• Here, an automatic procedure requiring only sequence information and crystallo-graphic data is presented that uses AlphaFold predictions to produce an electron-density map and a structural model. (iucr.org)
  • It is concluded that AlphaFold predictions obtained based on sequence information alone are usually accurate enough to solve the crystallographic phase problem with molecular replacement, and a general strategy for macromolecular structure determination that includes AI-based prediction both as a starting point and as a method of model optimization is suggested. (iucr.org)
  • DeepMind and EMBL's European Bioinformatics Institute (EMBL-EBI) have partnered, initially for a 2-year period, to make hundreds of thousands (and eventually many millions) of AlphaFold structure predictions freely available to the community through a new data resource, AlphaFold DataBase (AlphaFold DB). (embl.org)
  • This means that for every known sequence in the UniProt data resource there will be either an experimentally determined structure (in the Protein Data Bank, PDB), or a predicted structure in AlphaFold DB, or the structure can be readily modeled using traditional structure-prediction techniques based on models for similar sequences in PDB or AlphaFold DB. (embl.org)
  • In November 2020, more than 60 years after the first protein structures were determined experimentally, AlphaFold was recognised as the best-performing method for predicting 3D protein structure by the assessors of the 14th round of the biennial CASP experiment. (embl.org)
  • The best-predicted 95% of residues in AlphaFold models had a median alpha carbon RMSD of 0.96 Å to the experimental models, compared to 2.83 Å for the next-best method. (embl.org)
  • Thus, the AlphaFold predictions were consistently very similar to the experimentally determined structures of the proteins included in this round of CASP. (embl.org)
  • AlphaFold builds on this huge body of experimental information and generates its predictions by analysing the relationship between these known protein structures and huge amounts of protein-sequence data. (embl.org)
  • As a result, AlphaFold is able to produce accurate structure predictions even for amino-acid sequences that it has never encountered before. (embl.org)
  • This situation changed dramatically by the development of AI structure prediction methods such as AlphaFold. (lu.se)
  • Since protein structure is more conserved over evolutionary timescales than its amino acid sequence, reliable structure prediction by AlphaFold has revolutionised our ability to predict protein function. (lu.se)
  • Jack Mostow Early Prediction of Children's Task Completion in a Tablet Tutor using Visual Features (Student Abstract) Proceedings of the AAAI Conference on Artificial Intelligence, 35 (2021) 15761-15762. (aaai.org)
  • It is recently shown that using the abstract shapes, which retain adjacency and nesting of structural features but disregard the length details of helix and loop regions, can improve the performance of structure prediction. (biomedcentral.com)
  • In this work, we use SVM-based feature selection to derive the consensus abstract shape of homologous ncRNAs and apply the predicted shape to structure prediction including pseudoknots. (biomedcentral.com)
  • ABSTRACT It is important to establish lung function reference values for each population. (who.int)
  • In particular, identifying the pseudoknot, an important structural motif in many types of ncRNAs, poses a great challenge for existing methods. (biomedcentral.com)
  • Structural and mechanistic understanding of protein function has lagged behind due to the challenging and lowthroughput nature of structural and biochemical approaches. (lu.se)
  • 3.A small number of time series are useful proxies for and can usefully and economically represent the trends in and the drivers of a large proportion of the past global climate variabilty and point the way to the likely future.It is not necessary to know the precise mechanisms and time series interactions which produce these time series observations in order to use them for successful prediction. (wattsupwiththat.com)
  • When the quality function equally weights (1) the benefit of a successful prediction, (2) the cost of maintaining alerts, and (3) the cost of false alarms, we find that Q is optimized in algorithms based on the most conventional precursors when alarms occupy 10-20% of the mean recurrence interval and approximately 90% of the events are successfully predicted. (scec.org)
  • Gene function in mammals can be quickly and reliably predicted using a high-throughput analysis of patterns of RNA expression, according to an article published in Journal of Biology. (sciencedaily.com)
