Research map: Image‐based evaluation of a commercial AI synthetic CT generator for brain and prostate MR‐only radiotherapy

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Papers in this map

  1. MR-based synthetic CT generation using a deep convolutional neural network method · Xiao Han · 2017 · 717 citations · Cited by this paper
  2. Efficient low‐dose CT image enhancement using MobileMamba‐UNet with wavelet‐enhanced long‐range modeling · 2026 · Related
  3. Adaptive radiotherapy: The Elekta Unity MR-linac concept · Dennis Winkel · 2019 · 580 citations · Cited by this paper
  4. Commissioning and performance evaluations of the electron Monte Carlo algorithm in a new commercial treatment planning system · 2026 · Related
  5. CT substitute derived from MRI sequences with ultrashort echo time · Adam Johansson · 2011 · 324 citations · Cited by this paper
  6. An interpretable radiomics–deep learning nomogram from whole‐body bone scintigraphy for MDP‐avid bone metastasis prediction in NSCLC · 2026 · Related
  7. Systematic Review of Synthetic Computed Tomography Generation Methodologies for Use in Magnetic Resonance Imaging–Only Radiation Therapy · Emily Johnstone · 2017 · 320 citations · Cited by this paper
  8. Pulse‑level characterization of low monitor unit deliveries on a modern linear accelerator using a plastic scintillation detector · 2026 · Related
  9. Generating synthetic CTs from magnetic resonance images using generative adversarial networks · Hajar Emami · 2018 · 304 citations · Cited by this paper
  10. Assessment of 6MV flattening filter free (FFF) beam commissioning parameters for Versa HD and TrueBeam: A comparison study · 2026 · Related
  11. MRI‐only based synthetic CT generation using dense cycle consistent generative adversarial networks · Yang Lei · 2019 · 304 citations · Cited by this paper
  12. Scanner‐agnostic artificial intelligence approach for fast bone scintigraphy · 2026 · Related
  13. Clinical implementation of artificial intelligence-driven cone-beam computed tomography-guided online adaptive radiotherapy in the pelvic region · Patrik Sibolt · 2020 · 254 citations · Cited by this paper
  14. Effect of wearing a brassiere during low‐dose chest CT for lung cancer screening · 2026 · Related
  15. Varian ethos online adaptive radiotherapy for prostate cancer: Early results of contouring accuracy, treatment plan quality, and treatment time · Mikel Byrne · 2021 · 234 citations · Cited by this paper
  16. Real‐time motion tracking of a gold implant in water by Cherenkov lights · 2026 · Related
  17. New developments in MRI for target volume delineation in radiotherapy · Vincent S Khoo · 2006 · 208 citations · Cited by this paper
  18. Implementation of VMAT‐based lattice spatially fractionated radiation therapy (SFRT) across linac platforms: Practical considerations for QA and motion management · 2026 · Related
  19. Relative electron density calibration of CT scanners for radiotherapy treatment planning. · S. Thomas · 1999 · 163 citations · Cited by this paper
  20. Method for simultaneous selection of treatment isocenters and margins for polymetastatic extracranial stereotactic ablative radiotherapy · 2026 · Related
  21. MR-Only Brain Radiation Therapy: Dosimetric Evaluation of Synthetic CTs Generated by a Dilated Convolutional Neural Network · Anna M. Dinkla · 2018 · 150 citations · Cited by this paper
  22. Assessing the effect of electron density in photon dose calculations · Joao Carlos Seco · 2006 · 131 citations · Cited by this paper
  23. A clinical evaluation of the performance of five commercial artificial intelligence contouring systems for radiotherapy · Paul Doolan · 2023 · 108 citations · Cited by this paper
  24. The rationale for MR-only treatment planning for external radiotherapy · Joakim H Jonsson · 2019 · 93 citations · Cited by this paper
  25. MR ‐based treatment planning in radiation therapy using a deep learning approach · Fang Liu · 2019 · 83 citations · Cited by this paper
  26. A simulation of MRI based dose calculations on the basis of radiotherapy planning CT images · Karsten Eilertsen · 2008 · 76 citations · Cited by this paper
  27. Assessing the Dosimetric Accuracy of Magnetic Resonance-Generated Synthetic CT Images for Focal Brain VMAT Radiation Therapy · Éric Paradis · 2015 · 61 citations · Cited by this paper
  28. Synthetic computed tomography data allows for accurate absorbed dose calculations in a magnetic resonance imaging only workflow for head and neck radiotherapy · Emilia Palmér · 2021 · 56 citations · Cited by this paper
  29. Dosimetric evaluation of synthetic CT image generated using a neural network for MR‐only brain radiotherapy · Bin Tang · 2021 · 49 citations · Cited by this paper
  30. Advancements in synthetic CT generation from MRI: A review of techniques, and trends in radiation therapy planning · Mohamed A. Bahloul · 2024 · 48 citations · Cited by this paper
  31. Clinical commissioning of an adaptive radiotherapy platform: Results and recommendations · Kelly D. Kisling · 2022 · 40 citations · Cited by this paper
  32. Dosimetric evaluation of an atlas‐based synthetic CT generation approach for MR ‐only radiotherapy of pelvis anatomy · Reza Farjam · 2018 · 33 citations · Cited by this paper
  33. The Promise of Magnetic Resonance Imaging in Radiation Oncology Practice in the Management of Brain, Prostate, and GI Malignancies · Shashank Srinivasan · 2022 · 26 citations · Cited by this paper
  34. Evaluation of MRI‐only based online adaptive radiotherapy of abdominal region on MR‐linac · Katri Nousiainen · 2022 · 21 citations · Cited by this paper
  35. Evaluation of a commercial synthetic computed tomography generation solution for magnetic resonance imaging‐only radiotherapy · Ana Gonzalez-Moya · 2021 · 20 citations · Cited by this paper
  36. Comparison of Synthetic Computed Tomography Generation Methods, Incorporating Male and Female Anatomical Differences, for Magnetic Resonance Imaging-Only Definitive Pelvic Radiotherapy · Laura M. O'Connor · 2022 · 20 citations · Cited by this paper
  37. Clinical feasibility of a commercially available MRI‐only method for radiotherapy treatment planning of the brain · Iiro Ranta · 2023 · 14 citations · Cited by this paper
  38. Evaluating the Hounsfield unit assignment and dose differences between CT‐based standard and deep learning‐based synthetic CT images for MRI‐only radiation therapy of the head and neck · Kamal Singhrao · 2023 · 13 citations · Cited by this paper
  39. A multi-centric evaluation of self-learning GAN based pseudo-CT generation software for low field pelvic magnetic resonance imaging · Jessica Prunaretty · 2023 · 8 citations · Cited by this paper

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