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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.
26                                              Observers (10 female, 5 male) reported rivalrous, fused,
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
29                                        Inter-observer agreement for detection of mrTDs was kappa0.77
30                                        Inter-observer agreement for mrTD was measured using Cohen's K
31 hted kappa coefficients for inter- and intra-observer agreement for the group of radiologists and bet
32            We determined that level of inter-observer agreement in the LR-1, LR-5, and LR-5V categori
33                            The overall inter-observer agreement of WB-DWIBS in the detection of osseo
34                                              Observer agreement was assessed by intraclass correlatio
35                                        Inter-observer agreement was assessed for the detection of oss
36                             Intra- and inter-observer agreement was excellent (ICC >0.99) and highly
37                                              Observer agreement, sensitivity, specificity, and diagno
38                       Image-computable ideal observer analyses underlie some of the most important re
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
41                 Additionally, the high intra-observer and inter-observer variability in grading can r
42                                       Normal observers and a placebo control showed no such changes i
43 es on CT scans were visually assessed by two observers and categorized as showing improvement, stabil
44 reement with findings from eight independent observers and generalized well to external data.
45                    Correlation between these observers and the expert (accuracy) was 0.94 and 0.97 re
46 odules may be inconsistent between different observers and time consuming for radiologists.
47 nto subsystems is a subjective choice of the observer, and hence should not affect the predictions of
48 elevated LV filling pressure was 92% for all observers, and specificity was 93+/-6%.
49 otential, a late slow wave that appears when observers are aware of a stimulus, but disappears when a
50                                         When observers are aware of simple visual stimuli, the P3b is
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
55 vers are perceiving, but instead tracks what observers are reporting.
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
58                                          The observer assessed 27 of 30 images reconstructed with 30
59 ameters of the entrance pupil ellipse for an observer at an arbitrary location.
60                                  Eight of 11 observers attained 5 degrees asymmetric convergence and
61 ity in association with, and do not consider observer-based functional outcomes related to distress.
62 s is extremely time-consuming and subject to observer bias.
63 exquisitely detailed information with little observer bias.
64 urements to increase throughput and minimize observer biases.
65                   We conducted a randomized, observer-blind, comparator-controlled (trivalent high-do
66 VAC-Nepal is a large-scale, participant- and observer-blind, individually randomized, controlled tria
67                             This randomized, observer-blind, multicenter, phase 2 study evaluated the
68                    This Phase I, randomized, observer-blind, placebo- and active-controlled study eva
69                           In this completed, observer-blind, randomized, placebo-controlled phase I t
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
73  diphtheria toxoid vaccine in a multicenter, observer-blinded trial.
74 OPICS1) was a single-center, 1:1 randomized, observer-blinded, active-comparator-controlled, superior
75           In an ongoing, placebo-controlled, observer-blinded, dose-escalation, phase 1 trial conduct
76                         We did a randomised, observer-blinded, phase 1 study in healthy adults in two
77 n ongoing multinational, placebo-controlled, observer-blinded, pivotal efficacy trial, we randomly as
78                     This phase 3 randomized, observer-blinded, placebo-controlled trial was conducted
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
81 those who previously punished as third-party observers but not those who punished as victims.
82 's (IATTC) tropical tuna purse-seine fishery observer bycatch database (2005-2015).
83 sks with natural stimuli and shows how these observers can be used to predict and understand perceptu
84                                              Observers can use monocular cues to deceive some of the
85 on that encodes predominantly the outcome of observers' causal inference (i.e., common vs separate ca
86                                    Fisheries observers collected data on the elasmobranch bycatch fro
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
89                                        Inter-observer correlation (precision) was 0.95 between observ
90                                        Intra-observer correlation for the expert was 0.98.
91                                      Healthy observers could detect sinusoidal gratings formed by the
92 sets that include mandatory vessel logbooks, observer datasets, and high-resolution geospatial vessel
93                               On each trial, observers decided whether signals come from common or se
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
97 tomics studies, yet this process is prone to observer error and bias.
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.
101 close spatial and temporal succession, human observers experience a percept of apparent motion.
102                             In a qualitative observer experiment, an enriched set of 100 scan-pairs w
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
105                                        Human observers (female and male) judged stimuli presented wit
106 agnetic resonance imaging (fMRI) study human observers (female and male) were presented with synchron
107 lar, reporting mechanism by longline fishery observers (fishery-dependent data).
108 ents were obtained with the Icare ic200 by 1 observer followed by GAT readings by a second masked obs
109 rver precision and correlated with an expert observer for accuracy.
