Medical Physics | Radiation Oncology Comparing Unet training with three different datasets to correct CBCT images for prostate radiotherapy dose calculations. January 24, 2019
Oncology | Radiology Tumor co-segmentation in PET/CT using multi-modality fully convolutional neural network. December 21, 2018
Radiology Incorporating automatically learned pulmonary nodule attributes into a convolutional neural network to improve accuracy of benign-malignant nodule classification. December 18, 2018
Medical Imaging | Oncology | Radiation Oncology Deep-learning based surface region selection for deep inspiration breath hold (DIBH) monitoring in left breast cancer radiotherapy. December 18, 2018
Oncology | Radiology | Surgery Bag of deep features for preoperative prediction of sentinel lymph node metastasis in breast cancer. December 18, 2018
Radiology Visually interpretable deep network for diagnosis of breast masses on mammograms. December 4, 2018
Computer Science | Radiology Automatic 3D liver segmentation based on deep learning and globally optimized surface evolution. December 2, 2018
Radiology A deep learning framework for supporting the classification of breast lesions in ultrasound images. December 2, 2018
Oncology | Radiology Combining deep learning with anatomical analysis for segmentation of the portal vein for liver SBRT planning. December 2, 2018
Gastroenterology | Radiology Deep learning with cinematic rendering: fine-tuning deep neural networks using photorealistic medical images. September 13, 2018
Radiation Oncology | Radiology Dose evaluation of fast synthetic-CT generation using a generative adversarial network for general pelvis MR-only radiotherapy. September 10, 2018