Niyas Puzhakkal

Employment

• MVR Cancer Centre and Research Institute

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (15)

• MemU-Net: A new volumetric dose prediction model using deep learning techniques in radiation treatment planning
  Biomedical Signal Processing and Control 2023 DOI: 10.1016/j.bspc.2023.104940
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• Cone beam computed tomography enhancement using feature‐embedded variational autoencoder with a perceptual loss function
  International Journal of Imaging Systems and Technology 2023 DOI: 10.1002/ima.22899
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• <scp>SABOS‐Net</scp> : Self‐supervised attention based network for automatic organ segmentation of head and neck <scp>CT</scp> images
  International Journal of Imaging Systems and Technology 2023 DOI: 10.1002/ima.22802
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• Computed tomography image generation from magnetic resonance imaging using Wasserstein metric for <scp>MR</scp> ‐only radiation therapy
  International Journal of Imaging Systems and Technology 2022 DOI: 10.1002/ima.22777
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• ThoraxNet: a 3D U-Net based two-stage framework for OAR segmentation on thoracic CT images
  Physical and Engineering Sciences in Medicine 2022 DOI: 10.1007/s13246-022-01101-x
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• Statistical process control in monitoring radiotherapy quality assurance program: An institutional experience
  Iranian Journal of Medical Physics 2021 DOI: 10.22038/ijmp.2021.55869.1931
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• A technique for quantifying the sensitivity of dosimetric tool gamma with 2D detector array in pretreatment IMRT plans by segment deletion method
  La radiologia medica 2021 DOI: 10.1007/s11547-020-01259-y
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• Mean parotid dose prediction model using machine learning regression method for intensity-modulated radiotherapy in head and neck cancer
  Medical Dosimetry 2021 DOI: 10.1016/j.meddos.2021.02.003
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• Experimental determination of thermal neutron fluence around Elekta Versa HD linear accelerator for various photon energies
  Biomedical Physics & Engineering Express 2020 DOI: 10.1088/2057-1976/abac90
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• Estimation of dosimetric discrepancy due to use of Onyx™ embolic system in Stereotactic Radiosurgery/Radiotherapy (SRS/SRT) planning
  Biomedical Physics & Engineering Express 2020 DOI: 10.1088/2057-1976/ab872d
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