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Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components
Specialised or Generic? Effect of Vocabulary and Tokenisation for Radiology Language Models
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.
Latex template for the MIDL Conference
Chess program, made for the OOP C++ course.
A combination of work done in our MPhys project and in the internship with the Christie NHS Foundation Trust over the summer.
Repositories
22Specialised or Generic? Effect of Vocabulary and Tokenisation for Radiology Language Models
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.
Latex template for the MIDL Conference
Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components
Chess program, made for the OOP C++ course.
A combination of work done in our MPhys project and in the internship with the Christie NHS Foundation Trust over the summer.
No description provided.
Code for the CVPR paper "Interactive and Explainable Region-guided Radiology Report Generation"
The Oxford EPSRC CDT in Health Data Science, Machine Learning for Time-Series Course (2021-2022)
SER Module
Research Software Engineering practice
Practice repo
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assignment 2
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code for collaborators to work on to find muon decays