Medical Physics | Radiation Oncology A deep learning-informed interpretation of why and when dose metrics outside the PTV can affect the risk of distant metastasis in SBRT NSCLC patients. September 28, 2024
Radiation Oncology | Radiology Robust localization of poorly visible tumor in fiducial free stereotactic body radiation therapy. August 30, 2024
Medical Physics | Radiation Oncology Improved outcome models with denoising diffusion. February 7, 2024
Oncology | Radiology Deep Learning-Guided Dosimetry for Mitigating Local Failure of Non-Small Cell Lung Cancer Patients Receiving SBRT. December 6, 2023
Medical Physics | Radiation Oncology Novel Dose Criteria for Lung Cancer SBRT to Improve Local Control in Patients Treated to 50 Gy/5 Fractions Using Deep Learning Methods and Explainability Techniques. October 3, 2023
Oncology | Radiology Deep learning model fusion improves lung tumor segmentation accuracy across variable training-to-test dataset ratios. August 7, 2023
Radiation Oncology | Radiology Deep learning prediction of post-SBRT liver function changes and NTCP modeling in hepatocellular carcinoma based on DGAE-MRI. March 29, 2023
Medical Imaging | Radiation Oncology Binary dose level classification of tumour microvascular response to radiotherapy using artificial intelligence analysis of optical coherence tomography images. August 17, 2022
Oncology | Radiation Oncology | Radiology Deterministic small-scale undulations of image-based risk predictions from the deep learning of lung tumors in motion. August 13, 2022
Oncology | Radiology Integration of deep learning radiomics and counts of circulating tumor cells improves prediction of outcomes of early stage NSCLC patients treated with SBRT. November 14, 2021
Radiation Oncology | Radiology The Predictive Power of a Deep-Learning Segmentation Based Prognostication (DESEP) Model in Non-Small Cell Lung Cancer. October 27, 2021
Oncology | Radiation Oncology | Radiology Combining computed tomography and biologically effective dose in radiomics and deep learning improves prediction of tumor response to robotic lung SBRT. August 20, 2021