Subgroup identification in dose-finding trials via model-based recursive partitioning.
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DOI: 10.1002/sim.7594
Abstract: An important task in early-phase drug development is to identify patients, which respond better or worse to an experimental treatment. While a variety of different subgroup identification methods have been developed for the situation of… read more here.
Keywords: model based; dose finding; recursive partitioning; subgroup identification ... See more keywords
Detecting associations between intact connectomes and clinical covariates using recursive partitioning object-oriented data analysis.
Sign Up to like & getrecommendations! Published in 2019 at "Statistics in medicine"
DOI: 10.1002/sim.8374
Abstract: Many neuroscientists are interested in how connectomes (graphical representations of functional connectivity between areas of the brain) change in relation to covariates. In statistics, changes like this are analyzed using regression, where the outcomes or… read more here.
Keywords: object oriented; recursive partitioning; oriented data; data analysis ... See more keywords
Predictive factors for survival outcomes of oligometastatic prostate cancer patients treated with metastases-directed therapy: a recursive partitioning-based analysis
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Cancer Research and Clinical Oncology"
DOI: 10.1007/s00432-019-03007-w
Abstract: The aim of the present study was to provide predictive factors for survival outcomes of oligometastatic prostate cancer (PC) patients treated with stereotactic body radiation therapy (SBRT) as a metastases-directed therapy (MDT). In this cohort… read more here.
Keywords: risk; therapy; class; analysis ... See more keywords
Recursive partitioning to prioritize morphometric traits that separate Aspen specialist Chaitophorus aphid by species and stage
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Tropical Insect Science"
DOI: 10.1007/s42690-021-00620-6
Abstract: Arthropod herbivore assemblages are used to gain insight into questions about evolution, ecology, diversity, and conservation. However, determination at the species level of small arthropods may be challenging risking underestimating diversity. Here we suggest morphometric… read more here.
Keywords: recursive partitioning; prioritize morphometric; morphometric traits; partitioning prioritize ... See more keywords
A Prognostic Index for Predicting Survival of Patients Undergoing Radiation Therapy for Spine Metastasis Using Recursive Partitioning Analysis.
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DOI: 10.1089/jpm.2020.0715
Abstract: Background: Physicians' estimate of life expectancy in patients with spine metastasis frequently impacts treatment decisions regarding surgery, radiation techniques, dose, and fractionation. Objective: We aimed to identify predictors of survival and generate a stratification schema… read more here.
Keywords: analysis; recursive partitioning; spine metastasis; partitioning analysis ... See more keywords
Coarse-Grained Parallel Routing With Recursive Partitioning for FPGAs
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DOI: 10.1109/tpds.2020.3035787
Abstract: Routing is a very time-consuming stage in the FPGA design flow, significantly hindering the productivity. This article proposes CPRS, a coarse-grained parallel routing scheme in a distributed computing environment. First, we partition entire routing region… read more here.
Keywords: grained parallel; parallel routing; coarse grained; recursive partitioning ... See more keywords
Heterogeneity and Spatial Dependence of Regional Growth in the EU: A Recursive Partitioning Approach
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DOI: 10.1111/geer.12146
Abstract: Abstract We use model-based recursive partitioning to assess heterogeneity of growth and convergence processes based on economic growth regressions for 255 European Union NUTS2 regions from 1995 to 2005. Spatial dependencies are taken into account… read more here.
Keywords: growth; capital; recursive partitioning; heterogeneity ... See more keywords