simon_ellershaw (@simonEllershaw)
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simonEllershaw

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Top repositories

1

llm-discharge-summaries

Code for the paper "Automated Generation of Hospital Discharge Summaries Using Clinical Guidelines and Large Language Models"
Jupyter Notebook
9
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2

3DInfantPoseEstimation

Deep learning 3D infant pose estimation model developed during my MSc Individual Project at Imperial College London
Python
7
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3

Unsupervised_medical_BERT

NLP experiments comparing unsupervised and supervised BERT finetuning approaches on medical data.
Jupyter Notebook
2
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4

KernelPerceptron

Numpy implementation of a multi-class kernel perceptron. Performance compared to a vanilla perceptron, SVM and CNN on the MNIST digit dataset
Python
2
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5

JointBilateralFilter

Implementation and investigation into the properties of the joint and bilateral filter
Python
1
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6

Diabetic_Retinopathy_Vision_Transformer

MRes project- Applying vision transformers to the task of diabetic retinopathy classification (and comparing to CNNs)
Jupyter Notebook
1
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7

Multi_Contrast_Placenta_MRI_Models

Project to fit multi compartment models to MRI scans of a healthy and pre-eclampsia placenta.
MATLAB
1
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