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1 of both the "Target" and, by extension, the "Observer".
2 le (images in, estimates out) Bayesian ideal observer.
3 dicted by this reliability-weighted TM (RTM) observer.
4 followed by GAT readings by a second masked observer.
5 itive control the environment affords to the observer.
6 the relevance and locus of the threat to the observer.
7 ral backgrounds is also predicted by the RTM observer.
8 ce between the algorithm and the independent observer.
9 hen this TM observer is the Bayesian optimal observer.
10 nds on their orientation with respect to the observer.
11 t of 13 possible topics, recorded by trained observers.
12 ver correlation (precision) was 0.95 between observers.
13 pared with the median of the remaining seven observers.
14 easurements between TT and two masked manual observers.
15 , and the urothelium was annotated by expert observers.
16 ponses in color-anomalous and normal control observers.
17 ate it's use for research involving multiple observers.
18 were performed in two rounds by two trained observers.
19 ess agreement among measurements and between observers.
20 r severe air pollution compared with Chinese observers.
21 sing non-stereoscopic cues than neurotypical observers.
22 ral face discrimination responses across all observers.
23 s was performed independently by two blinded observers.
24 ion models do not consider variation between observers.
25 were manually annotated by five experienced observers.
27 However, most of what we know from ideal observers about visual processing and performance derive
28 On a lesion level (dichotomous scale), the observers agreed on the number and location of bone meta
31 hted kappa coefficients for inter- and intra-observer agreement for the group of radiologists and bet
39 ility of the definition of the LAA ostium, 3 observers analyzed all time frames in each patient 3 tim
40 ) and three control models (distance between observer and actor, number of people, HMAX-C1), we found
43 es on CT scans were visually assessed by two observers and categorized as showing improvement, stabil
47 nto subsystems is a subjective choice of the observer, and hence should not affect the predictions of
49 otential, a late slow wave that appears when observers are aware of a stimulus, but disappears when a
51 om various paradigms traditionally show that observers are aware of surprisingly little of the world
52 fixation behavior, while differences between observers are interpreted as a "noise-ceiling" that stri
53 r, we found that the P3b does not track what observers are perceiving, but instead tracks what observ
54 imuli, the P3b is nowhere to be found unless observers are reporting the contents of their experience
56 e, while 2D radiographs interpreted by human observers are still the gold standard for clinical trial
57 pendently to each eye of 11 normally-sighted observers as they fixated a target dot presented only to
61 ity in association with, and do not consider observer-based functional outcomes related to distress.
66 VAC-Nepal is a large-scale, participant- and observer-blind, individually randomized, controlled tria
70 ity data from an ongoing placebo-controlled, observer-blinded dose-escalation study (ClinicalTrials.g
71 nse data from an ongoing placebo-controlled, observer-blinded phase I/II coronavirus disease 2019 (CO
72 on longer-term AVF patency, we performed an observer-blinded randomized controlled trial at three un
74 OPICS1) was a single-center, 1:1 randomized, observer-blinded, active-comparator-controlled, superior
77 n ongoing multinational, placebo-controlled, observer-blinded, pivotal efficacy trial, we randomly as
79 r-blinded, phase 2 noninferiority trial with observer blinding for osocimab doses, conducted at 54 ho
80 atients with PCa was very high among trained observers, both on a patient level and on a lesion level
83 sks with natural stimuli and shows how these observers can be used to predict and understand perceptu
85 on that encodes predominantly the outcome of observers' causal inference (i.e., common vs separate ca
87 in terms of Bayesian inference, whereby the observer computes the probability that the whole entity
88 dary extension, a memory distortion in which observers consistently recall a scene with visual inform
92 sets that include mandatory vessel logbooks, observer datasets, and high-resolution geospatial vessel
94 icting EPE and BRFS with a similar degree of observer dependence.(C) RSNA, 2020Keywords: MR-Imaging,
95 STATEMENT When engaging in face recognition, observers deploy idiosyncratic fixation patterns to samp
96 mated in digital images correlate with human observer detection-localization performance for signals
98 ation experiments are laborious and prone to observer errors, leading to the necessity for automated
99 We tested the accuracy and reliability of observers' estimates of the visual direction of previous
100 9) and highly significant independent of the observer, evaluation round, and CBCT section thickness.
