Medical Physics | Radiation Oncology Beam mask and sliding window-facilitated deep learning-based accurate and efficient dose prediction for pencil beam scanning proton therapy. July 3, 2023
Oncology | Radiology Deep learning-based combination of [18F]-FDG PET and CT images for producing pulmonary perfusion image. June 30, 2023
Neurology | Radiology Quantitative susceptibility mapping using multi-channel convolutional neural networks with dipole-adaptive multi-frequency inputs. June 29, 2023
Radiology | Surgery | Urology An automated surgical decision-making framework for partial or radical nephrectomy based on 3D-CT multi-level anatomical features in renal cell carcinoma. June 8, 2023
Oncology | Radiology Comparative study of the quantitative accuracy of oncological PET imaging based on deep learning methods. June 7, 2023
Radiation Oncology | Radiology Comprehensive evaluation of a deep learning model for automatic organs at risk segmentation on heterogeneous computed tomography images for abdominal radiotherapy. May 27, 2023
Bioinformatics | Computational Biology | Molecular Biology Structure-Based Neural Network Protein-Carbohydrate Interaction Predictions at the Residue Level. March 30, 2023
Pathology | Radiology Federated Learning with Research Prototypes: Application to Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology. March 13, 2023
Materials Science | Medical Image Analysis Deep Learning-Based Segmentation of 3D Volumetric Image and Microstructural Analysis. March 11, 2023
Cardiology Deep learning estimation of three-dimensional left atrial shape from two-chamber and four-chamber cardiac long axis views. February 1, 2023
Biomedical Engineering | Neurology | Radiology An end-end deep learning framework for lesion segmentation on multi-contrast MR images-an exploratory study in a rat model of traumatic brain injury. January 9, 2023
Neurosurgery | Radiology Deep learning-based recognition and segmentation of intracranial aneurysms under small sample size. January 5, 2023