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Statistical models in medical image analysis
- https://dspace.mit.edu/handle/1721.1/31087
- The registration of a novel set of images is performed by maximizing the log likelihood of the transformation, given the joint intensity model. Results aligning SPGR and dual-echo magnetic resonance scans demonstrate sub-voxel accuracy and large region of …
Deep Implicit Statistical Shape Models for 3D Medical …
- https://arxiv.org/abs/2104.02847
- More critically, cross-dataset experiments on a dataset directly reflecting clinical deployment scenarios demonstrate that DISSMs improve the mean DSC and HD …
MEDIA | Medical Image Analysis | Journal - ScienceDirect
- https://www.sciencedirect.com/journal/medical-image-analysis
- Medical Image Analysis provides a forum for the dissemination of new research results in the field of medical and biological image analysis, with special emphasis on …
Statistical models of appearance for medical image …
- https://personalpages.manchester.ac.uk/staff/timothy.f.cootes/Papers/asm_aam_overview.pdf
- the approach in medical image interpretation, discuss the strengths and weaknesses of the approach, and draw conclusions. 2. BACKGROUND The inter- and intra-personal …
Statistical shape models for 3D medical image
- https://www.sciencedirect.com/science/article/abs/pii/S1361841509000425
- Statistical shape models (SSMs) have by now been firmly established as a robust tool for segmentation of medical images. While 2D models have been in use …
Statistical models in medical image analysis | Semantic …
- https://www.semanticscholar.org/paper/Statistical-models-in-medical-image-analysis-Leventon/2a4dae44ec2d3bc27c21350b905732876912eccc
- The registration of a novel set of images is performed by maximizing the log likelihood of the transformation, given the joint intensity model. Results aligning SPQR and dual-echo …
Medical Image Analysis - Massachusetts Institute of …
- https://people.csail.mit.edu/polina/papers/Zhang-MedIA-2016.pdf
- based on large collections of medical images. 2. Shape representation Shape representations commonly used in medical image anal- ysis include landmarks, implicit …
Statistical shape models for 3D medical image …
- https://pubmed.ncbi.nlm.nih.gov/19525140/
- Statistical shape models (SSMs) have by now been firmly established as a robust tool for segmentation of medical images. While 2D models have been in use since the …
Statistical models of appearance for medical image …
- https://www.semanticscholar.org/paper/Statistical-models-of-appearance-for-medical-image-Cootes-Taylor/79773172722241baacbb2071240fd28775e7c65f
- Statistical models of shape and appearance are powerful tools for interpreting medical images. We assume a training set of images in which …
Statistical Methods for Quantitative Imaging …
- https://www.nist.gov/programs-projects/statistical-methods-quantitative-imaging
- Statistical analyses and experimental designs of quantitative image analysis experiments are important to understand the measurement variance components …
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