  • This new, quick, high-throughput method for predicting mammalian gene function merely from the pattern of RNA expression could make tissue specificity based predictions a thing of the past and revolutionize the field of functional genomics. (sciencedaily.com)
  • LU-Fold specialises in high-throughput prediction of protein complexes to predict novel protein-protein interactions. (lu.se)
  • Finally we propose an improved MCTS algorithm to overcome prediction distortion. (scirp.org)
  • The measured data were used to evaluate the diffraction loss prediction and train the neural network using training algorithm. (hindawi.com)
  • The simulated results show that the proposed prediction algorithm has a satisfactory prediction effect and meets the requirements of short-term power load forecasting. (hindawi.com)
  • As a great challenge in bioinformatics, enzyme function prediction is a significant step toward designing novel enzymes and diagnosing enzyme-related diseases. (frontiersin.org)
  • The statistical analysis also quantifies the relative importance of different neuroimaging measures and brain regions in discriminating between these diseases and suggests that for prediction there is little benefit in acquiring multiple neuroimaging sequences. (projecteuclid.org)
  • We pioneer new methods for the prediction, prevention, diagnostics and treatment of diseases. (chalmers.se)
  • Diamond et al found that resting wall motion abnormalities in patients with coronary artery diseases (CADs) improve after administration of an inotropic agent (dobutamine or epinephrine) or after coronary revascularization in some vascular territories with depressed contractile function, and that such territories eventually improve after revascularization. (medscape.com)
  • Here I make the same assumption that the current temperature peak is an approximate repeat of the +/- 1000 AD solar cycle related temperature peak (Fig1 ) .The simplest assumption for trends following the peak is that the downslope to about 2650 AD may well look like the downslope from 1000 to1650.Naturally predictions beyond the 30 years which coincides with a PDO declining temperature trend would be increasingly more speculative. (wattsupwiththat.com)
  • Predictions from the iterative template-guided prediction procedure were more accurate than those obtained without templates. (iucr.org)
  • The cost function is minimized by using an iterative scheme, where at each step mean field theory methods at finite `temperatures' are used for determining fuzzy assignment variables followed by exact translation and rotation of atomic coordinates weighted by their corresponding fuzzy assignment variables. (lu.se)
  • The aim of the Task Force was to derive continuous prediction equations and their lower limits of normal for spirometric indices, which are applicable globally. (ersjournals.com)
  • Lung function data were collated and prediction equations derived using the LMS method, which allows simultaneous modelling of the mean (mu), the coefficient of variation (sigma) and skewness (lambda) of a distribution family. (ersjournals.com)
  • Spirometric prediction equations for the 3-95-age range are now available that include appropriate age-dependent lower limits of normal. (ersjournals.com)
  • Also many prediction equations are based on small numbers of subjects, using data collected decades ago so that changes in spirometric methodology and secular trends ( i.e . a trend in pulmonary function in successive birth cohorts) may affect the applicability to present day measurements. (ersjournals.com)
  • Few equations take into account the changing relationship between lung function and height during the adolescent growth spurt [ 3 - 6 ]. (ersjournals.com)
  • An overview of the main statistical assumptions and equations for each method component is displayed in the Technical Appendix Figure. (cdc.gov)
  • Overview of the main mathematical equations or functions used for each component. (cdc.gov)
  • This study aimed to determine the spirometric reference values for healthy Saudi Arabian children and adolescents and to derive prediction equations for these. (who.int)
  • For this purpose, we developed and validated an annotation method (called pairwise comparative modelling) on the basis of a three-dimensional structure (homology comparative modelling), leading to the prediction of 6,095 ARDs in a catalogue of 3.9 million proteins from the human intestinal microbiota. (nature.com)
  • The initial release of the resource provides structure predictions for most of the proteins in the human proteome as well as for the proteomes of 20 other species of significant biological or medical interest. (embl.org)
  • Unraveling functional and ancestral relationships between proteins as well as structure-prediction procedures require powerful protein-alignment methods. (lu.se)
