• Through the development of new approaches in computer science, coupled with an increased dataset of proteins of known localization, computational tools can now provide fast and accurate localization predictions for many organisms. (wikipedia.org)
  • Incisive discussion of computational prediction of secondary structure of RNA sequences. (whsmith.co.uk)
  • Overview of computational prediction of protein cellular localization, and selected discussions of inference of protein function. (whsmith.co.uk)
  • Immunolabeling or tagging (such as with a green fluorescent protein) to view localization using fluorescence microscope are often used. (wikipedia.org)
  • In this paper, we propose a super-resolution fluorescence microscopy with axial localization capability by combining multifocal structured illumination microscopy with a hybrid detection PSF composed of a Gaussian PSF and a double-helix PSF. (holoeye.com)
  • Methods for the prediction of bacterial localization predictors, and their accuracy, have been reviewed. (wikipedia.org)
  • The subcellular localization of EZH2 protein was predicted by using different predictors (CELLO, Euk-mPLoc, WoLF PSORT, and TargetP). (hindawi.com)
  • Orioli T, Vihinen M, Benchmarking subcellular localization and variant tolerance predictors on membrane proteins, BMC Genomics;20(Suppl 8):547. (lu.se)
  • With the beginning of the new year, we thought it'd be a good opportunity to highlight some of the localization trends that we saw in 2017, and make a few predictions for 2018. (alphatrad.net)
  • A deep-water acoustic observatory for real-time detection and localization of vocalizing sperm whales was developed, deployed and operated for two 3-month periods in summer 2020 and 2021, off south-west Crete in the Eastern Mediterranean Sea, in the framework of the SAvEWhales project. (frontiersin.org)
  • Upon reception, the data from all buoys were combined to enable detection and 3D localization of vocalizing animals exploiting direct and surface-reflected arrivals and using a Bayesian approach. (frontiersin.org)
  • In particular, they found applications in community detection, link prediction, image analysis, and quasispecies evolution -- and they bear intriguing similarities with quantum mechanics, such as e.g. localization in inhomogeneous systems. (mdpi.com)
  • Deep-Learning Models for Detection and Localization of Visible Clinically Significant Prostate Cancer on Multi-Parametric MRI. (cdc.gov)
  • In 2021, SCLpred-MEM, a membrane protein prediction tool powered by artificial neural networks was published. (wikipedia.org)
  • For example, secreted proteins and plasma membrane proteins are easily accessible by drug molecules due to their localization in the extracellular space or on the cell surface. (wikipedia.org)
  • 7. alm1: score of the ALOM membrane spanning region prediction program. (githubusercontent.com)
  • Reference: "A Probablistic Classification System for Predicting the Cellular Localization Sites of Proteins", Paul Horton & Kenta Nakai, Intelligent Systems in Molecular Biology, 109-115. (githubusercontent.com)
  • Reference: "Expert Sytem for Predicting Protein Localization Sites in Gram-Negative Bacteria", Kenta Nakai & Minoru Kanehisa, PROTEINS: Structure, Function, and Genetics 11:95-110, 1991. (githubusercontent.com)
  • Reference: "A Knowledge Base for Predicting Protein Localization Sites in Eukaryotic Cells", Kenta Nakai & Minoru Kanehisa, Genomics 14:897-911, 1992. (githubusercontent.com)
  • Harnessing the conditioned pain modulation response in migraine diagnosis, outcome prediction, and treatment-A narrative review. (medscape.com)
  • Accurate tumor segmentation and treatment outcome prediction with DeepTOP. (cdc.gov)
  • Evaluation of real-time tumor contour prediction using LSTM networks for MR-guided radiotherapy. (cdc.gov)
  • Prediction of protein subcellular localization is an important component of bioinformatics based prediction of protein function and genome annotation, and it can aid the identification of drug targets. (wikipedia.org)
  • This has resulted in subcellular localization prediction becoming one of the challenges being successfully aided by bioinformatics, and machine learning. (wikipedia.org)
  • Prediction of Microbial Growth Rate versus Biomass Yield by a Metabolic Network with Kinetic Parameters. (uni-trier.de)
  • Network-based prediction of metabolic enzymes' subcellular localization. (uni-trier.de)
  • Hexokinase (HXK) is the only plant enzyme that phosphorylates glucose (Glc), so it is key to fueling several metabolic pathways depending on their substrate specificity, metabolite regulatory responses and subcellular localization. (biomedcentral.com)
