ライフサイエンスコーパス: predictive ability

1 set from 217,563 to 50 without impacting the predictive ability.

2 taking VKAs, the HAS-BLED score had the best predictive ability.

3 content to any other features enhances their predictive ability.

4 s to improve our empirical understanding and predictive ability.

5 kers have poor sensitivity, specificity, and predictive ability.

6 to improve empirical understanding and model predictive ability.

7 grain based on their relative efficiency and predictive ability.

8 ir performance in terms of classification or predictive ability.

9 neuroimaging, to accurately assess a model's predictive ability.

10 Forest model outperformed the ARIMA model in predictive ability.

11 tated as substrates, validating our method's predictive ability.

12 transmission often fit data poorly, limiting predictive ability.

13 g that our much simpler model has equivalent predictive ability.

14 and producing clear RF estimates with strong predictive ability.

15 ed uptake value did not show any significant predictive ability.

16 ing risk stratification schemes have limited predictive ability.

17 tors and also to determine their incremental predictive ability.

18 d using external test sets to classify their predictive ability.

19 trably better than standard sets in terms of predictive ability.

20 d smoking in part account for their inferior predictive ability.

21 s provide strong confirmation of the model's predictive ability.

22 tality after liver transplantation have poor predictive ability.

23 NCEP) metabolic syndrome definition improved predictive ability.

24 inical trials have typically lacked adequate predictive ability.

25 onger conventional protocols without loss of predictive ability.

26 responders from nonresponders with excellent predictive ability.

27 uctured model with local dynamics had better predictive ability.

28 anifestations of an underlying impairment in predictive abilities.

29 structs with unique correlates and different predictive abilities.

30 ial selection and largely overestimate their predictive abilities.

31 sensitivity: 51%; specificity 92%; positive predictive ability 65%; negative predictive ability 88%;

32 plex dual-phase steel, achieving substantial predictive ability (84.8% of microstructures predicted t

33 %; positive predictive ability 65%; negative predictive ability 88%; accuracy 83%; AUC .82.

34 asure (UP-Suicide) would show broad-spectrum predictive ability across psychiatric diagnoses.

35 Minimizing the variance in predictive ability across replicate networks of identica

36 rther show that comparison of differences in predictive ability across subgroups should be based only

37 h chlamydia in high-risk populations had low predictive ability and applicability.

38 Strong predictive ability and large proportion of treatment eff

39 validation cohort), progressively lost their predictive ability and no longer predicted outcome more

40 the best profile in terms of AIC values and predictive ability, and a constant k4 is further support

41 selected based on statistical significance, predictive ability, and complexity.

42 Models were largely similar in predictive ability, and the inclusion of dominance only

43 ter than 0.8, demonstrating that the model's predictive abilities are acceptable.

44 sCD23 showed a good predictive ability (area under the curve = 0.80) for CLL

45 idence by district for 2013-2016 showed good predictive ability (area under the curve range: 0.76-0.9

46 CT's predictive ability (area under the curve, 0.83 [95% CI,

47 ight and length velocity z scores had better predictive abilities [area under the ROC curves (AUCs) o

48 between defective and high quality oils with predictive abilities around 87% for the musty defect and

49 d calibration of the nomograms revealed good predictive ability as indicated by the C statistics (0.7

50 lization of the cartilage phenotype defining predictive ability as our technique is generative.

51 Predictive ability assessed with the volume under the su

52 and clinically important traits and enhance predictive ability at an individualized level in medicin

53 d across datasets argues for its competitive predictive ability (AUC of 0.80+/-0.18, AUPR of 0.84+/-0

54 Most risk models had moderate-to-high predictive ability (AUC>0.70).

55 of HO-1 and cell count further improved the predictive ability (AUC-ROC=0.92).

56 covariates-genetic markers, have comparable predictive ability, but less than the model with all thr

57 se regression (LUR) models can improve their predictive ability, but requires rigorous evaluation.

58 Here, we further challenged our procedure's predictive ability by applying our methodology to a seri

59 and bootstrap cross-validation revealed good predictive abilities (C index, 0.692).

60 Overall, the model had excellent predictive ability (c-statistic = 0.837).

61 The models with the best predictive ability compared to data requirement are thos

62 POD 1 drain amylase level had the highest predictive ability (concordance index: 0.911) for PF in

63 This predictive ability depended on both the magnitude of the

64 confidence interval 1.82-35.27; P = 0.006); predictive ability did not differ between sarcopenia and

65 In addition, predictive ability enhanced especially when population s

66 rmation about important markers and improved predictive ability, especially for body mass index (BMI)

67 cluding postdischarge complications improved predictive ability, explaining 19.6% of the variation (R

68 y important genotypes and phenotypes accrue, predictive abilities for contaminant metabolism in parti

69 tion in these systems is critical to improve predictive abilities for future climate scenarios.