103 In the most extreme case, almost a third of observers failed to notice when less than 5% of the visu
104 a 100-image subset with two groups of human observers: fellowship-trained radiologists and orthopedi
106 agnetic resonance imaging (fMRI) study human observers (female and male) were presented with synchron
108 ents were obtained with the Icare ic200 by 1 observer followed by GAT readings by a second masked obs
110 or elevation map patterns were assessed by 1 observer for loss of regular isopachs, displacement of t
111 nt efforts to develop image-computable ideal observers for a range of tasks with natural stimuli and
113 OCT images were evaluated independently by 3 observers for number of detached layers (1 or 2), reflec
114 xtensive training on the saccade task, these observers gradually acquired the ability to perform simi
123 Obvious artifacts were found by an untrained observer in 13.6% and 6.4% of the synthetic mediolateral
125 d head-mounted virtual reality (VR) to place observers in immersive, dynamic real-world environments,
126 we recorded vergence eye movements from ten observers in response to four types of stimuli that isol
130 ere camera-trapped on 40 occasions and eight observers independently identified individuals and recap
137 patient was determined across the different observers (interobserver) and within each observer's own
138 ceptual expertise for a class of stimuli, an observer invariably encounters novel exemplars from this
142 edibly documented by a contemporary Japanese observer, is a plausible contributor to the elevated sul
143 focal actor may introduce unique effects on observer judgment, this research establishes an empirica
146 r psychophysical experiments, in which human observers localized auditory signals that were presented
149 his end, we manipulated whether or not human observers (male and female) covertly attended the locati
150 nd recording neural activity using MEG while observers (male and female) were acquiring and exploitin
154 hues, yet previous work suggests that these observers may experience the world to be more colorful t
155 ately Bayesian to simple heuristics-that the observers may have adopted to update their beliefs about
157 . observers' mean was lower than between any observers' mean against each other in the ONL (0.77 +/-
158 ent analysis showed that bias between TT vs. observers' mean was lower than between any observers' me
159 ork to determine how well ALAN accounted for observer metrics compared to other commonly used metrics
163 Instead, it is well captured by an ideal observer model with efficient encoding and Bayesian deco
164 sing a non-prewhitening-matched mathematical observer model with eye filter (d'(NPWE)), task transfer
167 he AAo and MPA, relative differences between observers never exceeded 6% in any vessel and showed exc
168 ntify lesion-detection performance for human observers, no significant differences were observed for
170 ention shifts to locations within and beyond observers' oculomotor range via their disruptive, attent
172 n both partners were measured by independent observers or separately in space and time (mean r = 0.01
173 were either the concordant grades of the two observers or the majority grades, including those given
175 o engage in velocity-based synchrony affects observers' perception of coordination and their aestheti
176 itical question by studying task-based human observer performance in detecting and localizing signals
177 2020Keywords: MR-Imaging, Neoplasms-Primary, Observer Performance, Outcomes Analysis, Prostate, Stagi
182 so that the standard template-matching (TM) observer performs equally well whether or not the noise
184 miners, correlated with each other for inter-observer precision and correlated with an expert observe
188 sed to improve the vision of color-deficient observers principally modify the illuminant and are larg
190 y CT [DECT, n = 20]) studies were evaluated: observers quantified CT patterns (including the extent o
194 ptual novelty, that determined whether adult observers' reaction times reliably reflected the agent's
197 mizes precision, report the intra- and inter-observer reliability, and to advocate it's use for resea
199 cortex reflect the sensory uncertainty that observers rely on in their decisions, providing critical
205 ector (~250 m) suggesting that marine debris observer reporting focused in this sector may be most ef
207 ng CMR-FT had fair and good intra- and inter-observer reproducibility and had superior reproducibilit
210 impact of changes in image texture on human observer's ability to perform signal detection and local
211 s information on gaze direction, guiding the observer's attention to the relevant object, has remaine
213 are markedly less effective at orienting an observer's attention when they are seen as deflected in
214 o significant differences between TT and any observer's average outer nuclear layer (ONL) (p = 0.998)
216 nal excitability is easily suppressed by the observer's expectations about object weight and that thi
