Automated Assessment of Vascular Perfusion (Alan Turing Institute Data Study Group)

🎯 Automated assessment of vascular perfusion

πŸŽ“ Challenge owner: Prof Tony Whitehouse (University Hospital Birmingham, University of Birmingham)
πŸŽ“ Principle Investigator: Dr Kashif Rajpoot (University of Birmingham)

πŸ† Received the ‘super additive’ award for ‘championing collaboration & knowledge exchange’

✍ Explored supervised (KNN, LDA, NCA) and unsupervised (PCA) machine learning techiniques and constructed a hybrid CNN-RNN architecture model to automatically extract meaningful features from videos using transfer learning (InceptionV3, imagenet weights) and fine-tuning

πŸ’Ύ OpenCV, scikit-learn, Keras, TensorFlow

πŸ“‘ Report will be published in due course at https://www.turing.ac.uk/collaborate-turing/data-study-groups#reports

Dr Chris Tomlinson
Dr Chris Tomlinson
πŸ‘¨β€πŸ’»Health Data Scientist |πŸŽ“PhD in AI Healthcare |πŸ‘¨β€βš•οΈCritical Care Doctor

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