Genome-Enabled Prediction Methods Based on Machine Learning.
Sign Up to like & getrecommendations! Published in 2022 at "Methods in molecular biology"
DOI: 10.1007/978-1-0716-2205-6_7
Abstract: Growth of artificial intelligence and machine learning (ML) methodology has been explosive in recent years. In this class of procedures, computers get knowledge from sets of experiences and provide forecasts or classification. In genome-wide based… read more here.
Keywords: enabled prediction; prediction methods; machine; genome enabled ... See more keywords
Genomic Prediction Methods Accounting for Nonadditive Genetic Effects.
Sign Up to like & getrecommendations! Published in 2022 at "Methods in molecular biology"
DOI: 10.1007/978-1-0716-2205-6_8
Abstract: The use of genomic information for prediction of future phenotypes or breeding values for the candidates to selection has become a standard over the last decade. However, most procedures for genomic prediction only consider the… read more here.
Keywords: genomic prediction; prediction methods; nonadditive genetic; methods accounting ... See more keywords
Prediction methods for natural convection around hollow hybrid fin heat sinks
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Thermal Sciences"
DOI: 10.1016/j.ijthermalsci.2018.01.002
Abstract: Abstract This study investigates prediction methods for natural convection around hollow hybrid fin heat sinks (HHFHSs). The HHFHS is the staggered array of hollow pin fins concatenated with radially-placed plate fins. 3-D computational thermal models… read more here.
Keywords: natural convection; convection around; methods natural; hollow hybrid ... See more keywords
An overview of measurements, data compilations and prediction methods for the critical heat flux in water-cooled tubes
Sign Up to like & getrecommendations! Published in 2018 at "Nuclear Engineering and Design"
DOI: 10.1016/j.nucengdes.2018.02.031
Abstract: Abstract This paper describes the history and state of the art of measuring and predicting the Critical Heat Flux (CHF) in water-cooled tubes. Over the past 70 years, over 40,000 tube-CHF measurements have been obtained in… read more here.
Keywords: critical heat; prediction methods; water cooled; cooled tubes ... See more keywords
Validation strategies for target prediction methods
Sign Up to like & getrecommendations! Published in 2020 at "Briefings in Bioinformatics"
DOI: 10.1093/bib/bbz026
Abstract: Abstract Computational methods for target prediction, based on molecular similarity and network-based approaches, machine learning, docking and others, have evolved as valuable and powerful tools to aid the challenging task of mode of action identification… read more here.
Keywords: validation; validation strategies; target prediction; performance ... See more keywords
An automated benchmarking platform for MHC class II binding prediction methods
Sign Up to like & getrecommendations! Published in 2018 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btx820
Abstract: Motivation Computational methods for the prediction of peptide-MHC binding have become an integral and essential component for candidate selection in experimental T cell epitope discovery studies. The sheer amount of published prediction methods-and often discordant… read more here.
Keywords: class binding; binding prediction; mhc; prediction methods ... See more keywords
Deep Learning for 3D Human Motion Prediction: State-of-the-Art and Future Trends
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3163269
Abstract: Due to the success of deep learning in wide range of computer vision and computer graphics tasks, there is an increasing number of developed methods leveraging deep neural networks to solve human motion prediction. Recent… read more here.
Keywords: prediction methods; human motion; motion prediction; deep learning ... See more keywords
EVALUATING PREDICTION METHODS FOR GLOMERULAR FILTRATION TO OPTIMISE DRUG DOSES IN OBESE AND NON-OBESE PATIENTS.
Sign Up to like & getrecommendations! Published in 2021 at "British journal of clinical pharmacology"
DOI: 10.1111/bcp.15115
Abstract: The most suitable method for predicting the glomerular filtration rate (GFR) in obesity is currently debated. Therefore, multiple GFR/creatinine clearance prediction methods were applied to (morbidly) obese and non-obese patients ranging from moderate renal impairment… read more here.
Keywords: obese patients; creatinine clearance; glomerular filtration; clearance ... See more keywords
Evaluating network-based missing protein prediction using p-values, Bayes Factors, and probabilities
Sign Up to like & getrecommendations! Published in 2023 at "Journal of bioinformatics and computational biology"
DOI: 10.1142/s0219720023500051
Abstract: Some prediction methods use probability to rank their predictions, while some other prediction methods do not rank their predictions and instead use [Formula: see text]-values to support their predictions. This disparity renders direct cross-comparison of… read more here.
Keywords: evaluating network; prediction methods; prediction; missing protein ... See more keywords
Early Stroke Prediction Methods for Prevention of Strokes
Sign Up to like & getrecommendations! Published in 2022 at "Behavioural Neurology"
DOI: 10.1155/2022/7725597
Abstract: The emergence of the latest technologies gives rise to the usage of noninvasive techniques for assisting health-care systems. Amongst the four major cardiovascular diseases, stroke is one of the most dangerous and life-threatening disease, but… read more here.
Keywords: early stroke; stroke prediction; prediction methods; prediction ... See more keywords
Emerging prediction methods for early diagnosis of necrotizing enterocolitis
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Medicine"
DOI: 10.3389/fmed.2022.985219
Abstract: Necrotizing enterocolitis (NEC) is a life-threatening disease of the digestive system that occurs in the neonatal period. NEC is difficult to diagnose early and the prognosis is poor. Previous studies have reported that abnormalities can… read more here.
Keywords: diagnosis; prediction methods; emerging prediction; prediction ... See more keywords