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
112 tion of images was rated as excellent by the observers for kits than for modules (45% vs. 34%).
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
115  cue indicated the grating whose orientation observers had to discriminate.
116                                  The British observers have a stronger negative response under severe
117                                              Observers have tended to infer their effectiveness from
118                 We find that, like the ideal observer, human observers take a region-based approach t
119 nding on their behavioural relevance for the observer (i.e. edible or inedible objects).
120                                              Observers identified targets with various emergent featu
121 ultiplicity of crowding was then tested with observers identifying both features.
122         Thus, it would be advantageous to an observer if encountering or working on a feature from a
123 Obvious artifacts were found by an untrained observer in 13.6% and 6.4% of the synthetic mediolateral
124   Results There was absolute agreement among observers in 573 (68.2%) of 840 observations.
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
127 ata collected opportunistically by fisheries observers in the Azores archipelago.
128                       We suggest that visual observers increase their survey effort to all of Decembe
129                              Two experienced observers independently evaluated the (18)F-NaF PET/CT s
130 ere camera-trapped on 40 occasions and eight observers independently identified individuals and recap
131                     By contrast, informed by observers' inferred causal structure, the FEF-IPS circui
132                        Our results show that observers integrate audiovisual inputs weighted by senso
133                                          How observers integrate contrast modulation across orientati
134 dash cam video, which corresponds with lower observer intentionality judgments.
135 s using a staircase procedure while a set of observers intentionally attended to the periphery.
136  datasets from multiple species with minimal observer interference.
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
139                                     An ideal observer is a theoretical model observer that performs a
140 al activation between conditions in which an observer is or is not aware of a stimulus.
141 s uniform in the target region, then this TM observer is the Bayesian optimal observer.
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
144 true physical surface reliefs, against which observers' judgments could be compared.
145                            In contrast, when observers learn under more natural conditions, they make
146 r psychophysical experiments, in which human observers localized auditory signals that were presented
147                      In visual search tasks, observers look for targets among distractors.
148                 For nonvarying phase motion, observers made large errors in heading judgments.
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
151 fter intervention videos were assessed by an observer masked to time point.
152 graphics and multimodal imaging features, by observers masked to the original diagnoses.
153                                      In this observer-masked, randomised controlled trial treatment-n
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
156                           In the real world, observers may search for multiple classes of target in c
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
160                                              Observers misclassified 12.5% of all capture occasions,
161 sion cannot be captured by an ideal Bayesian observer model alone.
162                  We examined both an optimal observer model and an approximate Bayesian model in whic
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
165  across cues, in accordance with the optimal observer model.
166                      We recorded EEG from an observer monitoring two individuals who were occasionall
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
169            The algorithm and the independent observer obtained comparable Dice scores (P = .834) on t
170 ention shifts to locations within and beyond observers' oculomotor range via their disruptive, attent
171                                As soon as an observer opens their eyes, they have the immediate impre
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
174                Our results suggest that what observers perceive when auditory and visual signals inte
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
178                                              Observers performed a task in which they executed a sacc
179                                              Observers performed a yes/no detection task in which tex
180                                        Human observers performed an antisaccade task in which they we
181                                              Observers performed an orientation discrimination task.
182  so that the standard template-matching (TM) observer performs equally well whether or not the noise
183                    An image-computable ideal observer (pixels in, estimates out) is a particularly po
184 miners, correlated with each other for inter-observer precision and correlated with an expert observe
185 se boundaries in an attempt to improve inter-observer precision.
186                 116, 1592-1602 (2016)], most observers preferentially integrated information from loc
187 d estimated bias parameters that depended on observers' previous choices.
188 sed to improve the vision of color-deficient observers principally modify the illuminant and are larg
189                  In addition, an experienced observer qualitatively assessed the SPECT image quality
190 y CT [DECT, n = 20]) studies were evaluated: observers quantified CT patterns (including the extent o
191                                              Observers rated from 1 to 10 (worst to best) for edge de
192                              Two independent observers rated the success of the tool to delineate MTV
193 t perspectives reflected in self-reports and observer ratings.
194 ptual novelty, that determined whether adult observers' reaction times reliably reflected the agent's
195                                              Observers received two successive TMS pulses around thei
196  represented in a world-relative rather than observer-relative reference frame.
