voluntary movements of the SFGS, (3) the landmark placement accuracy between the observers for each individual patient during the voluntary movements of the SFGS, (4) the difference between the anthropometric measurements between observers for each individual patient during the voluntary movements of the SFGS. Chapter 4: This folder contains the actual SFGS score and predicted SFGS score of the CNN model for all individual patients, divided into the 13 separate SFGS elements and five stratified k-folds. Chapter 5: This folder contains the actual SFGS score and predicted SFGS score of the CNN model for all individual patients, divided into the 13 separate SFGS elements and five stratified k-folds.