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neck

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Dr. Mahamaya Prasad Singh MCh Head and Neck Oncology and Reconstructive Surgery is currently a consultant at North East Cancer Hospital and Research Institute and a visiting surgeon to several hospitals in Guwahati. He has commendable expertise in Head and Neck Surgery, Reconstructive Surgery, Skull based surgeries, regional and Microvascular su…

  • Updated Aug 30, 2020
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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 aro…

  • Updated Apr 3, 2024
  • Jupyter Notebook

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