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Model-Based Interpretation of 3D Medical Images
- https://www.semanticscholar.org/paper/Model-Based-Interpretation-of-3D-Medical-Images-Hill-Thornham/d741141eab521b66b979848f33a93ecf38411b94
- We describe a model-based approach which allows robust and accurate interpretation using explicit anatomical knowledge. Our method is based on the extension to 3D of …
Model-Based Interpretation of 3D Medical Images
- https://www.researchgate.net/publication/2500899_Model-Based_Interpretation_of_3D_Medical_Images
- We describe amodel- based approach which allows robust and accurate interpretation using explicit anatomical knowledge. Our method is based on the …
3D Deep Learning on Medical Images: A Review - PubMed
- https://pubmed.ncbi.nlm.nih.gov/32906819/
- In recent years, three-dimensional (3D) CNNs have been employed for the analysis of medical images. In this paper, we trace the history of how the 3D CNN was …
Med3D: Transfer Learning for 3D Medical Image Analysis
- https://arxiv.org/abs/1904.00625
- To extract general medical three-dimension (3D) features, we design a heterogeneous 3D network called Med3D to co-train multi-domain 3DSeg-8 so as to …
Models Genesis: Generic Autodidactic Models for 3D …
- https://pubmed.ncbi.nlm.nih.gov/32766570/
- More importantly, learning a model from scratch simply in 3D may not necessarily yield performance better than transfer learning from ImageNet in 2D, but our Models Genesis …
[2004.00218] 3D Deep Learning on Medical Images: A …
- https://arxiv.org/abs/2004.00218
- We review the significant research in the field of 3D medical imaging analysis using 3D CNNs (and its variants) in different medical areas such as classification, …
Deep learning models in medical image analysis
- https://www.sciencedirect.com/science/article/pii/S1349007922000500
- The potential application for deep learning based medical image analysis is computer-aided diagnosis (CAD), which provides decision-making support to medical …
Deep Learning Models For Medical Image Analysis And …
- https://medium.com/the-research-nest/deep-learning-models-for-medical-image-analysis-and-processing-a4f8ba58e58f
- Medical Image Segmentation Medical Image Segmentation is the process of identifying organs or lesions from CT scans or MRI images and can deliver essential …
Efficient 3D Deep Learning Model for Medical Image …
- https://www.sciencedirect.com/science/article/pii/S1110016820305639
- Efficient 3D Deep Learning Model for Medical Image Semantic Segmentation. 1. Introduction. Nowadays, medical diagnostic scans, for example Computed …
MODEL-BASED INTERPRETATION OF 3D MEDICAL …
- https://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=GR/J13311/01
- Develop a fully automated method of generating 3D anatomical models from examples Build a 3D anatomical model of the brain based on a training set of Magnetic Resonance …
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