70 e simulation mechanism underpinning superior predictive abilities for upcoming actions.

71 tors studied, while only having overall poor predictive ability for 1 of the 38 compounds.

72 Lactate clearance had significant predictive ability for 28-day mortality in patients with

73 All risk scores had only modest predictive ability for bleeding, whether on vitamin K an

74 ombined by pathway and weighted according to predictive ability for chemical intake rates inferred fr

75 The FOBS items had a good predictive ability for fear and worries about the forthc

76 study fits within the literature of limited predictive ability for heart failure readmissions.

77 identified in our study notably improved the predictive ability for HOMA-IR beyond classical risk fac

78 pic changes similar to T-MOC, confirming its predictive ability for in vivo drug response.

79 The predictive ability for multiple models using combination

80 ene essentiality did not correlate well with predictive ability for our reference list of synthetic l

81 Individual experiments show poor predictive ability for rediscovering known obesity-assoc

82 0 authentic standard metabolites, shows good predictive ability for retention times of a range of met

83 weeks' postmenstrual age indicated that the predictive ability for serious respiratory morbidity inc

84 Cognitive Assessment had the highest overall predictive ability for severe cognitive impairment (AUC,

85 coverage, overlap of annotated metabolites, predictive ability for single gene essentiality with a s

86 reference list of essential genes; and that predictive ability for single-gene essentiality did not

87 Dozen list and Bonferroni biomarker list for predictive ability for suicidal ideation (SI) and for fu

88 characteristic curve indicated an excellent predictive ability for the constructed orthogonal partia

89 imulus constituted a match or not, which had predictive ability for the monkey's choice.

90 Complete (100%) predictive ability for this RNA training set was achieve

91 ile modeling research needs to improve model predictive ability for those highly predictive component

92 isk stratification scheme with a significant predictive ability for thromboembolism among lone AF pat

93 and ER-AF = early recurrent AF), had better predictive ability for VLRAF (AUC 0.782) than the APPLE,

94 For the cultivar Victoria, mean predictive abilities higher than 99% were achieved for b

95 The risk model exhibited good predictive ability (Hosmer-Lemeshow test, P=0.78) and di

96 ify patients at risk for HCC, and tested its predictive ability in a large set of patients with cirrh

97 ch on a compendium of 5,372 GEPs showing its predictive ability in correctly identifying kinases regu

98 GRPS) to aid schizophrenia diagnostics, with predictive ability in independent cohorts.

99 studies suggested that this may overestimate predictive ability in independent data sets.

100 eneration--and shows significantly increased predictive ability in models that include all three of t

101 "DNAm GrimAge", is notable for its superior predictive ability in older populations regarding numero

102 rtant to understand the limitations of their predictive ability in other ancestral groups.

103 lent interactions can form the basis for any predictive ability in tailor-making real-world catalysts

104 As expected, predictive abilities increased linearly with the size of

105 , the four species-specific models with good predictive abilities indicated range expansion in one sp

106 r the first time, the significantly improved predictive ability is demonstrated in the large-scale te

107 ecosystem context; and remembering that our predictive ability is limited and will remain so for the

108 explain invasions after they happen, but our predictive ability is limited.

109 cirrhosis in a general population, but their predictive ability is modest.

110 obtained from standard 12-lead ECGs, but its predictive ability is not established.

111 ts with or at high risk for CAD, but greater predictive ability is provided by high N (Q4 >6.6 x 10(3

112 Yet, this predictive ability is still largely missing because modu

113 Their predictive ability is, however, still uncertain.

114 The predictive abilities of 24-h dietary recalls and a food-

115 te analysis on the VOMs data set resulted in predictive abilities of 90% as evaluated by the cross-va

116 nd net reclassification improvement compared predictive abilities of AAC and FRS.

117 The predictive abilities of all scoring systems decreased wi

118 k factors, no difference was observed in the predictive abilities of BMI-for-age and waist-to-height

119 This meta-analysis aimed to compare the predictive abilities of C-reactive protein and procalcit

120 s applied to the analytical results, and the predictive abilities of different classification methods

121 ait change in response to climate change and predictive abilities of mechanistic vegetation models.

