Journal Article GSI-2024-00800

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Deep learning-based voxel sampling for particle therapy treatment planning

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2024
IOP Publ. Bristol

Physics in medicine and biology 69(15), 155014 () [10.1088/1361-6560/ad5bba]

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Keyword(s): Deep Learning (MeSH) ; Radiotherapy Planning, Computer-Assisted: methods (MeSH) ; Humans (MeSH) ; Heavy Ion Radiotherapy: methods (MeSH) ; Head and Neck Neoplasms: radiotherapy (MeSH) ; Head and Neck Neoplasms: diagnostic imaging (MeSH) ; Organs at Risk: radiation effects (MeSH) ; deep-learning ; optimization ; particle therapy ; treatment planning

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Note: Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 license.

Contributing Institute(s):
  1. Biophysik (BIO)
  2. Collaboration FAIR: BIO (BIO@FAIR)
Research Program(s):
  1. 633 - Life Sciences – Building Blocks of Life: Structure and Function (POF4-633) (POF4-633)
  2. SUC-GSI-Darmstadt - Strategic university cooperation GSI-TU Darmstadt (SUC-GSI-DA) (SUC-GSI-DA)
  3. HITRIplus - Heavy Ion Therapy Research Integration plus (101008548) (101008548)
Experiment(s):
  1. no experiment theory work (theory)

Appears in the scientific report 2024
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Medline ; Creative Commons Attribution CC BY 4.0 ; OpenAccess ; BIOSIS Previews ; Biological Abstracts ; Clarivate Analytics Master Journal List ; Current Contents - Life Sciences ; Ebsco Academic Search ; Essential Science Indicators ; IF < 5 ; JCR ; National-Konsortium ; SCOPUS ; Science Citation Index Expanded ; Web of Science Core Collection
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 Record created 2024-10-04, last modified 2025-07-17