  • The approach performs very well when compared to other methods, requires modest central processing unit consumption, and is robust with respect to choice of iteration parameters for a wide range of proteins. (lu.se)
  • Many types of ncRNAs perform their functions through both their sequences and secondary structures, which are defined by the interacting base pairs. (biomedcentral.com)
  • Accurate secondary structure prediction provides important information to undefirstafinding the tertiary structures and thus the functions of ncRNAs. (biomedcentral.com)
  • As knowing the secondary structure provides important information to undefirstafinding the tertiary structures and thus the functions of ncRNAs, deriving the secondary structures of ncRNAs remains an important research topic in RNA informatics. (biomedcentral.com)
  • With advances in sequencing technologies and structure prediction, more pseudoknot structures are expected to be disclosed. (biomedcentral.com)
  • To reliably derive the entities within this corpus, we employ a combination of Named Entity Recognition (NER) as well as an unsupervised method of interpretation using dependency parsing and POS tagging, followed by a further cleaning of the dataset. (google.com)
  • We present results for long-term and intermediate-term prediction algorithms applied to a simple mechanical model of a fault. (scec.org)
  • The contribution of vertebral X-rays to risk-based algorithms for fracture prediction. (lu.se)
  • Measurements were performed in mountainous areas to compare the prediction accuracy of propagation loss. (hindawi.com)
  • Propagation loss prediction is one of the main problems in planning of radio communication links. (hindawi.com)
  • However, accurate prediction of the diffraction losses is still challenging for realistic propagation environments such as mountainous regions [ 3 ]. (hindawi.com)
  • The method is based on the long-term HF propagation prediction methods of CRPL and USARPA, and on estimates of the channel-scattering function. (dtic.mil)
  • This function provides a basis for determining the time-and frequency-selective fading effects caused by variations in the propagation medium. (dtic.mil)
  • This is one among a handful propagation prediction programs using a down-sized set of the IRI model. (astrosurf.com)
  • At last, a routine called LOPROP checks out areas of the globe that are open to long distance multihop top band propagation, as a function of time. (astrosurf.com)
  • The validation will enable the fine-tuning of the prediction model, the selection of a gene list for cust om DNA chips and stem-cell investigations. (europa.eu)
  • Our major aim is to estab lish the prediction model for various cancer types. (europa.eu)
  • Advanced Markov chain Monte Carlo methods are employed to perform posterior inference over the model. (projecteuclid.org)
  • Iterating through cycles of structure prediction is a key element of this procedure: a predicted model rebuilt in one cycle is used as a template for prediction in the next cycle. (iucr.org)
  • In order to improve the prediction accuracy, this paper proposes a short-term power load forecasting method based on the improved exponential smoothing grey model. (hindawi.com)
  • The improved prediction model firstly carries out the smoothing processing of the original power load data using the first exponential smoothing method. (hindawi.com)
  • Secondly, the grey prediction model with an optimized background value is established using the smoothed sequence which agrees with the exponential trend. (hindawi.com)
  • The first exponential smoothing model uses the 0.618 method to search for the optimal smooth coefficient. (hindawi.com)
  • The prediction model can take the effects of the influencing factors on the power load into consideration. (hindawi.com)
  • This research not only further improves the accuracy and reliability of short-term power load forecasting but also extends the application scope of the grey prediction model and shortens the search interval. (hindawi.com)
  • Compared with other prediction methods, the grey prediction model has the characteristics of less data, high prediction precision, and no prior information. (hindawi.com)
  • China's power load has both the certainty increased year by year and the uncertainty affected by external factors, which agrees with the characteristics of "small sample, poor information" of the grey system, so it is rational to use the grey model for modeling prediction [ 22 - 24 ]. (hindawi.com)
  • This leads to develop a reduced combustion model, which combined with the simulation software, will offer a real-time running prediction tool. (sae.org)
