Ophthalmology CoT-XNet: Contextual Transformer with Xception Network for diabetic retinopathy grading. November 2, 2022
Computational Pathology | Digital Pathology | Pathology Towards label-efficient automatic diagnosis and analysis: a comprehensive survey of advanced deep learning-based weakly-supervised, semi-supervised and self-supervised techniques in histopathological image analysis. October 31, 2022
Gastroenterology | Radiology MResU-Net: a deep residual network for multi-center colorectal polyp segmentation based on multi-scale learning and attention mechanism. October 31, 2022
Neurology | Radiology The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research. October 31, 2022
Medical Physics | Radiation Oncology Input feature design and its impact on the performance of deep learning models for predicting fluence maps in intensity-modulated radiation therapy. October 31, 2022
Medical Physics | Radiation Oncology 3Ddose verification in prostate proton therapy with deep learning-based proton-acoustic imaging. October 31, 2022
Medical Imaging | Radiation Therapy | Radiology Deep reinforcement learning and its applications in medical imaging and radiation therapy: a survey. October 21, 2022
Nuclear Medicine | Radiology PET scatter estimation using deep learning U-Net architecture. October 14, 2022
Radiology An unsupervised convolutional neural network method for estimation of intravoxel incoherent motion parameters. October 13, 2022
Medical Physics | Radiation Oncology An inception network for positron emission tomography based dose estimation in carbon ion therapy. October 11, 2022
Medical Imaging | Radiology | Surgery Flexible needle puncture path planning for liver tumors based on deep reinforcement learning. October 11, 2022
Dentistry | Radiology Automated calibration system for length measurement of lateral cephalometry based on deep learning. October 7, 2022