Search Results - "model-based clustering algorithm"

A model-based clustering algorithm with covariates adjustment and its application to lung cancer stratification by Relvas, Carlos E M, Nakata, Asuka, Chen, Guoan, Beer, David G, Gotoh, Noriko, Fujita, Andre

“… Thus, we developed CEM-Co, a model-based clustering algorithm that removes/minimizes undesirable covariates' effects during the clustering process…”
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Stage I non-small cell lung cancer stratification by using a model-based clustering algorithm with covariates by Relvas, Carlos, Fujita, André

“… In this context, to stratify stage I NSCLC, we propose CEM-Co, a model-based clustering algorithm that removes/minimizes the effects of undesirable…”
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Comparison of clustering algorithms on generalized propensity score in observational studies: a simulation study by Tu, Chunhao, Jiao, Shuo, Koh, Woon Yuen

“… This study demonstrates how clustering algorithms can be used to group similar subjects based on transformed GPS…”
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Tailor: Targeting heavy tails in flow cytometry data with fast, interpretable mixture modeling by Ionita, Matei, Schretzenmair, Richard, Jones, Derek, Moore, Jonni, Wang, Li‐San, Rogers, Wade

“… To this end, we created Tailor, a model‐based clustering algorithm specialized for flow cytometry data…”
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Competitive SWIFT cluster templates enhance detection of aging changes by Rebhahn, Jonathan A., Roumanes, David R., Qi, Yilin, Khan, Atif, Thakar, Juilee, Rosenberg, Alex, Lee, F. Eun‐Hyung, Quataert, Sally A., Sharma, Gaurav, Mosmann, Tim R.

“… in subpopulations between subjects and groups. Here, we address this problem by augmenting SWIFT—a mixture model based clustering algorithm reported previously…”
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Clustering methodologies with applications to integrative analyses of post-mortem tissue studies in schizophrenia by Wu, Qiang

“… Basic neurobiological studies have focused on identifying possible abnormal neurobiological markers in subjects with schizophrenia…”
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