head-and-neck-cancer

There are 0 repository under head-and-neck-cancer topic.

• afiosman / attention-aware-3D-UNet-for-RT-dose-prediction

  Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.

  attention-unetdeep-learninghead-and-neck-cancerknowledge-based-planningmedical-physicsradiation-oncologyradiotherapyradiotherapy-treatment-planningtreatment-planningunet
  Language:Python 28

• afiosman / deep-learning-KBP-methods-for-rt-dose-prediction

  Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.

  attention-unetdeep-learningknowledge-based-planningradiation-oncologyradiotherapyresidual-attention-unetresidual-unetunetdose-predictionhead-and-neck-cancertreatment-planningimrtmedical-physics
  Language:Python 10

• CAAI / hnc-tumour-seg

  Clinical evaluation of deep learning for tumour delineation on [18F]FDG-PET/CT of head and neck cancer

  deep-learninghead-and-neck-cancerpet-cttumour-delineation
  Language:Jupyter Notebook 5

• MaastrichtU-CDS / hn_cnn

  Convolutional Neural Network (CNN) for head and neck cancer outcome classification

  cnndeep-learninghead-and-neck-cancerreproducibility
  Language:Python 2

• rrr-uom-projects / Internship_sarcopenia

  A combination of work done in our MPhys project and in the internship with the Christie NHS Foundation Trust over the summer.

  aimachine-learninghead-and-neck-canceru-netpytorchfcnct-scanssegmentationhealthcare
  Language:Python 0

• Amirhosein2c / SegFreeOP

  Code repository for the paper entitled "Segmentation-Free Outcome Prediction in Head and Neck Cancer: Deep Learning-based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs) of PET Images" submitted to the European Journal of Nuclear Medicine and Medical Imaging

  deep-learninghead-and-neck-cancermachine-learningoutcome-predictionpet-ctpythonsurvival-analysistransfer-learning
  Language:Python