Medical Imaging | Radiation Oncology Synthetic CT generation for pelvic cases based on deep learning in multi-center datasets. July 9, 2024
Medical Imaging | Radiation Oncology Localized fine-tuning and clinical evaluation of deep-learning based auto-segmentation (DLAS) model for clinical target volume (CTV) and organs-at-risk (OAR) in rectal cancer radiotherapy. July 3, 2024
Neurology | Radiation Oncology Deformable registration of magnetic resonance images using unsupervised deep learning in neuro-/radiation oncology. May 22, 2024
Medical Imaging | Radiology Accurate object localization facilitates automatic esophagus segmentation in deep learning. May 12, 2024
Medical Physics | Radiation Oncology Automatic IMRT treatment planning through fluence prediction and plan fine-tuning for nasopharyngeal carcinoma. March 21, 2024
Radiation Oncology | Radiology “sCT-Feasibility” – a feasibility study for deep learning-based MRI-only brain radiotherapy. March 8, 2024
Medical Imaging | Radiation Oncology A 4D-CBCT correction network based on contrastive learning for dose calculation in lung cancer. February 9, 2024
Machine Learning | Medical Imaging | Radiation Oncology Generation of tissues outside the field of view (FOV) of radiation therapy simulation imaging based on machine learning and patient body outline (PBO). January 25, 2024
Oncology | Radiology Comparison of deep learning networks for fully automated head and neck tumor delineation on multi-centric PET/CT images. January 8, 2024
Medical Physics | Radiation Oncology Pretreatment patient-specific quality assurance prediction based on 1D complexity metrics and 3D planning dose: classification, gamma passing rates, and DVH metrics. November 21, 2023
Oncology | Radiology Comprehensive evaluation of similarity between synthetic and real CT images for nasopharyngeal carcinoma. November 8, 2023
Oncology | Radiology | Surgery Attention mechanism based multi-sequence MRI fusion improves prediction of response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer. October 27, 2023