217 P300 is modulated by any factor affecting an observer's expectations, not only target probability.
219 et's level of distress and the impact of the Observer's familiarity with the Target on empathic behav
220 nd of representation of the scene and of the observer's location but the form this might take is deba
221 Observation of object lifting activates the observer's motor system in a weight-specific fashion: Co
223 ce is that after signals compatible with the observer's self-motion are suppressed, the direction of
225 instead suggest that confidence reflects the observer's subjective probability that they made the bes
226 les) how motor resonance is altered when the observer's weight expectations, based on visual informat
228 Q-5D), surgical scar assessment (Patient and Observer Scar Assessment Scale), and chronic pain (Doule
233 Three pediatric radiologists performed an observer study to assess anatomic structures with low ob
237 ion status, the presence of halo and overall observer suspicion of malignancy) and were correlated wi
238 cifications, ill-defined borders and overall observer suspicion or impression (defined by well-known
239 We find that, like the ideal observer, human observers take a region-based approach to the orientatio
240 ut) is a particularly powerful type of ideal observer that explicitly models the flow of visual infor
241 An ideal observer is a theoretical model observer that performs a specific sensory-perceptual tas
242 When compared with the accuracy of human observers, the accuracy of the model achieved an expert-
243 adigm to assess the emotional valence of the observer to determine whether emotional contagion had oc
244 eous in complex environments, by allowing an observer to use information about its own behavior to in
245 cted in random order by 2 independent masked observers to assess the deep learning model as well as i
246 Color adaptation was measured by asking observers to identify 'unique yellow', appearing neither
250 l this gap, we measured the ability of human observers to report the speed of natural textures-which
252 nk brain activity with perceptual awareness, observers traditionally report the contents of their per
253 with or without Matrix-M1 adjuvant, and with observers unaware of trial-group assignments) in 131 hea
256 ovea, ocular cycloposition was assessed by 2 observers using 5 fundus photographs and 5 FoDi analyses
263 of cardiac cycles and has considerable inter-observer variability despite years of training(4,5).
265 itionally, the high intra-observer and inter-observer variability in grading can result in overtreatm
267 onsiderably simplify TMTV estimation, reduce observer variability, and facilitate the use of TMTV as
271 greement between interpretations of 1 masked observer was assessed (percentage, and kappa-statistic w
272 vertical distances of a visual target to an observer was investigated in parabolic flight during alt
278 the movement (i.e. towards or away from the observer) was found to be critical for the recognition o
280 g discrimination experiments with three male observers, we confirm this link and determine the quanti
281 contrast modulates then the Bayesian optimal observer weights the template at each pixel location by
282 splacement discrimination improved such that observers were able to see shifts as during fixation.
283 lue was calculated, and scores of individual observers were compared with the median of the remaining
285 Displacement discrimination thresholds of observers were high after participants were exposed to a
286 nt with scores assigned by eight independent observers were measured using receiver operating charact
287 esulted in a bias to do the opposite of what observers were motivated and paid to do, with associativ
290 y grades, including those given by the third observer, were correlated with patient outcomes in each
291 involves subtle facial muscle activation in observers when they perceive the facial emotional expres
292 systematically; predictions were better for observers who gave more extreme ratings to images subseq
293 ctions were tested psychophysically in human observers, whose measured differences in the diameters o
298 after such discovery, an initially agnostic observer would be led to conclude that there are more th
299 bition of the recruited neural circuits, the observer would perform the corresponding downstream acti