197 mizes precision, report the intra- and inter-observer reliability, and to advocate it's use for resea
198                 Here we show that, for adult observers, reliably manifesting an ability to track anot
199  cortex reflect the sensory uncertainty that observers rely on in their decisions, providing critical
200                            As a result, many observers remain skeptical of initiatives such as the Eu
201                                     A second observer repeated the measurements.
202                            During 2008-2016, observers reported 1326 marine debris items intercepted
203                                              Observers reported either the target direction (clockwis
204            Meanwhile, on half of the trials, observers reported the contents of their perceptual expe
205 ector (~250 m) suggesting that marine debris observer reporting focused in this sector may be most ef
206                          However, relying on observers' reports is problematic because it is difficul
207 ng CMR-FT had fair and good intra- and inter-observer reproducibility and had superior reproducibilit
208                   Each eye was measured by 2 observers, resulting in 100 videos.
209                                        Three observers reviewed all biopsies to assess the nature and
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
212                            Faces attract the observer's attention toward objects and locations of int
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)
215 w this information is encoded and used by an observer's brain is poorly understood.
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.
218 s and this signal is then used to update the observer's expectations.
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
222 nt observers (interobserver) and within each observer's own data sets (intraobserver).
223 ce is that after signals compatible with the observer's self-motion are suppressed, the direction of
224 llax and disparity signals attributed to the observer's self-motion.
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
227              In the visual masking paradigm, observers saw images of animals and objects that were vi
228 Q-5D), surgical scar assessment (Patient and Observer Scar Assessment Scale), and chronic pain (Doule
229                       To answer this, we let observers search for two colored targets among distracto
230 e movements using EEG and eye tracking while observers searched for multiple possible targets.
231                                              Observers showed a pessimism bias toward the presented a
232                                    Our human observer studies involve localization ROC (LROC) studies
233    Three pediatric radiologists performed an observer study to assess anatomic structures with low ob
234                            Here, in a within-observer study with five separate experiments, we demons
235 his information is limited by methodology or observer subjectivity.
236                                          Two observers supervised automated quantification of T2-weig
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
247                               Next, we asked observers to indicate whether all presented items were i
248 investigated whether communicative cues help observers to make sense of human interaction.
249                        When we adapted human observers to moving light edges or dark edges, we could
250 l this gap, we measured the ability of human observers to report the speed of natural textures-which
251                                          Can observers track sudden changes in probability?
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
254 or VOT observation records were completed by observers until treatment or study end.
255                                        Eight observers used CO-RADS to assess the scans.
256 ovea, ocular cycloposition was assessed by 2 observers using 5 fundus photographs and 5 FoDi analyses
257 est as well as subjectively by 2 independent observers using a 4-point scale.
258                Mean difference between the 2 observers using automated GAT videos was -0.3 mmHg (LoA,
259 chieved or approximated more simply by human observers using heuristic approaches.
260                Mean difference between the 2 observers using standard GAT was 0.09 mmHg (LoA,-3.8 to
261 rate as manual measurements, with less inter-observer variability and faster throughput.
262  harmonized, leading to a reduction of inter-observer variability by 30%.
263 of cardiac cycles and has considerable inter-observer variability despite years of training(4,5).
264                 In addition, we tested inter-observer variability in atrial biopsies from the CATCH-M
265 itionally, the high intra-observer and inter-observer variability in grading can result in overtreatm
266 rmodality agreement and intra- as well inter-observer variability were assessed.
267 onsiderably simplify TMTV estimation, reduce observer variability, and facilitate the use of TMTV as
268 timation method has been shown to have inter-observer variability.
269                        Female and male human observers viewed low- or high-passed images of round or
270                          In this experiment, observers viewed stimulus videos and performed a forced-
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
273          The kappa statistic between the two observers was 0.74 (95% CI, 0.57-0.91) representing subs
274                        Agreement between the observers was almost perfect on a patient level (3-categ
275            Overall agreement between the six observers was fair, with a kappa coefficient of 0.65 for
276               Agreement with the eight human observers was moderate to substantial, with mean linearl
277             No significant variation between observers was observed (ICC = 0.89, p < 0.001).
278  the movement (i.e. towards or away from the observer) was found to be critical for the recognition o
279                      Additionally, for every observer we obtained an objective index of neural face d
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
284                                              Observers were given either an informative precue to att
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
288                                We found that observers were often completely unaware of these drastic
289                         Still, we found that observers were unaware when a large portion of their fie
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
294  and were rated as more beautiful, providing observers with a stronger aesthetic experience.
295  have been proposed to improve the vision of observers with color vision deficiencies [1].
296  exposure to enhanced chromatic contrasts in observers with reduced spectral discrimination.
297                                       Eleven observers wore bright red glasses for five 1-hr periods
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
300                              A Bayes-optimal observer would take the level of sensory uncertainty int

 
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