  • In particular, questions regarding the localization and number of osteotomies, the optimal surgical target angle as well as planning and prediction of postoperative alignment are discussed. (nih.gov)
  • Once an adrenal or extra-adrenal tumor is detected, CT scanning or MRI of the region may be performed for anatomic localization prior to surgical removal. (medscape.com)
  • Use of machine learning in pediatric surgical clinical prediction tools: A systematic review. (cdc.gov)
  • We investigated neural mechanisms of decision making in OCD patients, including early and late onset of disorder, in terms of reward prediction errors (RPEs) using functional magnetic resonance imaging. (cambridge.org)
  • PredictProtein--an open resource for online prediction of protein structural and functional features. (rostlab.org)
  • Many prediction methods now exceed the accuracy of some high-throughput laboratory methods for the identification of protein subcellular localization. (wikipedia.org)
  • This Special Issue seeks to gather the latest developments in nondestructive health monitoring technologies and new processing methods for the state prediction of the complex engineering structure. (mdpi.com)
  • The theme of "innovative techniques" was addressed through new methods for noise prediction in manufacturing spaces, identification and localization of noise sources, new processes and techniques, and noise prediction. (cdc.gov)
  • For both: radionuclide spatial distribution estimation and source localization problems, the most prominent methods of data analysis were established decades ago and are robust and easy to utilise. (lu.se)
  • Localization in headache medicine: A systematic approach to diagnosis. (medscape.com)
  • Electroencephalography (EEG) remains the primary diagnostic test of brain function, especially in those with seizures or epilepsy, but is no longer used for identification and localization of gross structural brain lesions as neuroimaging with CT and MRI have taken that role. (medscape.com)
  • Knowledge of the subcellular localization of a protein can significantly improve target identification during the drug discovery process. (wikipedia.org)
  • Identification of importance of protein localization in cell's compartments. (tu-muenchen.de)
  • Luster et al investigated the specificity and sensitivity of (18)F-3,4-dihydroxyphenylalanine (DOPA) positron emission tomography (PET) scanning, CT scanning, and a combination of the 2 modalities in the identification and localization of adrenal and extra-adrenal pheochromocytomas. (medscape.com)
  • Please consult a specific prediction server for nuclear, cytoplasmic or peroxisomal localization. (brenda-enzymes.info)
  • Detailed prediction of protein sub-nuclear localization. (biomedcentral.com)
  • In the diagnosis of epilepsy and localization of seizure onset, both the intericital and ictal recordings are extremely informative. (medscape.com)
  • This method can not only recover the lateral super-resolution image of the specimen but also retain the specimen's depth map within a range of 600 nm with an axial localization precision of 20.8 nm. (holoeye.com)
  • P = .006), whereas a neck remnant, clinical presentation, and aneurysmal localization were not predictive. (ajnr.org)
  • Protein structure predictions using a neural network model developed by DeepMind . (pseudomonas.com)
  • In general, prediction tools take as input information about a protein, such as a protein sequence of amino acids, and produce a predicted location within the cell as output, such as the nucleus, Endoplasmic reticulum, Golgi apparatus, extracellular space, or other organelles. (wikipedia.org)
  • Areas covered include sequence databases, pairwise and multiple sequence alignment, homology searches in sequence databases and subcellular localization prediction. (lu.se)
  • Prediction confidence maps visualize morphology distributions at high resolution. (nature.com)
  • The ongoing development of nondestructive sensing technologies (including magnetic sensors, optical sensors, and vibrational sensors) and state prediction technologies (such as AI algorithms) help realize the monitoring and evaluation of health structures. (mdpi.com)
  • Evaluation for placental localization in the second and third trimesters is important to rule out placenta previa. (bvsalud.org)
  • Sonographic evaluation of the commonest sites of placental localization. (bvsalud.org)
