Souza, Roberto

1. MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
   2023/08/30 by Li, Jianning, Zhou, Zongwei, Yang, Jiancheng +154 · 11 citations
   #68T01 #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic\n Resonance Image Reconstruction
   2018/10/29 by Roberto Martins de Souza, Richard Frayne, Souza, Roberto +1 · 1 citation
   Engineering · Medicine · #Advanced MRI Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Photoacoustic and Ultrasonic Imaging #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
3. Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image\n Reconstruction
   2019/11/04 by Roberto Martins de Souza, Mariana Bento, Souza, Roberto +9 · 1 citation
   Computer Science · Medicine · #Advanced MRI Techniques and Applications #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Medical Physics (physics.med-ph) #electronic engineering #information engineering
4. Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage
   2023/09/18 by Kakavand, Reza, Palizi, Mehrdad, Tahghighi, Peyman +6 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)