Machine Learning | Medical Imaging | Radiation Oncology Multi-omics deep learning for radiation pneumonitis prediction in lung cancer patients underwent volumetric modulated arc therapy. June 21, 2024
Oncology | Radiation Oncology | Radiology Deep-Learning Model Prediction of Radiation Pneumonitis Using Pretreatment Chest Computed Tomography and Clinical Factors. May 16, 2024
Radiation Oncology | Radiology Enhancing the prediction of symptomatic radiation pneumonitis for locally advanced non-small-cell lung cancer by combining 3D deep learning-derived imaging features with dose-volume metrics: a two-center study. March 18, 2024
Medical Imaging | Oncology | Radiology From Pixels to Prognosis: Unveiling Radiomics Models with SHAP and LIME for Enhanced Interpretability. March 18, 2024
Oncology | Pulmonology | Radiation Oncology | Radiology Integration of dosimetric parameters, clinical factors, and radiomics to predict symptomatic radiation pneumonitis in lung cancer patients undergoing combined immunotherapy and radiotherapy. December 9, 2023
Radiation Oncology | Radiology Correlation between AI-based CT organ features and normal lung dose in adjuvant radiotherapy following breast-conserving surgery: a multicenter prospective study. November 10, 2023
Oncology | Radiology Handcrafted Radiomics, Deep Learning Radiomics in the Prediction of Radiation Pneumonitis for NSCLC Patients Treated with Immunotherapy Followed with Thoracic Radiotherapy. October 3, 2023
Oncology | Radiation Oncology | Radiology Image masking using convolutional networks improves performance classification of radiation pneumonitis for non-small cell lung cancer. March 28, 2023
Oncology | Radiology Computed tomography and radiation dose images-based deep-learning model for predicting radiation pneumonitis in lung cancer patients after radiation therapy. February 26, 2023
Medical Physics | Radiation Oncology | Radiology 3D deep convolution neural network for radiation pneumonitis prediction following stereotactic body radiotherapy. December 22, 2022
Medical Physics | Pulmonology | Radiation Oncology Radiation pneumonitis prediction after stereotactic body radiation therapy based on 3D dose distribution: dosiomics and/or deep learning-based radiomics features. November 18, 2022
Oncology | Radiation Therapy | Radiology Function-Wise Dual-Omics analysis for radiation pneumonitis prediction in lung cancer patients. October 6, 2022