122 The predictive abilities of models resulting from the four p

123 y identify children with adverse values, the predictive abilities of the BMI-for-age z score and wais

124 showed a substantial decrease in each of the predictive abilities of the model compared with their or

125 ) index was used to evaluate and compare the predictive abilities of the model containing longitudina

126 The predictive abilities of the models were assessed by inte

127 The predictive abilities of the proposed approach were compa

128 ghest level of accuracy, and investigate the predictive abilities of the scoring systems in persons w

129 ailable from maize as a model to compare the predictive abilities of three different omic data source

130 Herein, we assess predictive abilities of univariate and multivariate geno

131 ling techniques to determine the independent predictive ability of (123)I-MIBG imaging for mortality

132 We tested the predictive ability of 5 risk schemes: the Atrial Fibrill

133 rrect differentiation between species with a predictive ability of 83.3%.

134 A predictive ability of 97% or better (depending on the cl

135 The predictive ability of a model that included these molecu

136 n combination with CRP modestly improved the predictive ability of ACS beyond the Framingham risk sco

137 In conclusion, differences in predictive ability of algorithms depend on the type of t

138 dels and demonstrate a sharp decrease in the predictive ability of all models compared with their pre

139 of the identified metabolites, improved the predictive ability of all-cause mortality over tradition

140 These data demonstrate the predictive ability of baseline CIWA-Ar score, age, and s

141 ive: The aim of this study was to define the predictive ability of BOS 0-p in single-lung transplanta

142 This study compared predictive ability of CHA2DS2-VASc and CHADS2 ischemic s

143 regression analysis was used to examine the predictive ability of combinations of characteristics.

144 To examine the predictive ability of coronary artery calcium (CAC) scor

145 onal populations responsible for linking the predictive ability of cues and generalization of fear re

146 The predictive ability of current methane emission models re

147 ition as a response, this study compared the predictive ability of DGT-measured Ni with acid volatile

148 ults indicate that a major proportion of the predictive ability of DGVMs with respect to vegetation d

149 The predictive ability of dietary assessment methods to esti

150 SpCLR4 (a dimethyltransferase) and suggest a predictive ability of double-reciprocal velocity plots f

151 formation significantly helps to improve the predictive ability of DTH in unobserved environments.

152 haracteristic curve was used to evaluate the predictive ability of each scoring system.

153 The increase in predictive ability of exercise information for death and

154 The predictive ability of existing dementia risk models is a

155 (a) provide an empirical illustration of the predictive ability of five commonly applied statistical

156 The predictive ability of GOLD 2011 did not differ significa

157 in Gleason 3 + 4 and 4 + 3 cancers, and the predictive ability of GS from a standardized review vers

158 We evaluated the predictive ability of HCV RNA levels at end of treatment

159 The predictive ability of identified networks was then teste

160 The authors examined the predictive ability of individual and combined questionna

161 Among nonfragmented biopsy specimens, the predictive ability of Ishak staging was enhanced; howeve

162 The superior predictive ability of joint-family QTL models despite im

163 e of fruit and vegetable intake; explore the predictive ability of knowledge, attitude, and self-iden

164 asure of LD, which stands in relation to the predictive ability of LD.

165 In addition, we also validate the predictive ability of LMTRDA in human diseases including

166 We aimed to analyze the predictive ability of LS at SVR for liver complications

167 We aimed to analyze the predictive ability of LS at SVR for liver complications

168 eveloped, but none to date have assessed the predictive ability of lung function in a population-base

169 Our results confirm that the predictive ability of LUR models based on relatively sma

170 findings within the context of the relative predictive ability of maternal and progeny cues, costs a

171 npoint specific ways in which to improve the predictive ability of metabolic models, and highlight on

172 We aim to assess and summarize the overall predictive ability of ML algorithms in cardiovascular di

173 The predictive ability of ML algorithms in cardiovascular di

174 The primary outcome was a composite of the predictive ability of ML algorithms of coronary artery d

175 The overall predictive ability of model 1 with 3 variables (temperat

176 n that interfere with the interpretation and predictive ability of models and has widespread applicab

177 ions suggest that ecologists can enhance the predictive ability of models by designing experiments th

178 ic organism) was only 3% to 5% less than the predictive ability of models requiring a blood draw and/

179 s of metabolites and samples can improve the predictive ability of models, and techniques such as gen

180 rkers in the regression further improved the predictive ability of models.

181 s study sought to prospectively evaluate the predictive ability of nGA for the conventional clinical

182 prospective studies are needed to assess the predictive ability of NLR and how it can be applied in t

183 ch mortality and morbidity increased and the predictive ability of noncustomised (accounting for gest

184 d a warmer-than-present world and assess the predictive ability of numerical climate models.

