Cardiology MCG-Net: End-to-end Fine-grained Delineation and Diagnostic Classification of Cardiac Events from Magnetocardiographs. November 15, 2021
Orthopedics | Radiology Spine-transformers: Vertebra labeling and segmentation in arbitrary field-of-view spine CTs via 3D transformers. October 20, 2021
Orthopedics | Radiology MRI-based 3D models of the hip joint enables radiation-free computer-assisted planning of periacetabular osteotomy for treatment of hip dysplasia using deep learning for automatic segmentation. December 28, 2020
Cardiology | Radiology Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. September 4, 2019
Medical Imaging | Radiology Holistic decomposition convolution for effective semantic segmentation of medical volume images. July 23, 2019
Nuclear Medicine | Radiology Novel adversarial semantic structure deep learning for MRI-guided attenuation correction in brain PET/MRI. July 2, 2019
Orthopedics | Radiology 3D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images. May 6, 2019
Orthopedics | Radiology Automatic MRI-based Three-dimensional Models of Hip Cartilage Provide Improved Morphologic and Biochemical Analysis. April 18, 2019
Orthopedics | Radiology Deep Learning-Based Automatic Segmentation of the Proximal Femur from MR Images. March 22, 2019
Orthopedics | Traumatology Computer-Aided Orthopaedic Surgery: State-of-the-Art and Future Perspectives. March 22, 2019