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I-Shaped Developer
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Ziyun Liang
@ZiyunLiang
Anthony Addison
@Anthony-P-Addison
mdivyanshu97
@mdivyanshu97
Pramit Saha
@PramitSaha
Felix Wagner
@FelixWag
Top Repositories
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
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)
Practice repo
SER Module
Research Software Engineering practice
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