Pinned Repositories
assignment_2
assignment 2
assignment_3
assignment_4
assignment_5
assignment_6
chess-project
Chess program, made for the OOP C++ course.
GenX_Report_Audit
Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components
muon-detector-teensy
code for collaborators to work on to find muon decays
Transfer_learning_sarcopenia_C3
A machine learning model was trained, on a cohort of head and neck cancer patients, to segment skeletal muscle in the neck at the level of the C3 vertebra. The model was a convolutional neural network and had a Dice score of 0.89 (89% accuracy). A value of skeletal muscle area (SMA) and density (SMD) was found for each patient in a cohort of around a hundred head and neck squamous cell carcinoma patients in the Cancer Imaging Archive data collection. The median value of SMD was 26 HU in women and 33 HU in men. The median value of SMA was 38 cm^2 and 25 cm^2 for men and women respectively.
Internship_sarcopenia
A combination of work done in our MPhys project and in the internship with the Christie NHS Foundation Trust over the summer.
hermionewarr's Repositories
hermionewarr/GenX_Report_Audit
Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components
hermionewarr/assignment_2
assignment 2
hermionewarr/assignment_3
hermionewarr/assignment_4
hermionewarr/assignment_5
hermionewarr/assignment_6
hermionewarr/chess-project
Chess program, made for the OOP C++ course.
hermionewarr/chess_python
hermionewarr/games
hermionewarr/muon-detector-teensy
code for collaborators to work on to find muon decays
hermionewarr/Transfer_learning_sarcopenia_C3
A machine learning model was trained, on a cohort of head and neck cancer patients, to segment skeletal muscle in the neck at the level of the C3 vertebra. The model was a convolutional neural network and had a Dice score of 0.89 (89% accuracy). A value of skeletal muscle area (SMA) and density (SMD) was found for each patient in a cohort of around a hundred head and neck squamous cell carcinoma patients in the Cancer Imaging Archive data collection. The median value of SMD was 26 HU in women and 33 HU in men. The median value of SMA was 38 cm^2 and 25 cm^2 for men and women respectively.
hermionewarr/assingment_7
hermionewarr/assingment_8
hermionewarr/CDTworkshop_ML4timeseries
The Oxford EPSRC CDT in Health Data Science, Machine Learning for Time-Series Course (2021-2022)
hermionewarr/gitstuff
Practice repo
hermionewarr/hello
Research Software Engineering practice
hermionewarr/Internship_sarcopenia
A combination of work done in our MPhys project and in the internship with the Christie NHS Foundation Trust over the summer.
hermionewarr/rgrg_edit
Code for the CVPR paper "Interactive and Explainable Region-guided Radiology Report Generation"
hermionewarr/rgrg_pretrained
hermionewarr/ser
SER Module