Optimizing differential identifiability improves connectome predictive modeling of cognitive deficits from functional connectivity in Alzheimer's disease
Sign Up to like & getrecommendations! Published in 2021 at "Human Brain Mapping"
DOI: 10.1002/hbm.25448
Abstract: Functional connectivity, as estimated using resting state functional MRI, has shown potential in bridging the gap between pathophysiology and cognition. However, clinical use of functional connectivity biomarkers is impeded by unreliable estimates of individual functional… read more here.
Keywords: cognitive outcomes; predictive modeling; connectivity; functional connectomes ... See more keywords
Predictive Modeling of Neurotoxic α-Synuclein Polymorphs.
Sign Up to like & getrecommendations! Published in 2022 at "Methods in molecular biology"
DOI: 10.1007/978-1-0716-1546-1_17
Abstract: Assembly of monomeric α-synuclein (αS) into aggregation-resistant helically folded tetramers and related multimers is a key target for Parkinson's disease (PD). Protein dynamics hampers experimental characterization of the polymorphism of these structures and so computational… read more here.
Keywords: synuclein; modeling neurotoxic; synuclein polymorphs; neurotoxic synuclein ... See more keywords
Self-organizing network for variable clustering
Sign Up to like & getrecommendations! Published in 2018 at "Annals of Operations Research"
DOI: 10.1007/s10479-017-2442-2
Abstract: Advanced sensing and internet of things bring the big data, which provides an unprecedented opportunity for data-driven knowledge discovery. However, it is common that a large number of variables (or predictors, features) are involved in… read more here.
Keywords: predictive modeling; network; organizing network; variable clustering ... See more keywords
Mapping benthic biodiversity using georeferenced environmental data and predictive modeling
Sign Up to like & getrecommendations! Published in 2017 at "Marine Biodiversity"
DOI: 10.1007/s12526-017-0765-5
Abstract: Biodiversity is critical for maintaining and stabilizing ecosystem processes. There is a need for high-resolution biodiversity maps that cover large sea areas in order to address ecological questions related to biodiversity-ecosystem functioning relationships and to… read more here.
Keywords: predictive modeling; georeferenced environmental; modeling; environmental data ... See more keywords
Predictive modeling of Pseudomonas fluorescens growth under different temperature and pH values
Sign Up to like & getrecommendations! Published in 2017 at "Brazilian Journal of Microbiology"
DOI: 10.1016/j.bjm.2016.12.006
Abstract: Meat is one of the most perishable foods owing to its nutrient availability, high water activity, and pH around 5.6. These properties are highly conducive for microbial growth. Fresh meat, when exposed to oxygen, is… read more here.
Keywords: predictive modeling; temperature; modeling pseudomonas; pseudomonas fluorescens ... See more keywords
Predictive modeling of microstructure evolution within multi-phase steels during rolling processes
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Mechanical Sciences"
DOI: 10.1016/j.ijmecsci.2018.10.061
Abstract: Abstract Recently, severe plastic deformation induced microstructure evolution has been studied through extensive experimental investigations for various materials with multiple phases during rolling processes. In this study, a dislocation density-based numerical approach is combined with… read more here.
Keywords: microstructure evolution; phase; predictive modeling; rolling processes ... See more keywords
Predictive modeling in e-mental health: A common language framework
Sign Up to like & getrecommendations! Published in 2018 at "Internet Interventions"
DOI: 10.1016/j.invent.2018.03.002
Abstract: Recent developments in mobile technology, sensor devices, and artificial intelligence have created new opportunities for mental health care research. Enabled by large datasets collected in e-mental health research and practice, clinical researchers and members of… read more here.
Keywords: predictive modeling; research; framework; treatment ... See more keywords
Predictive modeling of land-use opportunities in the Early Medieval Period: A case study from Lauchheim, southern Germany
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Archaeological Science: Reports"
DOI: 10.1016/j.jasrep.2018.05.020
Abstract: Abstract Modeling of environmental factors in archaeological research leads to a better understanding of human interaction with landscapes. The strict selection of suitable settlement spots is controlled by various influencing parameters like landscape permeability, soil… read more here.
Keywords: predictive modeling; early medieval; southern germany; land use ... See more keywords
Systematic review and evaluation of predictive modeling algorithms in spinal surgeries
Sign Up to like & getrecommendations! Published in 2021 at "Journal of the Neurological Sciences"
DOI: 10.1016/j.jns.2020.117184
Abstract: In order to better educate patients, predictive models have been implemented to stratify surgical risk, thereby instituting greater uniformity across surgical practices and prioritizing the safety and outcomes of patients. The purpose of this study… read more here.
Keywords: predictive modeling; spinal surgeries; systematic review; model ... See more keywords
A comparison between predictive modelling approaches for spirally reinforced composite catheter tubing using Classical Statistical DOE and a Custom DOE Design
Sign Up to like & getrecommendations! Published in 2020 at "Procedia Manufacturing"
DOI: 10.1016/j.promfg.2020.10.136
Abstract: Abstract The Medical Device industry lags other industries such as automotive and aerospace in terms of the use of predictive modeling as a design tool. This has started to change with growing experience being established… read more here.
Keywords: predictive modeling; design; doe; custom doe ... See more keywords
Prospects for predictive modeling of transition cow diseases
Sign Up to like & getrecommendations! Published in 2019 at "Animal Health Research Reviews"
DOI: 10.1017/s1466252319000112
Abstract: Abstract Transition cow diseases can negatively impact animal welfare and reduce dairy herd profitability. Transition cow disease incidence has remained relatively stable over time despite monitoring and management efforts aimed to reduce the risk of… read more here.
Keywords: prospects predictive; predictive modeling; cow diseases; transition ... See more keywords