Research map: UNetrDose: a fast and accurate transformer-based dose prediction model for radiotherapy

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Papers in this map

  1. U-Net: Convolutional Networks for Biomedical Image Segmentation · Olaf Ronneberger · 2015 · 92974 citations · Cited by this paper
  2. Analytical convolution/superposition modelling of one-dimensional dose profiles with asymmetric energy deposition kernels in homogeneous media · 2026 · Related
  3. nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation · Fabian Isensee · 2020 · 9720 citations · Cited by this paper
  4. Quantitative relationship between microdosimetric quantities and plasmid DNA damage induced by auger electrons · 2026 · Related
  5. A Survey on Vision Transformer · Kai Han · 2022 · 4428 citations · Cited by this paper
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  7. Cancer treatment and survivorship statistics, 2022 · Kimberly D. Miller · 2022 · 3787 citations · Cited by this paper
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  9. Transformers in Vision: A Survey · Salman Hameed Khan · 2022 · 3554 citations · Cited by this paper
  10. Improved synthetic CT image quality does not guarantee dosimetric agreement in CBCT-based adaptive proton radiotherapy · 2026 · Related
  11. UNETR: Transformers for 3D Medical Image Segmentation · Ali Hatamizadeh · 2022 · 3214 citations · Cited by this paper
  12. Pulse-resolved tumor control probability modeling for FLASH radiotherapy using a variable-time treatment-course framework · 2026 · Related
  13. A technique for the quantitative evaluation of dose distributions · Daniel A. Low · 1998 · 2898 citations · Cited by this paper
  14. A proof-of-concept study of sub-resolution hepatic vasculature modeling to assess dose heterogeneity in transarterial radioembolization · 2026 · Related
  15. FiLM: Visual Reasoning with a General Conditioning Layer · Ethan Perez · 2018 · 2075 citations · Cited by this paper
  16. Custom TMS coils designs for single and multi-locus stimulation of the cerebellum · 2026 · Related
  17. Volumetric modulated arc therapy: IMRT in a single gantry arc · Karl F. Otto · 2007 · 1882 citations · Cited by this paper
  18. Systematic evaluation of magnetic particle imaging quantification strategies in biologically relevant scenarios using anatomically correct 3D printed mouse phantoms · 2026 · Related
  19. Tolerance limits and methodologies for IMRT measurement‐based verification QA : Recommendations of AAPM Task Group No. 218 · Moyed M. Miften · 2018 · 1108 citations · Cited by this paper
  20. Power law spectral photon-counting CT for quantitative effective atomic number and electron density imaging · 2026 · Related
  21. Evaluation of the gamma dose distribution comparison method · Daniel A. Low · 2003 · 764 citations · Cited by this paper
  22. Local Relation Networks for Image Recognition · Han Hu · 2019 · 606 citations · Cited by this paper
  23. Fifty years of Monte Carlo simulations for medical physics · D. W. O. Rogers · 2006 · 514 citations · Cited by this paper
  24. Accelerating Monte Carlo simulations of photon transport in a voxelized geometry using a massively parallel graphics processing unit · Andreu Badal · 2009 · 355 citations · Cited by this paper
  25. 3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture · Dan Nguyen · 2019 · 325 citations · Cited by this paper
  26. Online Adaptive Radiation Therapy · Stephanie Lim‐Reinders · 2017 · 271 citations · Cited by this paper
  27. GPUMCD : A new GPU‐oriented Monte Carlo dose calculation platform · Sami Hissoiny · 2011 · 217 citations · Cited by this paper
  28. A 3D pencil-beam-based superposition algorithm for photon dose calculation in heterogeneous media · L Tillikainen · 2008 · 141 citations · Cited by this paper
  29. Development of a GPU-based Monte Carlo dose calculation code for coupled electron–photon transport · Xun Jia · 2010 · 118 citations · Cited by this paper
  30. DeepDose: Towards a fast dose calculation engine for radiation therapy using deep learning · C Kontaxis · 2020 · 114 citations · Cited by this paper
  31. A Survey of Synthetic Data Augmentation Methods in Machine Vision · Alhassan Mumuni · 2024 · 111 citations · Cited by this paper
  32. Multi-constraint generative adversarial network for dose prediction in radiotherapy · Bo Zhan · 2021 · 109 citations · Cited by this paper
  33. Technical Note: Dose prediction for head and neck radiotherapy using a three‐dimensional dense dilated U‐net architecture · Mary Gronberg · 2021 · 105 citations · Cited by this paper
  34. Collapsed cone convolution and analytical anisotropic algorithm dose calculations compared to VMC++ Monte Carlo simulations in clinical cases · F. Hasenbalg · 2007 · 100 citations · Cited by this paper
  35. DoseGAN: a generative adversarial network for synthetic dose prediction using attention-gated discrimination and generation · Vasant P. Kearney · 2020 · 98 citations · Cited by this paper
  36. Millisecond speed deep learning based proton dose calculation with Monte Carlo accuracy · Oscar Pastor‐Serrano · 2022 · 72 citations · Cited by this paper
  37. Deep Learning–Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans · Mary Gronberg · 2023 · 60 citations · Cited by this paper
  38. A GPU‐accelerated Monte Carlo dose calculation platform and its application toward validating an MRI‐guided radiation therapy beam model · Yuhe Wang · 2016 · 58 citations · Cited by this paper
  39. Explainable attention guided adversarial deep network for 3D radiotherapy dose distribution prediction · Huidong Li · 2022 · 55 citations · Cited by this paper

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