Radiology On the robustness of deep learning based lung nodule classification for CT images with respect to image noise. November 5, 2020
Oncology | Radiology A novel approach with dual-sampling convolutional neural network for ultrasound image classification of breast tumors. October 29, 2020
Medical Physics | Radiology DaNet: dose-aware network embedded with dose-level estimation for low-dose CT imaging. October 29, 2020
Medical Imaging | Oncology | Radiology Comparison of deep learning synthesis of synthetic CTs using clinical MRI inputs. October 29, 2020
Radiology Thyroid gland delineation in noncontrast-enhanced CT using deep convolutional neural networks. October 28, 2020
Medical Imaging | Radiation Oncology Deep learning based medical image segmentation with limited labels. October 21, 2020
Medical Imaging | Radiation Oncology Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study. October 20, 2020
Nuclear Medicine | Radiology FBP-Net for direct reconstruction of dynamic PET images. October 13, 2020
Radiology Self-derived organ attention for unpaired CT-MRI deep domain adaptation based MRI segmentation. October 7, 2020
Hepatology | Machine Learning | Radiology Deep learning networks on chronic liver disease assessment with fine-tuning of shear wave elastography image sequences. October 1, 2020
Nuclear Medicine | Radiology Truncation compensation and metallic dental implant artefact reduction in PET/MRI attenuation correction using deep learning-based object completion. September 25, 2020
Nuclear Medicine | Radiology Noise reduction with cross-tracer and cross-protocol deep transfer learning for low-dose PET. September 14, 2020