Geriatrics | Radiology Chest X-ray-based opportunistic screening of sarcopenia using deep learning. December 2, 2022
Oncology | Radiology Sarcopenia identified by computed tomography imaging using a deep learning-based segmentation approach impacts survival in patients with newly diagnosed multiple myeloma. November 22, 2022
Artificial Intelligence | Oncology | Radiology Artificial intelligence for predicting five-year survival in stage IV metastatic breast cancer patients: A focus on sarcopenia and other host factors. October 14, 2022
Oncology | Radiology Deep learning auto-segmentation of cervical skeletal muscle for sarcopenia analysis in patients with head and neck cancer. August 15, 2022
Orthopedics | Radiology An externally validated deep learning model for the accurate segmentation of the lumbar paravertebral muscles. July 19, 2022
Orthopedics | Radiology Deep Learning-Based Muscle Segmentation and Quantification of Full-Leg Plain Radiograph for Sarcopenia Screening in Patients Undergoing Total Knee Arthroplasty. July 9, 2022
Radiology | Traumatology Clinical evaluation of automated segmentation for body composition analysis on abdominal L3 CT slices in polytrauma patients. June 9, 2022
Radiology Deep learning for automatic segmentation of paraspinal muscle on computed tomography. March 31, 2022
Medical Imaging | Oncology | Radiology Validation of a deep learning segmentation algorithm to quantify the skeletal muscle index and sarcopenia in metastatic renal carcinoma. March 19, 2022
Geriatrics | Internal Medicine | Radiology Fully automated deep-learning section-based muscle segmentation from CT images for sarcopenia assessment. March 9, 2022
Musculoskeletal Imaging | Radiology Deep learning based sarcopenia prediction from shear-wave ultrasonographic elastography and gray scale ultrasonography of rectus femoris muscle. March 5, 2022
Medical Imaging | Oncology | Radiology Automatic segmentation of paravertebral muscles in abdominal CT scan by U-Net: The application of data augmentation technique to increase the Jaccard ratio of deep learning. December 6, 2021