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1 oviding cross-platform and cross-laboratory 'ground truth'.
2 dule) based on the corresponding CT results (ground truth).
3 had corresponding expert-based segmentation (ground truth).
4 need for a reference genome to serve as the ground truth.
5 alysis methods on this data set with a known ground truth.
6 ely for clinical assessment and to establish ground truth.
7 d systems, which allows us access to a known ground truth.
8 n the absence of prior behavioral measure or ground truth.
9 the quality of flow estimates in absence of ground truth.
10 e in concordance with existing knowledge and ground truth.
11 ess patient sedation levels and were used as ground truth.
12 from Single-nucleotide polymorphism data as ground truth.
13 ificity of OCTA in detecting CNV using FA as ground truth.
14 ct to trio-based diplotype annotation as the ground truth.
15 e for retinal arteries and compared with the ground truth.
16 orescein angiography (FA) were referenced as ground truth.
17 ensemble prediction away from the (unknown) ground truth.
18 ss errors in spike sorting in the absence of ground truth.
19 hich the proposed technique was close to the ground truth.
20 y of a set of markers when there is no known ground truth.
21 Histology served as ground truth.
22 y opinion for each pathology was used as the ground truth.
23 n borders by a dermatologist are used as the ground truth.
24 sis is performed using GO curated dataset as ground truth.
25 ADS level, with histopathologic diagnosis as ground truth.
26 xpert panel of six radiologists provided the ground truth.
27 nd ischemic core segmentation serving as the ground truth.
28 res which correlated greater than 0.8 to the ground truth.
29 ve model and a radiomic test dataset without ground truth.
30 tracted from the ascending aorta was used as ground truth.
31 An additional chest belt provides the ground truth.
32 that, by definition, is not known and lacks ground truth.
33 merged clusters as well as concordance with ground truth.
34 lassifier methods, respectively) compared to ground truth.
35 ent datasets is difficult owing to a lack of ground truth.
36 ons by using morphological features as proxy-ground truth.
37 e performed to compare the prediction to the ground truth.
38 g simulated functional MRI data with a known ground truth.
39 e the model performance versus the annotated ground truth.
40 f training sets with subtissue labels as the ground truth.
41 le 'replication' may have led us astray from ground truth.
42 ostcontrast T1-weighted images served as the ground truth.
43 S. cerevisiae) using the GenAge database as ground truth.
44 re used as a training cohort to obtain clear ground truth.
45 are used as they offer the benefit of known ground truth.
46 ck, cross-platform solution for creating MS1 ground truth.
47 has never been applied in animals against a ground truth.
48 els from surrounding tissues compared to the ground truth.
49 heir effectiveness against a pre-constructed ground-truth.
50 (female) = 10), they represent generalizable ground-truths.
51 ificantly reduced the mean error against the ground truth (-25% +/- 10.6 to -18.4% +/- 12.6; P < .001
54 predictions and those that are enriched in 'ground truth' aging-related data; (iii) providing eviden
55 tween our predicted aging-related genes and 'ground truth' aging-related genes; (ii) observing signif
58 n with a complex climatology, we conducted a ground-truthing analysis of two 4 km GHC temperature pro
61 es without access to histochemically stained ground truth and presents an agreement of 98.5% with the
62 sensitivity and specificity with respect to ground truth and to construct a receiver operating chara
64 al classes in a spatial arrangement matching ground truth, and further identified multiple classes of
65 n is 0.51 +/- 1.07 degrees C higher than the ground truth, and is most accurate at low air speeds, wi
66 PennSeq using both simulated data with known ground truth, and using two real Illumina RNA-Seq data s
67 both synthetic and real-world networks with ground-truths, and compared it with seven state-of-the-a
69 n one synthetic and three real datasets with ground truth annotation or manually labeling, SynQuant w
72 tcomes versus human diagnoses as a source of ground truth, are eliminating the direct role of patholo
73 points (baseline and 1-year follow-up) with ground truth articular (femoral, tibial, and patellar) c
75 of cyclic peptides, but it relies on wet lab ground truth biological data that are scarce, sparse, an
76 hich dedicated breast MR imaging reports and ground truth (biopsy for cancer cases, 1-year follow-up
77 -over-union (IOU) value between detected and ground truth boxes are calculated to obtain precisions a
79 an be computed without any knowledge of the 'ground-truth', but takes advantage of certain properties
80 convenient, seemingly effective proxies for ground truth can be an important source of algorithmic b
84 arisons of MERs using 106 manually segmented ground-truth cells with different sizes and seven CIS al
85 served during previous surveys were used for ground truth classification algorithms based on size and
88 he CNVs detected from WGS data as a proxy of ground truth, CNV-espresso significantly improves precis
90 Results were evaluated against a panel of ground truth compounds and compared to other clustering
91 e them on a common input dataset, absence of ground truth, computational cost of calling orthologs).
