Neurology | Neuroscience A deep learning-based strategy for producing dense 3D segmentations from sparsely annotated 2D images. June 25, 2024
Ophthalmology 3DVascNet: An Automated Software for Segmentation and Quantification of Mouse Vascular Networks in 3D. May 23, 2024
Computational Pathology | Oncology | Pathology Direct three-dimensional segmentation of prostate glands with nnU-Net. March 4, 2024
Ophthalmology High-accuracy 3D segmentation of wet age-related macular degeneration via multi-scale and cross-channel feature extraction and channel attention. February 26, 2024
Oncology | Radiology Patch-wise 3D segmentation quality assessment combining reconstruction and regression networks. September 11, 2023
Ophthalmology JOINT MOTION CORRECTION AND 3D SEGMENTATION WITH GRAPH-ASSISTED NEURAL NETWORKS FOR RETINAL OCT. June 21, 2023
Maxillofacial Surgery | Radiology Deep learning for detection and 3D segmentation of maxillofacial bone lesions in cone beam CT. May 16, 2023
Agriculture | Plant Biology 3D segmentation of plant root systems using spatial pyramid pooling and locally adaptive field-of-view inference. April 21, 2023
Agriculture | Deep Learning | Machine Learning | Plant Science Cotton plant part 3D segmentation and architectural trait extraction using point voxel convolutional neural networks. March 29, 2023
Orthopedics | Radiology CEL-Unet: a novel CNN architecture for 3D Segmentation of Knee Bones affected by Severe Osteoarthritis for PSI-Based Surgical Planning. October 21, 2022
Neurology | Radiology 3D Intracranial Aneurysm Classification and Segmentation Via Unsupervised Dual-Branch Learning. June 13, 2022
Neurology | Orthopedics | Radiology CMC-Net: 3D calf muscle compartment segmentation with sparse annotation. May 22, 2022