Adaptive Radiation Therapy | Medical Imaging | Radiation Oncology A two-step method to improve image quality of CBCT with phantom-based supervised and patient-based unsupervised learning strategies. March 30, 2022
Oncology | Radiology The stability of oncologic MRI radiomic features and the potential role of deep learning: a review. March 24, 2022
Radiology | Radiotherapy Patient-specific deep learning model to enhance 4D-CBCT image for radiomics analysis. March 21, 2022
Neurology | Oncology | Radiology Cascaded Mutual Enhancing Networks for Brain Tumor Subregion Segmentation in Multiparametric MRI. March 17, 2022
Ophthalmology Synergistically Segmenting Choroidal Layer and Vessel using Deep Learning for Choroid Structure Analysis. March 17, 2022
Radiology H-SegNet: hybrid segmentation network for lung segmentation in chest radiographs using mask region-based convolutional neural network and adaptive closed polyline searching method. March 14, 2022
Oncology | Radiology A review on imaging methodology advances in fluorescence molecular tomography. March 11, 2022
Biomedical Engineering | Optical Imaging | Radiation Oncology Phase function estimation from a diffuse optical image via deep learning. March 7, 2022
Radiology | Urology Effect of dataset size, image quality, and image type on deep learning-based automatic prostate segmentation in 3D ultrasound. March 3, 2022
Radiation Oncology U-net architecture with embedded Inception-ResNet-v2 image encoding modules for automatic segmentation of organs-at-risk in head and neck cancer radiation therapy based on computed tomography scans. February 8, 2022
Radiology Improving mammography lesion classification by optimal fusion of handcrafted and deep transfer learning features. February 7, 2022