93 ermatopathologists established interobserver ground truth consensus (GTC) diagnosis for 499 previousl
94 ference matrices (GLNDM) were extracted from ground truth contour and from manual contours provided b
98 orks on a subset of images from London using ground truth data at high spatial resolution from offici
99 segmentation accuracy of our algorithm with ground truth data for the test images and results from s
100 of input data size by using alternative long ground truth data generated by simulations of the CARP m
102 ollegiate football games and practices, with ground truth data labels established from video review.
103 el to estimate a paper's replicability using ground truth data on studies that had passed or failed m
104 n satellite images and validated by means of ground truth data provided by the EU Life Alta Murgia Pr
106 (VIs), weather parameters, geolocation, and ground truth data, resulting in a model with the highest
111 ted the method by comparing our results with ground-truth data derived from manual analysis as well a
112 An imaging system was developed to provide ground-truth data of cell coverage concurrently with dat
114 rformance of the model is evaluated based on ground-truth data, by measuring correlation of variation
119 After validating this approach using two ground truth datasets consisting of synthetic peptides a
120 d also be used to build larger, high quality ground truth datasets to train novel deep learning model
124 ve rates for each of the five assays against ground truth defined by spectral karyotyping, in additio
126 Common barriers include lack of reliable ground truth due to inter- and intra- reader variability
127 enefits from a reliable immunohistochemistry ground truth during labeling, overcomes class imbalances
128 On two Mock Virus Community datasets with ground truth, each sequenced on a different PacBio instr
129 e match between EVM-based heart tracking and ground truth ECG, from both color (RGB) and infrared (IR
130 ur dual-metric strategy does not rely on any ground truth, either established or assumed, of the path
131 hms across an extensive, curated database of ground-truth electrophysiological recordings, displaying
132 ion of the high-level domain then uses it as ground-truth embedding to improve the representation lea
135 brafish) and five laboratories, we show that ground truth estimation from multiple human annotators h
136 alysis pipeline integrating data annotation, ground truth estimation, and model training can mitigate
139 ID achieves higher accuracy on simulated and ground-truth experimental datasets, and better robustnes
140 nual thresholding, and, (ii) labor-intensive ground-truth expert annotation required for learning-bas
145 Model outputs were compared with manual ground truth for accuracy of segmentation and flow measu
150 on coefficient between method prediction and ground truth for COVID-19 cases was calculated as 0.92 f
151 racteristics and extent, but also supply the ground truth for developing of computer-aided diagnosis
155 panel of retinal specialists determined the ground truth for our data set before experimentation.
159 rom 396 vaginal microbiome samples where the ground truth for the feature selection was available.
160 e coefficient and percent feature error from ground truth for the vast majority of the features being
161 ony tension evolutions correlate better with ground truth for these synthetic geometries as compared
166 seen in AD patients, in order to provide a "ground truth" for evaluating the various methods of TBSS
167 creating such a measure, and there are few "ground truths" for validating the effectiveness of poten
168 e in tropical species and provide necessary "ground-truthing" for simulations of the large predicted
169 the difficulty of determining a biological 'ground truth' for binding site similarity we conclude th
171 cause standard supervised learning requires 'ground-truth' functional annotations, which are lacking
172 rcentage of assessments within 7 days of the ground truth GA was comparable (90.7% for the index test
173 Credentialed sonographers established the "ground truth" GA via transvaginal crown-rump length meas
174 ivo in situ hybridization expression data to ground truth gene interactions predicted by the GRN and
178 uations on synthetic data, validations using ground truth in-vitro and in-vivo recordings, and compar
180 wo study datasets including manually labeled ground truth, initial seeds and the crawling results rep
181 to eight embedded penetrance function (i.e. ground-truth) interactions, including a five-way, involv
182 ons of mouse hippocampal area CA1, for which ground truth is available from extensive previous work i
185 sess performance on empirical data where the ground truth is unknown, we introduce a phylogeny-based
187 al data profiles in a way which combines the ground-truth-knowledge of synthetic data and the realist
188 aging data, especially in applications where ground truth labels are unavailable or hard to obtain.