185 We evaluate the predictive ability of our ensemble approach during the 2

186 The predictive ability of perceived health attenuated over t

187 regression models were used to evaluate the predictive ability of pro-SFTPB in addition to known lun

188 ntly support predictions based on the higher predictive ability of progeny environmental cues.

189 This study was designed to demonstrate the predictive ability of quantitative indocyanine green (IC

190 Predictive ability of questionnaire items assessed in th

191 d in a prospective cohort study and compared predictive ability of race-combined vs race-stratified m

192 en individual model simulations and the poor predictive ability of raw model outputs.

193 e of overall survival nor do they affect the predictive ability of rCBV measures on overall survival.

194 The goodness of regression model fit and the predictive ability of regression model were greatest in

195 This study was designed to evaluate the predictive ability of renal elasticity in patients with

196 udies enable detailed investigation into the predictive ability of risk models.

197 d C statistics were calculated to assess the predictive ability of risk scores to discriminate progre

198 Earth system science problems, improving the predictive ability of seasonal forecasting and modelling

199 The predictive ability of serial changes in physiology varie

200 prediction of progression of MCI group, the predictive ability of SNP information extended beyond we

201 haracteristic curve was used to evaluate the predictive ability of SOFA scores at each time point.

202 in the analysis can profoundly influence the predictive ability of specific models.

203 gful in ADHF patients and interplay with the predictive ability of sST2.

204 ion-free mechanistic models and matching the predictive ability of statistical niche models fit to oc

205 ion intervals were calculated to measure the predictive ability of structure-function models incorpor

206 x proportional hazards analysis assessed the predictive ability of SV/ESV.

207 The predictive ability of targeted biopsy for differentiatin

208 The added predictive ability of the biomarkers was supported by ne

209 We tested the predictive ability of the CHA(2)DS(2)-VASc, CHADS(2), an

210 tive of this study was to evaluate the added predictive ability of the CHA(2)DS(2)VASc prediction rul

211 ith AF and did not significantly improve the predictive ability of the CHADS(2) or CHA(2)DS(2)-VASc s

212 using multiple training sets to evaluate the predictive ability of the classifiers, which showed 93.7

213 lic syndrome did not significantly alter the predictive ability of the definition under AROC curve cr

214 s components did not significantly alter the predictive ability of the definition under AROC curve cr

215 of fungal trait variation could improve our predictive ability of the early and midstages of wood de

216 The predictive ability of the Einhorn and Beyer prognostic m

217 ele-specific Lp(a) levels did not add to the predictive ability of the FRS or RRS or to Lp(a).

218 Whether age affects the predictive ability of the GCS for severity of TBI (deter

219 All risk scores improve the predictive ability of the GRACE (Global Registry of Acut

220 se to five controls) was used to investigate predictive ability of the KDRI for graft survival in HIV

221 In the cocaine abusers, the predictive ability of the late positive potentials and a

222 The predictive ability of the methods was evaluated using a

223 e-curve (AUC) analysis, we then examined the predictive ability of the Mini Mental State Examination,

224 rate of alpha-cypermethrin and validates the predictive ability of the model on another azole with a

225 using multiple logistic regression, and the predictive ability of the model quantified using a boots

226 inated the red from the white rice bran with predictive ability of the model showed a satisfactory cl

227 In a third simulation, we illustrate the predictive ability of the model with respect to empirica

228 d coronary artery calcification improved the predictive ability of the model, from 0.73 to 0.77 (p =

229 experimental data) strongly testifies to the predictive ability of the model.

230 These tests reveal excellent de novo predictive ability of the model.

231 of profiled metabolites slightly affects the predictive ability of the model.

232 The predictive ability of the models was confirmed by an ext

233 The predictive ability of the models was demonstrated for tw

234 rtments and tissues) strongly testify to the predictive ability of the models.

235 The addition of age and gender improved the predictive ability of the MoRT (0.59; 95% CI: 0.56, 0.62

236 ry Severity Score significantly improved the predictive ability of the MoRT (0.77, 95% CI: 0.74, 0.79

237 The predictive ability of the MoRT and the Charlson Comorbid

238 ristic analysis were conducted to assess the predictive ability of the MR radiomics features relative

239 iomyelitis incidence, it did not improve the predictive ability of the multivariable model.