  • We present a deep learning method to make such predictions based on a Long Short Term Memory (LSTM) model that uses a target replication loss function. (aaai.org)
  • We no longer need to rely on lamW package in R. * New method, implant() for implanting scale model into location one. (r-project.org)
  • function in R can be used to fit a logarithmic regression model. (r-bloggers.com)
  • Neither the slip-predictable nor time-predictable method works well on our model. (scec.org)
  • The experimental results (WMT14 En ↔ De and WMT16 En ↔ Ro) demonstrate that our model uses dramatically less training computations than the typical CMTM, as well as outperforms several state-of-the-art non-autoregressive models by over 1 BLEU. (google.com)
  • The annual cycle c ( t ) is model ed as a cyclic cubic spline function 2 of time with a period of 52 weeks (i.e. c ( t )= c ( t + 52)), where a spline is a piecewise polynomial. (who.int)
  • It is model ed as a (non-cyclic) cubic spline function - specifical y, as a piecewise cubic polynomial that has a continuous second derivative, is continuous and best fits the recorded ACM while being smooth. (who.int)
  • In a function fitting problem, the task is to model a real-valued target function f from a number of (noisy) examples. (lu.se)
  • In yeast and other simple organisms, the expression of genes with similar functions tends to be coordinately regulated. (sciencedaily.com)
  • Protein structure prediction is the inference of the three-dimensional structure of a protein from its amino acid sequence-that is, the prediction of its secondary and tertiary structure from primary structure. (wikipedia.org)
  • Improving the prediction of protein secondary structure in three and eight classes using recurrent neural networks and profiles. (rostlab.org)
  • Secondary structure predictions are increasingly becoming the workhorse for several methods aiming at predicting protein structure and function. (rostlab.org)
  • However, the number of multi-functional enzymes is growing rapidly, which requires novel computational methods to be developed. (frontiersin.org)
  • Many computational methods have been used to determine the native structure of ncRNAs. (biomedcentral.com)
  • In this project you will develop computational methods for assembling fragmented (noisy) optical DNA maps into full chromosomal maps for bacteria. (lu.se)
  • One is the classical prediction method of statistical class, such as regression analysis, time series method, and grey prediction method. (hindawi.com)
  • This appendix provides technical details on the statistical methods used to estimate excess mortality during the coronavirus disease (COVID-19) pandemic using data on al -cause mortality (ACM). (who.int)
  • To improve the prediction accuracy of diffraction loss, the proposed method uses ignored edges in the Bullington method to calculate additive diffraction losses. (hindawi.com)
  • many used for example very few functions to calculate the F-layer properties or approximate models of critical plasma frequencies. (astrosurf.com)
  • We will also discuss how to calculate prediction intervals and plot them along with the regression line. (r-bloggers.com)
  • Finally, calculate prediction intervals and plot them along with the regression line to visualize the relationship between the variables and the uncertainty in the predictions. (r-bloggers.com)
  • The method of images is used to calculate the heat loss from a hot water pipe buried at a given depth below the surface of a homogeneous soil with a constant soil surface temperature. (who.int)
  • 2011) The proteome folding project: Proteome-scale prediction of structure and function. (yeastrc.org)
  • A new correlation for the prediction of the engine heat losses is proposed. (sae.org)
  • Mathematical models are developed for the prediction of heat losses from subsurface pipes carrying hot water. (who.int)
  • Their results showed that genes from the same Gene Ontology 'Biological Process' (GO-BP) category - which indicates the physiological function of their encoded protein, such as 'response to temperature' or 'amino acid metabolism' - are transcriptionally co-regulated, independent of the tissue in which they are expressed. (sciencedaily.com)
  • A number of predictions resulting from the SVM analysis were confirmed by results that are already in the literature, and in the case of one gene of unknown function, P1W1, by directed experimentation. (sciencedaily.com)
  • Section 4 investigates the problem of sudden death/win, presents two propositions on the capability of detecting sudden death/win with a minimax search and MCTS, and examines the problem of prediction distortion in the context of MCTS playing Gomoku with detailed simulation results. (scirp.org)