190 l was locally validated and used to generate ground truth labels for the 197 540-image dataset based
191 itative chemical shift-encoded MRI and using ground truth labels generated from participants of the L
192 er, it is challenging because of the lack of ground truth labels which complicates the validation of
193 re co-registered with thoracic CT to provide ground truth labels, and 87 quantitative imaging feature
197 a collection of C ++ programs for simulating ground truth LC-MS data and the subsequent application o
199 on par with human scoring, as measured from ground-truth manual annotations of thousands of clips of
201 nsitivity and specificity for detecting both ground-truth markers and interactions, compared with pre
202 automatically detected fibrotic regions from ground truth Masson's trichrome stained histopathology w
204 ap in knowledge, we combined independent and ground truth measurements of cytoarchitectonic regions a
207 bjects with and without the textile provided ground-truth measures of the true physical surface relie
208 by 12 pigs were analysed by eye to provide 'ground truth' measures of startle magnitude and freeze d
212 llular environments, which can then serve as ground truth models for assessing and optimizing methods
214 We show that our method can recall more ground-truth molecules, molecule fragments, and isotopes
215 trieval, achieving an accuracy comparable to ground-truth morphology and outperforming baseline metho
216 7,700 manually labeled nuclei serving as the ground truth, MPAV was able to achieve a superior perfor
219 validate the method against manually-traced ground-truth networks, and calibrate the sub-resolution
220 ingle cell transcriptional data from a known ground truth obtained from mathematical models of cellul
226 ghted where animal-borne cameras allowed the ground-truthing of data sets collected with depth record
228 structural characterization can detail the 'ground truth' of antibody-antigen interactions, but comp
231 a were nearly as consistent with the assumed ground-truth parameter values as estimates derived from
234 es obtained from 16 donors was compared with ground-truth porosity by using micro-computed tomographi
235 ed ad hoc, until tracks accord with periodic ground truthed positions, obtained via a secondary means
236 predict protein abundance levels with median ground truth-predicted correlation values between 0.2 an
237 are: (1) synthesis of fMRI time series from ground-truth pRF parameters, (2) implementation of four
238 -phase enrichment positively correlated with ground-truth proliferation rates in genomically stable b
240 ration of synthetic MSI data sets with known ground truth, providing a means of external clustering e
241 t-day terrestrial analogue sites are crucial ground truth proxies for studying life in geochemical co
242 ater samples and is a valuable approach for "ground truthing" qPCR data obtained in different laborat
243 measured by the methodology were compared to ground truth quantifications produced by two annotators.
245 are 1.94 +/- 0.90 degrees C higher than the ground truth readings for all measurements taken in the
246 r algorithm achieves better consistency with ground-truth recombinations compared with a haplotype-ag
249 were trained on subsets of manually defined ground-truth regions from >700 leaves representing 50 so
251 F/NF) was assessed through randomly selected ground truth samples from high spatial resolution images
252 ajority-vote ensemble were evaluated against ground truth segmentations using Dice score, average sym
254 models, using our manually curated data as a ground truth set, showed that post-mining processing can
257 e localization error, we can approximate the ground truth spatial variation for each pair of loci to
258 's usefulness for determining a comparison's ground-truth state, conclusive decisions predicted their
260 idden features in synthetic data, as well as ground-truth stimulus features in a prototypical neural
265 he presence of CME on either modality as the ground truth; subgroup analysis was performed according
266 plex non-linear dynamical systems with known ground truth, such as the microprocessor as a validation
268 h a radiomic training dataset, including the ground truth survival for designing a predictive model a
271 elves were taken as the underlying model of 'ground truth', the estimator converged to the 'true' val
273 he provenance of knowledge from experimental ground truth to gene function predictions and annotation
274 d be used as an objective metric in lieu of 'ground truth' to evaluate the quality of probes and micr
275 sed on a simulated human brain data set with ground truth tracts, we organized an open international
277 arative genome-wide association analysis and ground-truth validation demonstrated that both UsIn-PHe
278 rats, and show that these data can serve as ground-truth validation for the performance of spike-sor
279 eptionally powerful and high throughput, the ground-truth validation of these methods is difficult: I
280 d TL PINN-estimated RSF parameters and their ground truth values show excellent agreements thus demon
282 g pipeline SNPiR in 12 RNA-seq samples using ground-truth variants from paired exome sequencing data.
288 d comparisons of simulated networks of known ground truth, we find MERLIN reconstructs regulatory pro
289 Although such resources are often treated as ground truth, we find that in widely used reference data
290 Taking human annotation of cAT EM data as ground truth, we show that our algorithm detects synapse
291 n with remote sensing, supported by rigorous ground-truthing, we project changes in suitability for c
292 g, and consensus radiologists' rating to the ground truth were 0.76 (95% CI: 0.63, 0.89), 0.49 (95% C
293 Correlations between model performance and ground truth were assessed using intraclass correlation
294 nia, consolidation), the labels assigned as "ground truth" were unreliable, suggesting that the resul
295 etic image datasets are generated with known ground truth whereby the number of single molecules vari
296 thologist whose classifications were used as ground truth with moderate Cohen's kappa kappa = 0.55 an
298 ns from the proposed method match the manual ground-truth with much higher Dice Ratios than other sin
299 eological paleo-tectonic reconstructions and ground-truthed with new Hf-Nd isotope data, suggest that