two-component gaussian mixture model (gmm) classifier Search Results


two-component gaussian mixture model (gmm) classifier  (MathWorks Inc)
90
MathWorks Inc two-component gaussian mixture model (gmm) classifier
Two Component Gaussian Mixture Model (Gmm) Classifier, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
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gmdistribution.fit in matlab  (MathWorks Inc)
90
MathWorks Inc gmdistribution.fit in matlab
Gmdistribution.Fit In Matlab, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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matlab fitgmdist function  (MathWorks Inc)
90
MathWorks Inc matlab fitgmdist function
Matlab Fitgmdist Function, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/matlab fitgmdist function/product/MathWorks Inc
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matlab fitgmdist function - by Bioz Stars, 2026-03
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fitgmdist function  (MathWorks Inc)
90
MathWorks Inc fitgmdist function
Fitgmdist Function, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/fitgmdist function/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
fitgmdist function - by Bioz Stars, 2026-03
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gaussian mixture distribution model  (MathWorks Inc)
90
MathWorks Inc gaussian mixture distribution model
Top left: the tSNR map in the spinal cord and the surround mask for a representative participant. Some slices around the disk level include low tSNR voxels in the spinal cord due to exacerbated susceptibility artifacts. Top right: the average tSNR values across all participants inside the spinal cord mask, the surround mask (containing mainly CSF), and the spinal cord tSNR-corrected mask. Bottom: the distribution of the tSNR values inside the spinal cord and surround mask for a representative participant, fitted using a <t>Gaussian</t> mixture distribution model using two components. The dashed line represents the tSNR threshold , defined as the Maximum a Posteriori (MAP) estimate of the optimal boundary between the two Gaussian distributions. tSNR: temporal Signal-Noise Ratio
Gaussian Mixture Distribution Model, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/gaussian mixture distribution model/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
gaussian mixture distribution model - by Bioz Stars, 2026-03
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i-softmax loss function  (SoftMax Inc)
90
SoftMax Inc i-softmax loss function
Top left: the tSNR map in the spinal cord and the surround mask for a representative participant. Some slices around the disk level include low tSNR voxels in the spinal cord due to exacerbated susceptibility artifacts. Top right: the average tSNR values across all participants inside the spinal cord mask, the surround mask (containing mainly CSF), and the spinal cord tSNR-corrected mask. Bottom: the distribution of the tSNR values inside the spinal cord and surround mask for a representative participant, fitted using a <t>Gaussian</t> mixture distribution model using two components. The dashed line represents the tSNR threshold , defined as the Maximum a Posteriori (MAP) estimate of the optimal boundary between the two Gaussian distributions. tSNR: temporal Signal-Noise Ratio
I Softmax Loss Function, supplied by SoftMax Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/i-softmax loss function/product/SoftMax Inc
Average 90 stars, based on 1 article reviews
i-softmax loss function - by Bioz Stars, 2026-03
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aβ 42 /aβ 40 ratios  (Meso Scale Diagnostics LLC)
90
Meso Scale Diagnostics LLC aβ 42 /aβ 40 ratios
Top left: the tSNR map in the spinal cord and the surround mask for a representative participant. Some slices around the disk level include low tSNR voxels in the spinal cord due to exacerbated susceptibility artifacts. Top right: the average tSNR values across all participants inside the spinal cord mask, the surround mask (containing mainly CSF), and the spinal cord tSNR-corrected mask. Bottom: the distribution of the tSNR values inside the spinal cord and surround mask for a representative participant, fitted using a <t>Gaussian</t> mixture distribution model using two components. The dashed line represents the tSNR threshold , defined as the Maximum a Posteriori (MAP) estimate of the optimal boundary between the two Gaussian distributions. tSNR: temporal Signal-Noise Ratio
Aβ 42 /Aβ 40 Ratios, supplied by Meso Scale Diagnostics LLC, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/aβ 42 /aβ 40 ratios/product/Meso Scale Diagnostics LLC
Average 90 stars, based on 1 article reviews
aβ 42 /aβ 40 ratios - by Bioz Stars, 2026-03
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matlab function 'cluster  (MathWorks Inc)
90
MathWorks Inc matlab function 'cluster
Top left: the tSNR map in the spinal cord and the surround mask for a representative participant. Some slices around the disk level include low tSNR voxels in the spinal cord due to exacerbated susceptibility artifacts. Top right: the average tSNR values across all participants inside the spinal cord mask, the surround mask (containing mainly CSF), and the spinal cord tSNR-corrected mask. Bottom: the distribution of the tSNR values inside the spinal cord and surround mask for a representative participant, fitted using a <t>Gaussian</t> mixture distribution model using two components. The dashed line represents the tSNR threshold , defined as the Maximum a Posteriori (MAP) estimate of the optimal boundary between the two Gaussian distributions. tSNR: temporal Signal-Noise Ratio
Matlab Function 'cluster, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/matlab function 'cluster/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
matlab function 'cluster - by Bioz Stars, 2026-03
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gaussian mixture model  (STATA Corporation)
90
STATA Corporation gaussian mixture model
Top left: the tSNR map in the spinal cord and the surround mask for a representative participant. Some slices around the disk level include low tSNR voxels in the spinal cord due to exacerbated susceptibility artifacts. Top right: the average tSNR values across all participants inside the spinal cord mask, the surround mask (containing mainly CSF), and the spinal cord tSNR-corrected mask. Bottom: the distribution of the tSNR values inside the spinal cord and surround mask for a representative participant, fitted using a <t>Gaussian</t> mixture distribution model using two components. The dashed line represents the tSNR threshold , defined as the Maximum a Posteriori (MAP) estimate of the optimal boundary between the two Gaussian distributions. tSNR: temporal Signal-Noise Ratio
Gaussian Mixture Model, supplied by STATA Corporation, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/gaussian mixture model/product/STATA Corporation
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gaussian mixture model - by Bioz Stars, 2026-03
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bimodality coefficient bc  (SAS institute)
90
SAS institute bimodality coefficient bc
Top left: the tSNR map in the spinal cord and the surround mask for a representative participant. Some slices around the disk level include low tSNR voxels in the spinal cord due to exacerbated susceptibility artifacts. Top right: the average tSNR values across all participants inside the spinal cord mask, the surround mask (containing mainly CSF), and the spinal cord tSNR-corrected mask. Bottom: the distribution of the tSNR values inside the spinal cord and surround mask for a representative participant, fitted using a <t>Gaussian</t> mixture distribution model using two components. The dashed line represents the tSNR threshold , defined as the Maximum a Posteriori (MAP) estimate of the optimal boundary between the two Gaussian distributions. tSNR: temporal Signal-Noise Ratio
Bimodality Coefficient Bc, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/bimodality coefficient bc/product/SAS institute
Average 90 stars, based on 1 article reviews
bimodality coefficient bc - by Bioz Stars, 2026-03
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matlab function 'pca  (MathWorks Inc)
90
MathWorks Inc matlab function 'pca
Top left: the tSNR map in the spinal cord and the surround mask for a representative participant. Some slices around the disk level include low tSNR voxels in the spinal cord due to exacerbated susceptibility artifacts. Top right: the average tSNR values across all participants inside the spinal cord mask, the surround mask (containing mainly CSF), and the spinal cord tSNR-corrected mask. Bottom: the distribution of the tSNR values inside the spinal cord and surround mask for a representative participant, fitted using a <t>Gaussian</t> mixture distribution model using two components. The dashed line represents the tSNR threshold , defined as the Maximum a Posteriori (MAP) estimate of the optimal boundary between the two Gaussian distributions. tSNR: temporal Signal-Noise Ratio
Matlab Function 'pca, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/matlab function 'pca/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
matlab function 'pca - by Bioz Stars, 2026-03
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gaussian mixture model fitgmdist  (MathWorks Inc)
90
MathWorks Inc gaussian mixture model fitgmdist
Top left: the tSNR map in the spinal cord and the surround mask for a representative participant. Some slices around the disk level include low tSNR voxels in the spinal cord due to exacerbated susceptibility artifacts. Top right: the average tSNR values across all participants inside the spinal cord mask, the surround mask (containing mainly CSF), and the spinal cord tSNR-corrected mask. Bottom: the distribution of the tSNR values inside the spinal cord and surround mask for a representative participant, fitted using a <t>Gaussian</t> mixture distribution model using two components. The dashed line represents the tSNR threshold , defined as the Maximum a Posteriori (MAP) estimate of the optimal boundary between the two Gaussian distributions. tSNR: temporal Signal-Noise Ratio
Gaussian Mixture Model Fitgmdist, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/gaussian mixture model fitgmdist/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
gaussian mixture model fitgmdist - by Bioz Stars, 2026-03
90/100 stars
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Image Search Results