240 provides the initial evidence regarding the predictive ability of the new classification of periodon

241 The SHOCSY algorithm improved the predictive ability of the orthogonal partial least-squar

242 We estimated risk ratios to analyze the predictive ability of the PBS overall and each of its co

243 We sought to determine the predictive ability of the planar QRS-T angle in patients

244 Using logistic regression, we evaluated the predictive ability of the presence of each component of

245 The efficiency and predictive ability of the proposed model are confirmed b

246 for the dichotomized score, and compared the predictive ability of the qPitt score to that of the PBS

247 In test sets, we examined the predictive ability of the risk scores on the different c

248 flexible and can be adjusted to improve the predictive ability of the score.

249 The predictive ability of the scores was evaluated using are

250 dict future nonword reading ability, but the predictive ability of these areas depended on age.

251 iponectin and 0.46 for GLDH, indicating good predictive ability of these biomarkers.

252 The predictive ability of these imaging parameters was asses

253 The predictive ability of these models was assessed by using

254 of confounding factors, greatly improves the predictive ability of these models.

255 mong patients with kidney injury pre-LT, the predictive ability of this model may prove beneficial in

256 The predictive ability of this signature was reproduced usin

257 een 2010 and 2015, we compared the potential predictive ability of three approaches (epidemiologic ri

258 We checked the predictive ability of ThSSim against water temperature p

259 We sought to determine the predictive ability of total white blood cell (WBC) count

260 Our model outperforms the predictive ability of tPSA (AUC 0.71), used in clinical

261 We compared the predictive ability of tricuspid regurgitation (TR) and e

262 The resultant superior predictive ability of VF sensitivity from ganglion cell

263 asuring frailty in surgical populations with predictive ability on par with other frailty tools.

264 for pure and mixture samples, with excellent predictive ability on unknowns.

265 ct utilization of the Gene Ontology improves predictive ability, outperforming traditional models tha

266 orest time series modeling provides enhanced predictive ability over existing time series models for

267 atistically significant variability in their predictive ability over time and were most useful within

268 Genomic selection showed a high predictive ability (PA) in comparison to traditional pol

269 st squares (OPLS) analysis with good fit and predictive ability (R(2)Y > 0.9, Q(2) > 0.9).

270 earning algorithms are optimized to increase predictive ability rather than their aptitude to make ca

271 kers based on genomic features increases the predictive ability relative to the standard genomic best

272 incident atrial fibrillation (AF), but their predictive ability remains controversial.

273 Standard RECIST cut points demonstrated predictive ability similar to the alternate PR and PD cu

274 with no one method dominating all aspects of predictive ability studied.

275 to implement, their superiority in mortality-predictive abilities suggests that these could be used m

276 Our base model had greater predictive ability than existing models and was signific

277 Bayes Cpi, Bayes A, and RR-BLUB B had higher predictive ability than RR-BLUP and Bayesian LASSO.

278 erage climate model consistently has greater predictive ability than the precipitation/extreme climat

279 ed discriminant functions, which have a high predictive ability to determine differences between grou

280 The predictive ability to distinguish active from cured dise

281 f H-FABP, midkine and sTNFR2 had the highest predictive ability to identify AKI risk (AUROC 0.836).

282 ion of H-FABP, sTNFR1 and MK had the highest predictive ability to identify patients at risk of devel

283 Preoperatively sTNFR1 had the highest predictive ability to identify risk of developing AKI po

284 pal commercial waterways, adding significant predictive ability to near- and long-term forecasts of f

285 Standing requires the predictive ability to produce the observed muscle moveme

286 pace- and time-dependent components that add predictive ability to the RMBF, a major refinement that

287 To add predictive ability to ThSSim and considering that space-

288 Mathematical modeling provides the predictive ability to understand the metabolic reprogram

289 eening items were selected and evaluated for predictive ability using logistic regression in a cross-

290 11 HMs achieves accurate predictions, their predictive ability varies considerably when a model obta

291 Predictive ability was assessed by calculating C statist

292 S model was well calibrated overall, and the predictive ability was best for younger women.

293 r metastases from colorectal cancer, and its predictive ability was higher than that of CT/RECIST res

294 Its predictive ability was measured using the receiver opera

295 However, their incremental predictive ability was modest and their clinical utility

296 ovascular mortality (P < 1.23 x 10(-4)), but predictive ability was not improved beyond the tradition

297 An effective mathematical model with high predictive ability was obtained and chemical markers for

298 Biomarker predictive abilities were evaluated by area under the cu

299 model that includes lung function has strong predictive ability, which could improve eligibility crit

300 inations of questionnaire items improved the predictive ability with respect to severe disease beyond