  • For cases in which a principal investigator participated in multiple teams, the results of only the best-scoring method are presented. (biomedcentral.com)
  • If most still displayed their results in tabular forms, some timid attempts were made to take advantage of the first graphic EGA cards to display directly their prediction in line charts or on a colored world map. (astrosurf.com)
  • We describe the results of three different test sets on which SSpro achieved a sustained performance of about 78% correct prediction. (rostlab.org)
  • The experimental results show that we can achieve 18% higher accuracy in shape prediction than the state-of-the-art consensus shape prediction tools. (biomedcentral.com)
  • When ischemia is severe and prolonged, it causes myocyte death and results in loss of contractile function and tissue infarction. (medscape.com)
  • Predictions of coupled-bunch mode behavior are then benchmarked against results from the macroparticle tracking code mbtrack with good agreement. (lu.se)
  • This paper proposes a neural network approach to improve the Bullington method by using parameters obtained from ignored obstacles in mountainous areas. (hindawi.com)
  • Prediction intervals provide a range of values within which we expect the true value of the dependent variable to fall for a given value of the independent variable. (r-bloggers.com)
  • Plotting the predictions and intervals along with the regression line can help visualize the relationship between the variables and the uncertainty in the predictions. (r-bloggers.com)
  • These methods are found to be significantly more effective at predicting coming large events than methods based on recurrence intervals. (scec.org)
  • We examined the extent to which [transcriptional co-expression] is effective for our data, and we show that it yields almost universally superior predictions of gene function in comparison to using information regarding simple tissue specificity or tissue restriction" say the authors. (sciencedaily.com)
  • Over 160,000 data points from 72 centres in 33 countries were shared with the European Respiratory Society Global Lung Function Initiative. (ersjournals.com)
  • M. Filippone, A. F. Marquand, C. R. V. Blain, S. C. R. Williams, J. Mourão-Miranda, M. Girolami "Probabilistic prediction of neurological disorders with a statistical assessment of neuroimaging data modalities," The Annals of Applied Statistics, Ann. (projecteuclid.org)
  • They focus on the future, aggregate diverse information pools that can be applied to multiple decision-making domains, create streams of actionable data suitable for executive decision-making , and can often cut through corporate politics and pressures at lower cost than traditional forecasting methods. (midasoracle.org)
  • In particular, when the data fluctuates, its prediction error is too large to meet the requirements of the actual power load forecasting. (hindawi.com)
  • greybox v1.0.7 (Release data: 2022-12-22) ============== Changes: * xtable() methods for greybox class to produce LaTeX tables from greybox outputs. (r-project.org)
  • The combination of mass data analysis and SVM-based feature selection makes our approach a promising method for shape and structure prediction. (biomedcentral.com)
  • Methods: Data was analysed from 5,561 men and women aged 50+ years participating in the European Prospective Osteoporosis Study (EPOS). (lu.se)
  • Early detection of increased influenza activity and prediction of peak intensity were thus based on streams of the gold standard data, whereas prediction of peak timing was based on syndromic data. (cdc.gov)
  • 1 .The IPCC climate models on which the entire CO2 phobia depends ignore basic common sense and show poor scientific judgement and so were, and are, so badly structured as to be inherently useless for temperature prediction. (wattsupwiththat.com)
  • The heat loss is described as a function of the difference between the temperature of the water and the temperature of the soil surface. (who.int)
  • The method is extended to describe the heat loss and the longitudinal temperature distribution for a system of equally spaced, parallel, subsurface pipes with water flowing in the same direction in neighboring pipes. (who.int)
  • The associated melting curve (fraction of "melted" DNA base pairs as a function of temperature) is sensitive to DNA sequence, with local melting temperatures that range from 60 to 110 °C. The sensitivity of DNA melting to DNA sequence can be used in DNA fingerprinting. (lu.se)
  • By performing optical measurements, the fraction of melting base pairs as a function of temperature can be extracted. (lu.se)
  • As a biochemist you study the way living organisms - from viruses and bacteria to mammals, plants and other higher organisms - function at the molecular level. (kent.ac.uk)