Top left: the tSNR map in the spinal cord and the surround mask for a representative participant. Some slices around the disk level include low tSNR voxels in the spinal cord due to exacerbated susceptibility artifacts. Top right: the average tSNR values across all participants inside the spinal cord mask, the surround mask (containing mainly CSF), and the spinal cord tSNR-corrected mask. Bottom: the distribution of the tSNR values inside the spinal cord and surround mask for a representative participant, fitted using a Gaussian mixture distribution model using two components. The dashed line represents the tSNR threshold , defined as the Maximum a Posteriori (MAP) estimate of the optimal boundary between the two Gaussian distributions. tSNR: temporal Signal-Noise Ratio

Journal: Research Square

Article Title: FASB: an integrated processing pipeline for Functional Analysis of simultaneous Spinal cord-Brain fMRI

doi: 10.21203/rs.3.rs-3889284/v1

Figure Lengend Snippet: Top left: the tSNR map in the spinal cord and the surround mask for a representative participant. Some slices around the disk level include low tSNR voxels in the spinal cord due to exacerbated susceptibility artifacts. Top right: the average tSNR values across all participants inside the spinal cord mask, the surround mask (containing mainly CSF), and the spinal cord tSNR-corrected mask. Bottom: the distribution of the tSNR values inside the spinal cord and surround mask for a representative participant, fitted using a Gaussian mixture distribution model using two components. The dashed line represents the tSNR threshold , defined as the Maximum a Posteriori (MAP) estimate of the optimal boundary between the two Gaussian distributions. tSNR: temporal Signal-Noise Ratio

Article Snippet: A Gaussian mixture distribution model using two components was fitted to the tSNR histogram using MATLAB fitgmdist function.

Techniques: