ライフサイエンスコーパス: normalization

1 r memories to either a schema or an average (normalization).

2 motor activity, lifespan and gene expression normalization.

3 g quantitative PCR and log10 transformed for normalization.

4 ities, one may infer the appropriate form of normalization.

5 empirical Bayes approach to microbiome data normalization.

6 efit is additive when combined with vascular normalization.

7 on of all micropollutants after sediment RNA normalization.

8 ensory tuning, suggesting a role in divisive normalization.

9 ics, including gamma oscillations, linked to normalization.

10 AUROC of 0.96 (range, 0.93-0.98) after color normalization.

11 It is unknown how these dynamics emerge from normalization.

12 ersion polymerization for MC calibration and normalization.

13 redictor for both DeltaPDFF and time to PDFF normalization.

14 cal requirement for acceptance of successful normalization.

15 k independently during the first year of PLP normalization.

16 r of both rate of change of PDFF and time to normalization.

17 ulated by attention is dependent on divisive normalization.

18 tities may crucially depend on the nature of normalization.

19 cell types plus 12 reference genes used for normalization.

20 ay-level co-occurrence matrix features after normalization.

21 ignal strength using external references for normalization.

22 without evidence of volumetric regression or normalization.

23 lection of suitable reference genes for data normalization.

24 Of 39 cases with postoperative rs-fMRI SOZ normalization, 38 (97%) became completely seizure free.

25 nto several regions, and after MRI intensity normalizations a regression analysis is used to determin

26 ariability are also known to engage divisive normalization, a widespread operation that describes neu

27 ence genes for appropriate real-time RT-qPCR normalization, according to specific experimental condit

28 Eight patients (53.3%) had hCG normalization after a median of 9 avelumab cycles; none

29 patient (treated by endoscopic stenting and normalization after ~4 months) and a superficial ulcerat

30 Existing implementations of normalization algorithms (geNorm, NormFinder and BestKee

31 As orthogonal normalization allows observation of global changes, the

32 o kinetic treatments, based on variable time normalization analysis, to reactions involving catalyst

33 nd standardized datasets), (ii) 3D structure normalization, analysis, manipulation, visualization too

34 These findings demonstrate that data normalization and "test-retest" methods might improve th

35 d, stable, isotopically labeled standard for normalization and a matrix on top of the tissue section

36 By using foreground normalization and additional training on synthetic image

37 RNA-seq platforms and several preprocessing, normalization and batch-effect correction methods at mul

38 The use of within-network normalization and class weighting facilitated learning o

39 rent types of feature clustering, selection, normalization and dimensionality reduction algorithms, a

40 stent prey-phagocyte association, to use for normalization and dose-response analysis.

41 we leverage the feature-tuned properties of normalization and find that visuocortical responses to s

42 It combines annotation, normalization and gene expression with sequence-structur

43 ntingent on factors which are independent of normalization and general modeling techniques; these fac

44 tential of a combined nanomedicine-based TME normalization and immunotherapeutic strategy designed to

45 figratinib also induces apoptosis and vessel normalization and improves the overall survival of mice

46 hat tumor endothelial S1PR1 induces vascular normalization and influences tumor growth and metastasis

47 Both normalization and intensity quantization have an effect

48 normalization, joint factorization, quantile normalization and joint clustering, and visualization.

49 testing approach for count data with bespoke normalization and multiple testing procedures that accou

50 However, the relation between normalization and neuronal response variability (a funda

51 eer and social support interventions; and 7) normalization and provision of mental health support pro

52 Overall analytical uncertainty including normalization and reproducibility for delta(33)S and del

53 ey biological properties, including divisive normalization and stimulus-modulated noise variability,

54 package provides an integrated workflow for normalization and transformation of miRNA and PCG expres

55 his, we present a modeling framework for the normalization and variance stabilization of molecular co

56 R-Ras, a small GTPase important for vascular normalization and vessel stability, is transcriptionally

57 g techniques (linear registration, histogram normalization, and contrast-limited adaptive histogram e

58 ssion for the integration kernel in divisive normalization, and show that divisive normalization quan

59 hted FLAIR scans (adjusted P = .003 [z score normalization] and adjusted P = .002 [histogram matching

60 multiple bioinformatics tools including data normalization, annotation, categorization, visualization

61 Most existing global normalization approaches are ineffective to correct for

62 pericytes and endothelial cells for vascular normalization, are proving to effectively deliver therap

63 It is unknown how weighted normalization arises from a recurrent circuit.

64 It is unknown how normalization arises from recurrent amplification.

65 or analysis reveals named entity recognition/normalization as the largest source of errors (26.9%), f

66 mputational model that incorporates divisive normalization, as well as narrower top-down gain (that c

67 the first 2 months of exercise with partial normalization at 3 months in both transgenic and WT anim

68 Understanding the implications of normalization at the population level is hindered by the

69 alona can perform quality filtering, normalization, batch correction, clustering, cell type a

70 t qDRIP avoids biases inherent to read-count normalization by accurately profiling signal in regions

71 ickness were conducted both with and without normalization by ICV.

72 Finally we mimic vascular normalization by modifying parameters, such as vascular

73 ling, standardizing using z-score and vector normalization by visualizing the normalized data set and

74 er the completion of neoadjuvant therapy; 3) normalization (CA19-9 <35 U/dL) of preop CA19-9; and 4)

75 Stroma normalization can further increase the efficacy of immun

76 this perspective, we provide a framework for normalization cancer immunotherapy in the context of mel

77 cially within the tumor microenvironment, as normalization cancer immunotherapy.

78 thods, MatchMixeR achieved the highest after-normalization concordance.

79 However, Nobias extraction with Tl normalization constitutes an attractive alternative as,

80 Although preprocessing and normalization contributed to variability in gene detecti

81 e mass spectrometry-based strategies lacking normalization controls.

82 y used post-acquisition strategies and found normalization could not strengthen the annotation accura

83 tated metabolites was evaluated post various normalization, data transformation and scaling.

84 y applicable R code covering transformation, normalization, dimensionality reduction, clustering, and

85 atus quo bias, time inconsistency and social normalization), discuss how these concepts have been add

86 us in untreated patients with BD, and 3) the normalization effect of Li on gray matter volumes.

87 eks until human chorionic gonadotropin (hCG) normalization, followed by 3 consolidation cycles.

88 P = 0.0032 determined by Tukey's test (with normalization for test-day instrument baseline).

89 Although drugs inducing vascular normalization, for example, angiopoietin-2 (Ang2)-blocki

90 can be used to optimize dosing, and the same normalization framework is applicable to other types of

91 ration, the tool also provides reliable data normalization functions and quality metrics along with v

92 ct as the channels for Li transportation and normalization growth.

93 SIL normalization had a larger influence on the dilution ser

94 tasets having both reads and UMIs, quasi-UMI normalization has higher accuracy than competing methods

95 Divisive normalization has long been used to account for computat

96 Despite its ubiquity, divisive normalization has not been studied in decisions that req

97 ore recently, dynamical versions of divisive normalization have been shown to account for how neural

98 Normalization improved the overlap between the region of

99 ed for an efficient and unified approach for normalization, imputation and batch effect correction.

100 ient, integrated solution for global scaling normalization, imputation and true count recovery of gen

101 e appropriate reference genes for transcript normalization in buffalobur, which will be helpful in fu

102 Overall, qDRIP allows for accurate normalization in conditions where R-loops are perturbed

103 Furthermore, the importance for normalization in critical data sets, showing only minor

104 attributable to specific choices surrounding normalization in defining StatDns or to the logic underl

105 ers was shown to effectively induce vascular normalization in some types of cancer.

106 stationary phase euploid cells were used for normalization in transcriptomic studies.

107 mental evidence supports the hypothesis that normalization in V1 operates via recurrent amplification

108 lytical method, persistent association-based normalization, in which the multiplicity of prey (MOP) r

109 pileptogenic zone, and postoperative rs-fMRI normalization is a biomarker for SOZ quiescence.

110 Normalization is a crucial step before the differential

111 Normalization is an indispensable step of data analysis

112 this begins to normalize with time and this normalization is concurrent with the delayed development

113 Proper normalization is required prior to data analysis to gain

114 2) Experiments have demonstrated that normalization is weighted such that each weight specifie

115 These graphics have detected normalization issues, differential expression designatio

116 that our new visualization tools can detect normalization issues, differential expression designatio

117 s of the protocol are data preprocessing and normalization, joint factorization, quantile normalizati

118 Here we propose that a normalization mechanism that operates in a cortical regi

119 this functional organization together with a normalization mechanism would generate a representation

120 on of multiple stimuli can be explained by a normalization mechanism.

121 a-based scoring algorithm and a named entity normalization method (NEN).

122 Our normalization method aims to find a group of relatively

123 ts per million (TPM) was the best performing normalization method based on its preservation of biolog

124 We demonstrate that this normalization method enables creation of calibration cur

125 The traditional reads per million normalization method is inappropriate for the evaluation

126 f RNA sequencing (RNA-seq) abundance using a normalization method that calculates transcripts per mil

127 ChIPseqSpikeInFree is a novel ChIP-seq normalization method to effectively determine scaling fa

128 to compare the persistent association-based normalization method to standard ways of assessing phago

129 We developed a new data normalization method, called S3norm, that normalizes the

130 ated to data processing and analysis such as normalization method, cut-off criteria, software setting

131 We proposed a new normalization method, labeled MIXnorm, for FFPE RNA-seq

132 ix-analyte ratio, and matrix application and normalization method.

133 ine learning (ML) is choosing an appropriate normalization method.

134 y investigate the influence of gene subsets, normalization methods and prediction algorithms.

135 present two tests to assess the validity of normalization methods applied to a large-scale data set

136 To counteract this, normalization methods are standardly applied with the in

137 In this normalization step, different normalization methods can be chosen to optimally preproc

138 Further, we develop data normalization methods for accurate prediction of myelin

139 Several cross-platform normalization methods have been developed to remove the

140 Here, we examine the effect of various normalization methods on analyzing FPKM upper quartile (

141 The results presented for multiple normalization methods suggest that all measurable quanti

142 However, existing normalization methods typically try to adjust counts on

143 Regardless of normalization methods, a support vector machine (SVM) mo

144 nce of our empirical Bayes method over other normalization methods, and over commonly-used methods fo

145 Additionally, for each of these normalization methods, we use two different normalizatio

146 nce mapping, three quantification, and seven normalization methods.

147 We compare three most common normalization methods: scaling, standardizing using z-sc

148 The normalization model has been applied to explain neural a

149 The normalization model provides an elegant account of conte

150 Despite the success of the normalization model, there are three unresolved issues.

151 l stimuli can be accounted for by a divisive normalization model.

152 lts thus suggest a novel functional role for normalization, namely, modulating response variability.

153 of extract components, and methods for dose normalization need to be thoroughly reported.

154 one must consider the computations including normalization occurring along the hierarchical visual pa

155 nce found with overlapping stimuli is due to normalization occurring at an input stage fed to MT, and

156 However, normalization of acid exposure occurred in about 50% of

157 We have reported that normalization of adiponectin levels during late gestatio

158 ce of generating ratio images, or indeed the normalization of AFM-IR spectra, should be approached wi

159 al benefits of GDNF were associated with the normalization of anatomical alterations accompanying chr

160 iciency virus (HIV) status and likelihood of normalization of any measure.

161 n = 10) and persisted for decades except for normalization of Bb, MBL, and CD59 in late chronic mtTBI

162 not respond to gene augmentation, but showed normalization of BEST1 channel activity following CRISPR

163 Subsequent normalization of BG levels restored absolute tracer upta

164 Following neoadjuvant therapy, normalization of CA19-9, rather than the magnitude of ch

165 However, treatment with PRRT resulted in normalization of calcium and calcitriol levels, strongly

166 d in reversal of the molecular phenotype and normalization of calcium-handling abnormalities.

167 er endovascular treatment and improvement or normalization of cerebral circulation time CTT).

168 hat early cerebral overgrowth is followed by normalization of cerebral volumes.

169 sit that persists on final follow-up despite normalization of CFT.

170 in cognitive and anxiolytic behavior and the normalization of changes in CNS anatomy that underlie ch

171 MAnorm2 uses a hierarchical strategy for normalization of ChIP-seq data and assesses within-group

172 inical benefit of B(regs) is associated with normalization of CNS immune milieu and concurrent activa

173 provement at follow-up was associated with a normalization of cortical excitability, which in turn su

174 Hazard ratios for normalization of CSF or serum measures were determined u

175 The relationship between the normalization of CSF WBC counts and CD4+ T cell counts m

176 The relationship between normalization of CSF WBCs and CD4+ T cell count may indi

177 of supplemental oxygen requirements and near normalization of daily activities.

178 lesterol was diverted to the ER resulting in normalization of de novo cholesterol synthesis.

179 the synergistic effect of homogenization and normalization of electrodeposited Li, the obtained plana

180 e decreases in T(H)2/T(H)22 polarization and normalization of epithelial abnormalities.

181 nd that disease pathology can be reversed by normalization of excess oxygen, suggesting that certain

182 ent that they induce, indicating that social normalization of extreme conditions rather than adaptati

183 ever, little attention has been given to the normalization of FFPE RNA-seq data, a key step that adju

184 The trend to normalization of gait velocity following a period of imp

185 s between the low and high doses, and showed normalization of grey and white matter imaging parameter

186 utcomes, such as symptom persistence despite normalization of histologic features and symptom resolut

187 rypts may be involved in the pathogenesis of normalization of hyperglycemia caused by the tacrolimus.

