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(PDF) Sparse principal component analysis in medical …
- https://www.researchgate.net/publication/240767462_Sparse_principal_component_analysis_in_medical_shape_modeling_-_art_no_61444X
- Principal component analysis (PCA) is a widely used tool in medical image analysis for data reduction, model building, and data understanding and exploration.
Sparse Principal Component Analysis in Medical Shape …
- http://www2.imm.dtu.dk/pubdb/edoc/imm4042.pdf
- Principal component analysis (PCA) is a widely used tool in medical image analysis for data reduction, model building, and data understanding and exploration. While PCA is a …
Sparse principal component analysis in medical shape …
- https://www.spie.org/Publications/Proceedings/Paper/10.1117/12.651658
- This article introduces SPCA for shape analysis in medicine. Results for three different data sets are given in relation to standard PCA and sparse PCA by simple thresholding of …
Sparse principal component analysis in medical shape …
- https://www.semanticscholar.org/paper/Sparse-principal-component-analysis-in-medical-Sj%C3%B6strand-Stegmann/82ce174601818fe1e17a9f9fb99c62ed87caaf27
- A method that orders modes by decreasing variance and maximizes the sum of variances for all modes is presented and investigated in detail and proposed to establish sensible …
Sparse Principal Component Analysis in Medical Shape Modeling
- http://www2.imm.dtu.dk/pubdb/pubs/4042-full.html
- Principal component analysis (PCA) is a widely used tool in medical image analysis for data reduction, model building, and data understanding and exploration. While PCA is a …
Sparse principal component analysis in medical shape …
- https://ui.adsabs.harvard.edu/abs/2006SPIE.6144.1579S/abstract
- One of the aims of using SPCA is the possible separation of the results into isolated and easily identifiable effects. This article introduces SPCA for shape analysis in medicine. …
Sparse Shape Composition: A New Framework for …
- https://ranger.uta.edu/~huang/papers/CVPR11_SparseShape.pdf
- In this paper, we propose a novel Sparse Shape Compo-sition model (SSC), to address the above-mentioned chal-lenges in a unified framework. Instead of explicitly learn-ing …
Sparse Principal Component Analysis in Medical Shape Modeling
- https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.83.5448
- sparse principal component analysis medical shape modeling sparse pca original variable linear combination new variable spca algorithm medical image analysis holistic approach …
Multilevel principal component analysis (mPCA) in shape …
- https://pubmed.ncbi.nlm.nih.gov/26830379/
- We wish to test the feasibility of multilevel principal components analysis (PCA) to build active shape models (ASMs) for cases relevant to medical and dental imaging. …
Sparse principal component analysis in cancer research
- https://tcr.amegroups.com/article/view/2646/html
- Sparse principal component analysis (PCA) is a powerful statistical tool that could help reduce data dimension and select important variables simultaneously. In this paper, we …
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