  • We develop and apply advanced experimental and computational technologies to discover how biomolecules, living cells and organisms function and interact. (chalmers.se)
  • 1999. Henry's law constants for a diverse set of organic chemicals Experimental determination and comparison of estimation methods. (cdc.gov)
  • The experimental method utilises fluorescence microscopy and nano-scale devices. (lu.se)
  • Despite the success of those methods in predicting mono-functional enzyme function with very high accuracy, seldom have people worked on the prediction of multi-functional enzyme function, which actually constitutes a relatively large part of all the enzymes. (frontiersin.org)
  • The Akaike criterion and correlation coefficients were used to determine the accuracy of the prediction models. (scirp.org)
  • We achieve balanced-class-size prediction accuracy of 73.3% when 40% of the activity is still left. (aaai.org)
  • accuracy() method for greybox classes. (r-project.org)
  • Examination variables were first analyzed for univariate accuracy in predicting success and then combined into a multivariate clinical prediction rule. (researchgate.net)
  • Unlike the majority of biological indices in medicine, such as plasma concentrations of chemical analytes or hormones, pulmonary function varies with age, standing height, sex and ethnicity. (ersjournals.com)
  • About 51% of the already identified genes are EST¿s, where the biological function of the gene is unknown. (europa.eu)
  • The Protein Structure and Bioinformatics (LU PSB) develops methods and performs analyses to understand biological and medical phenomena at genetic, functional, mechanical and systems level. (lu.se)
  • In this paper, following our previous work, DEEPre, which uses deep learning to annotate mono-functional enzyme's function, we propose a novel method, mlDEEPre, which is designed specifically for predicting the functionalities of multi-functional enzymes. (frontiersin.org)
  • Extensive experiments also show that mlDEEPre can outperform the other methods in predicting whether an enzyme is a mono-functional or a multi-functional enzyme (mono-functional vs. multi-functional), as well as the main class prediction across different criteria. (frontiersin.org)
  • In these organisms, identifying correlated expression of known and unknown genes can help predicting the function of a novel gene. (sciencedaily.com)
  • The use of gene express ion patterns of well-defined chemotherapy-resistant and sensitive cancer cell lines and assaying their potential for predicting the response to chemotherapy in conjunction with the prognosis on a pre-characterised set of cancer patients can increase the ef fectiveness in searching for new prediction models. (europa.eu)
  • Non-invasive methods for predicting EV have become a research hotspot in recent years. (mdpi.com)
  • This report discusses a proposed method of predicting error rate for HF communication systems. (dtic.mil)
  • The sources of error in predicting field strength are investigated, and measurements on two paths for one year are compared with predictions. (dtic.mil)
  • No improvement in the method of predicting field strength can be recommended. (dtic.mil)
  • This method is similar in spirit to statistical methods like regression trees and splines [ 47 , 48 ]. (lu.se)
  • Pulmonary function tests fulfil a pivotal role in respiratory medicine. (ersjournals.com)
  • To show that this approach could be used to predict novel gene function, the team then carried out a co-expression analysis on genes of unknown function. (sciencedaily.com)
  • A continuous evaluation of protein structure prediction web servers is performed by the community project CAMEO3D. (wikipedia.org)
  • Section 6 gives the evaluation of the prediction performance. (hindawi.com)
  • Community-Wide Evaluation of Computational Function Prediction. (cdc.gov)
  • Finally, the inverse exponential smoothing method is employed to restore the predicted value. (hindawi.com)
  • Enterprise prediction markets help organizations mitigate risks. (midasoracle.org)
  • Seeking opinions from a diverse group of employees rather than just the usual decision-makers helps organizations mitigate risk , says Adam Siegel, co-founder and CEO of Inkling, Inc., a provider of prediction market software. (midasoracle.org)
  • In hibernating myocardium, contractile function can be partially or totally restored by improving coronary blood flow or by reducing oxygen demand of the myocardium. (medscape.com)
  • Rahimtoola suggested that hibernating myocardium is characterized by a state of persistently impaired myocardial and LV function at rest due to reduced coronary blood flow that can be partially or completely restored to normal by improving blood flow or by reducing oxygen demand (see the image below). (medscape.com)