188 ng-term betaine treatment with a concomitant normalization of inflammatory cytokine expression and a

189 ed as early as 2 weeks and approximately 70% normalization of lesional gene expression after 4 weeks.

190 ulation, homogenization of Li nucleation and normalization of Li growth can be achieved on PNIPAM pol

191 ven among patients who experience a complete normalization of LV ejection fraction, a significant pro

192 c neural hyperactivity that persists despite normalization of LVEF.

193 Resolution of ME was defined as normalization of macular thickness on OCT.

194 born to obese mice were largely prevented by normalization of maternal adiponectin levels in late pre

195 ed metabolic pathways of the heart; however, normalization of metabolite abundance to sample input in

196 insoluble protein-derived glutamate for the normalization of metabolites within each sample and incl

197 limitations in the current literature on the normalization of microbiome data.

198 y increased in rats fed KE-2 diet along with normalization of myocardial ATP levels to sham values.

199 , leading to recovery of KCa3.1 function and normalization of neuronal excitability.

200 of competitive receptor binding and suggests normalization of OSN ensemble responses to odorant mixtu

201 of elevated pERK1/2 signaling results in the normalization of osteoprogenitor proliferation with a co

202 tainty); and 5) we suggest NIV with targeted normalization of Pa(CO(2)) in patients with hypercapnic

203 8-fold in 48-hour-fasted lean rats, and this normalization of plasma leptin concentrations stimulates

204 We also observed an OLT1177 dose-dependent normalization of plasma metabolic markers of AD to those

205 visual response gain and largely account for normalization of population responses over a range of vi

206 on (CA19-9 <35 U/dL) of preop CA19-9; and 4) normalization of postop CA19-9.

207 tations, regression of amyloid deposits, and normalization of proinflammatory and anti-inflammatory c

208 Therefore, normalization of rat:human organ sizes and correction fo

209 acking UMIs, we propose quasi-UMIs: quantile normalization of read counts to a compound Poisson distr

210 This research provides HKG for accurate normalization of RT-qPCR data in the southern corn rootw

211 of VDR null mice (KO/TG mice) results in the normalization of serum calcium and rescue of rickets.

212 T resulted in a morphological response and a normalization of serum calcium levels, confirming the hy

213 Normalization of single-cell RNA-sequencing (scRNA-seq)

214 ic skin and joint phenotypes are reversed by normalization of skin KLK6 levels and attenuated followi

215 Also, normalization of striatal mGluR5 to control levels was a

216 We recommend the normalization of target gene expression under different

217 the rapid dissolution of SGs, accompanied by normalization of TDP-43 ubiquitylation and solubility.

218 MPH's normalization of thalamo-accumbens connectivity (reduced

219 n of pain was 5 days, and the median time to normalization of the CRP level was 7 days.

220 onse, increased synthesis of growth factors, normalization of the cytoskeleton and mitosis.

221 howed an unexpected and practically complete normalization of the ECG abnormalities (their QTc shorte

222 However, normalization of the embedding could suffer from over-co

223 ot sufficient to account for the homeostatic normalization of the MFR.

224 Normalization of the microenvironment by exercise may pr

225 acizumab were 1.55 times as likely to have a normalization of the platelet count as those who receive

226 The median time to normalization of the platelet count was shorter with cap

227 The primary outcome was the time to normalization of the platelet count, with discontinuatio

228 Graded normalization of the postoperative resting-state SOZ was

229 ution of different Faddeev components in the normalization of the relativistic three-body wave functi

230 Our results suggest a normalization of the same parameters at the resolution s

231 ity in the amygdala-prefrontal networks, and normalization of this aberrant function is thought to be

232 We proposed that normalization of TME using antiangiogenic drugs and/or m

233 Normalization of tumor extracellular pH (mean, 6.96 +/-

234 We study the impact of normalization on differential abundance analysis.

235 mited ability to interpret the effect of the normalization on the embedding space.

236 of feature attention, spatial attention, and normalization on the responses of each neuron.

237 le stimuli, rather than considering response normalization only within the area of interest, one must

238 -seq data apply pre-processing steps such as normalization or imputation to account for excessive zer

239 mpensation technique that exploits the batch normalization parameters to improve the accuracy retenti

240 To monitor instrument stability and evaluate normalization performance, quality control (QC) samples,

241 To allow for easy access to normalization pipeline for biomedical researchers we imp

242 Normalization plays a key role in several important comp

243 errors throughout an analytical assay, data normalization plays an indispensable role in untargeted

244 fies how one neuron contributes to another's normalization pool.