  • The key insight of the study is a substantial improvement in prediction accuracy using machine learning techniques especially when, in addition to the original Altman's Z-score variables, we include six complementary financial indicators. (researchgate.net)
  • My prediction is that machine translation will not pass the Turing Test in my lifetime. (multilingual.com)
  • Development of a Machine Learning-Based Prediction Model for Chemotherapy-Induced Myelosuppression in Children with Wilms' Tumor. (cdc.gov)
  • Standard semi-quantitative scoring approaches, however, are coarse-grained and lack precise neuroanatomic localization. (nature.com)
  • The results of subcellular localization prediction can be stored in databases. (wikipedia.org)
  • Transcriptome analysis under drought stress indicated that most of the CqAP2/ERF genes were responsive to drought stress, and subcellular localization indicated that CqERF24 was location in the nucleus, qRT-PCR results also showed that most of the genes such as CqERF15, CqERF24, CqDREB03, CqDREB14, CqDREB37 and CqDREB43 also responded to drought stress in roots and leaves. (bvsalud.org)
  • Highly reliable predictions more accurate. (biomedcentral.com)
  • Ge F, Zhu Y, Xu J, Muhammad A, Song J, Yu D, MutTMPredictor: Robust and accurate cascade XGBoost classifier for prediction of mutations in transmembrane proteins, Comput Struct Biotechnol J. 2021 Nov 19;19:6400-6416. (lu.se)
  • Second, while many tools can fully automate most transactional tasks of a localization project, they cannot respond to a client's need for relevance, belonging, personal growth and giving back. (multilingual.com)
  • App publishers who wish to successfully enter China should make localization a priority. (alphatrad.net)
  • Although localization is essential for any company who wish to successfully break into emerging markets, there are a few principles that you should abide by. (alphatrad.net)
  • We find that bagging, boosting, and random forest models outperform the others techniques, and that all prediction accuracy in the testing sample improves when the additional variables are included. (researchgate.net)
  • The development of protein subcellular location prediction has been summarized in two comprehensive review articles. (wikipedia.org)
  • By using prediction a high number of proteins can be assessed in order to find candidates that are trafficked to the desired location. (wikipedia.org)
  • It related the prediction strength to the performance. (biomedcentral.com)
  • Each point reflected the cumulative performance, i.e. we computed accuracy (Q 13 and Q 2 ) and coverage (percentage of proteins for which predictions were made above given RI). (biomedcentral.com)
  • The promising performance is correlated with the down-shift and localization of the 3d electronic states of Fe atoms. (rsc.org)
  • 1. Title: Protein Localization Sites 2. (githubusercontent.com)
  • The purpose of the study is to determine and provide information on the commonest sites of placental localization in pregnant women in their second and third trimesters in Umuahia, Abia state because there are few documented reports on the sonographic assessment of placental localization in Umuahia. (bvsalud.org)
  • Use this function to explain network predictions and check that your network is focusing on the right parts of the data. (mathworks.com)
  • Cloud prediction of protein structure and function with PredictProtein for Debian. (rostlab.org)
  • Use Grad-CAM to visualize which parts of an image are most important to the predictions of an image regression network. (mathworks.com)
  • Coupled with vast new sensing and localization abilities, 6G will transform the ability of the network to provide incredible services. (asme.org)
  • There was no statistical significance between placental localization and maternal age, gestational age, fetal weight, gender, fetal presentation and heart rate. (bvsalud.org)
  • Predicted Attribute: Localization site of protein. (githubusercontent.com)
  • Anterior placentation was the commonest, followed by posterior, then fundal with placenta previa being the least site of placental localization. (bvsalud.org)
  • The health status and state prediction of key engineering structures, which generally have complex geometries, are vital to the safety of important equipment. (mdpi.com)
  • Using Bayesian statistics it is possible to combine the prior knowledge about the situation with the data, to obtain predictions about the situation. (lu.se)
  • In 1999 PSORT was the first published program to predict subcellular localization. (wikipedia.org)