  • A third approach, which is often suggested for time-series prediction, is to use recurrent networks with feed-back connections. (lu.se)
  • Furthermore, due to the flexibility of mlDEEPre and DEEPre, mlDEEPre can be incorporated into DEEPre seamlessly, which enables the updated DEEPre to handle both mono-functional and multi-functional predictions without human intervention. (frontiersin.org)
  • Development of clinical prediction rules for classifying patients with low back pain who are likely to respond to a particular intervention, such as manipulation, would improve clinical decision-making and research. (researchgate.net)
  • This objective includes the build-up of a new tumour-bank focused on drug resistance and testing of self-synthesised cust om chips based on the prediction models. (europa.eu)
  • Many experts and scholars have done a lot of research on prediction theory and methods and put forward several prediction models and methods [ 7 - 11 ]. (hindawi.com)
  • Because there are many factors affecting the short-term power load and different prediction methods have different applications, none of these methods is applicable to all power systems, which need to choose different prediction models according to different power load conditions [ 15 - 18 ]. (hindawi.com)
  • This unsupervised interpretation models instructions as action graphs and is specific to the corpus of cooking recipes, unlike NER which is a general method applicable to all corpora. (google.com)
  • Hence, choosing the function c [ s ] that minimizes PSE ( c ) provides a balanced representation of the annual cycle. (who.int)
  • Then several prediction tables ('Forecast' menu) are calculated for either major broadcast bands (SWBC) between 4.9 and 25.9 MHz or ham bands in spot check mode (selecting a target on the world map) or for the concerned circuit. (astrosurf.com)
  • We now import forecast method from generics package. (r-project.org)
  • Bugfixes: * Switched off all registration of methods from greybox in cases of forecast / fabletools packages. (r-project.org)
  • Existing studies mainly focus on the mono-functional enzyme function prediction. (frontiersin.org)
  • By adopting a novel loss function, associated with the relationship between different labels, and a self-adapted label assigning threshold, mlDEEPre can accurately and efficiently perform multi-functional enzyme prediction. (frontiersin.org)
  • It has been assumed that this strategy couldn't be applied to mammals, but instead that genes expressed in the same tissue are most likely to have a functional relationship, making tissue-specificity the best indicator of function. (sciencedaily.com)
  • Our aim is to perfo rm functional investigations in order to describe the function of these genes. (europa.eu)
  • Structure prediction is different from the inverse problem of protein design. (wikipedia.org)
  • For many neurological disorders, prediction of disease state is an important clinical aim. (projecteuclid.org)
  • Develop a clinical prediction rule for identifying patients with low back pain who improve with spinal manipulation. (researchgate.net)
  • A clinical prediction rule with five variables (symptom duration, fear-avoidance beliefs, lumbar hypomobility, hip internal rotation range of motion, and no symptoms distal to the knee) was identified. (researchgate.net)
  • Myocardial ischemia is a clinical syndrome manifesting a variety of tissue effects and global cardiac effects that impair cardiac function. (medscape.com)
  • The performances of four specific precursors are compared using a quality function Q, which is similar to functions used in linear cost-benefit analysis. (scec.org)
  • Starting in 1994, the performance of current methods is assessed biannually in the CASP experiment (Critical Assessment of Techniques for Protein Structure Prediction). (wikipedia.org)
  • The coverage of each method is shown within its performance bar. (biomedcentral.com)
  • Performance predictions have previously been made by computing only the SN of the received signal. (dtic.mil)
  • This correlation predicts the indicated efficiency as a function of engine settings and parameters, obtained from a statistical study. (sae.org)
  • Use match.call() instead of list() to expand ellipsis in scaler() function in order not to evaluate the content. (r-project.org)
  • For a case with significant transient beam loading, predictions of the resulting beam transient and bunch profiles are compared to measurements. (lu.se)
  • The prediction performances were improved by up to 3.20 dB in the average error and 2.11 dB in the standard deviation of errors by the proposed method when compared to traditional diffraction methods. (hindawi.com)