245 ns, which differ in the composition of their normalization pools and semi-saturation constants.

246 nt role for auditory contrast enhancement in normalization: preceding context affects listeners' perc

247 We developed a 3D Zernike moment normalization procedure to orient electron density volum

248 nteractome capture with a whole-cell extract normalization procedure.

249 We tested various RNASeq normalization procedures and concluded that transcripts

250 Current normalization procedures such as log of counts per milli

251 incorporating the phylogenetic tree into the normalization process.

252 visive normalization, and show that divisive normalization quantitatively accounts for 133 human part

253 , -44.3 [95% CI, -71.9 to -21.1]; P = .001); normalization rate at 1 year (80.0% in the transplantati

254 A bump attractor model with divisive normalization replicates the properties of the neural da

255 tionality of feature extraction, clustering, normalization, selection, dimensionality reduction, pred

256 itatory stimulus drive) and denominator (the normalization signal).

257 As such, normalization significantly improves the repeatability o

258 ted thermal response of H(2)O as an internal normalization standard for 2D-IR spectra.

259 Most existing methods for data normalization standardize signals by rescaling either ba

260 In most existing methods, the normalization step is performed prior to the DE analysis

261 In this normalization step, different normalization methods can

262 g the scaling factors that are needed in the normalization step.

263 In this Perspective, we describe TME normalization strategies that have the potential to simu

264 (P < 0.05; fold-change >2) based on multiple normalization strategies, and were validated by RT-qPCR.

265 arious metrics were used to compare distinct normalization strategies, with reduction of variation in

266 normalization methods, we use two different normalization strategies: normalizing samples (files) or

267 to quantify gene expression, an appropriate normalization strategy is warranted to control for the n

268 We employed a normalization strategy to dissect the cross-linking reac

269 pleted in melanoma compared to the nevi as a normalization strategy, we developed a model that classi

270 due to spatial attention are correlated with normalization strength, those due to feature attention a

271 methodology relies on a novel network-based normalization technique and a two-stage zero-inflated mi

272 ed phenotype prediction benefits from proper normalization techniques and state-of-the-art regularize

273 In contrast to other normalization techniques, it properly handles the Hi-C-s

274 his work, a systematic comparison of several normalization techniques, mainly focusing on internal st

275 ments and metadata, including batch effects, normalization, temporal dynamics (temporally differentia

276 erimental protocol with appropriate spike-in normalization that confirms our theory and provides accu

277 o identifies a sensitivity issue in spike-in normalization that has not been considered in the litera

278 However, most ChIP-seq studies overlook the normalization that must be corrected with spike-in.

279 of transcript abundance relies strongly on a normalization that requires the use of reference genes t

280 cular ejection fraction increase by >=10% or normalization to >=50%).

281 system and energy expenditure, are in fact a normalization to a lower body weight and not drivers of

282 zky-Golay smoothing, baseline correction and normalization to Amide-I band (~ 1650 cm(-1)).

283 rrelial load was also monitored and used for normalization to evaluate expression levels.

284 ng WBE results between cities often requires normalization to population size, and inaccuracy in the

285 metabolites within each sample and includes normalization to protein-derived amino acids to reduce b

286 d using either a Pb double spike or external normalization to Tl for mass bias correction.

287 quantified for each insoluble fraction, with normalization to total homogenate protein.

288 pensatory mechanism that drives relapse or a normalization towards a lower body weight, and to explor

289 Such normalization using qDSB-Seq is especially useful for th

290 ises coupled neural integrators to implement normalization via recurrent amplification with arbitrary

291 Probability of normalization was not associated with disease stage, FIG

292 d surgery, followed by postoperative rs-fMRI normalization was significantly (p < 0.001) correlated w

293 Rate of hCG normalization was the primary endpoint (2-step Simon des

294 and the evolution of functional vasculature "normalization" was resolved macroscopically.

295 gh interexperiment variability, the need for normalization, waste of materials, and significant consu

296 n via recurrent amplification with arbitrary normalization weights, some of which can recapitulate ke

297 % micro-averaged F1 score on the task of ADR normalization, while rule-based system achieved 67.4 and

298 direction of boundary extension (BE), while normalization will produce bidirectional transformations

299 eparated stimuli can largely be explained by normalization within MT.

300 s in schizophrenia during ToM, and that this normalization would correlate improvement in ToM behavio