Radiology DeepUCT: complex cascaded deep learning network for improved ultrasound tomography. February 7, 2022
Orthopedics | Radiology | Trauma Surgery Prior information-based high-resolution tomography image reconstruction from single digitally reconstruction radiograph. January 31, 2022
Preclinical Studies | Radiation Therapy Automatic contouring of normal tissues with deep learning for preclinical radiation studies. January 21, 2022
Obstetrics and Gynecology | Radiology Deep learning fetal ultrasound video model match human observers in biometric measurements. January 20, 2022
Endocrinology | Radiology Deep multimodal learning for lymph node metastasis prediction of primary thyroid cancer. January 18, 2022
Neurology | Radiology Generation of quantification maps and weighted images from synthetic magnetic resonance imaging using deep learning network. December 29, 2021
Neurology | Oncology | Radiology Deep-learning and radiomics ensemble classifier for false positive reduction in brain metastases segmentation. December 24, 2021
Oncology | Radiology Automated detection of skeletal metastasis of lung cancer with bone scans using convolutional nuclear network. December 21, 2021
Computer Science | Medical Imaging | Radiology Efficient gradient computation for optimization of hyperparameters. December 17, 2021
Cardiology | Radiology Automated segmentation of metal stent and bioresorbable vascular scaffold in intravascular optical coherence tomography images using deep learning architectures. December 15, 2021
Pulmonology | Radiology Weakly-supervised lesion analysis with a CNN-based framework for COVID-19. December 14, 2021
Otolaryngology | Radiation Oncology Prospectively-validated deep learning model for segmenting swallowing and chewing structures in CT. December 7, 2021