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“…We utilise [Formula: see text] score, the harmonic mean of precision and recall, to show our system matches the state-of-the-art detection accuracy ([Formula: see text]: 0.793 vs. 0.799) in controlled conditions; has greater generalisation and robustness to variation of spatial parameters (camera viewpoint) in the real-world data-set ([Formula: see text]: 0.744); and at a fraction of the computational cost allowing classification at almost 30fps. …”
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“…The data here reported were calculated from ab initio quantum mechanical simulations at the DFT/B3LYP level, all-electron Gaussian-type orbitals basis sets and from the analysis of the phonon properties of the zinc sulphide polymorphs and of type-A CAp by means of the quasi-harmonic approximation. In addition, a correction to take into account the effects of dispersive forces was considered to obtain the dataset of type-A carbonated apatite. …”
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“…RESULTS: Almost one-third (32.7%) of the participants were diagnosed with MS based on the harmonized criteria, and one of the most significant risk factors is the elevated blood pressure. …”
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“…During the sensitivity simulations, a 2-DOFs (degrees-of-freedom) quarter-car model is considered, being excited by harmonic excitations. The selected suspension parameters were normally randomized according to the Gaussian probability distribution based on their nominal values and a 30% SD (standard deviation) with respect to the uniformly randomized excitation frequency. …”
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“…The curriculum consists of three components: recognizing and finding alternatives to habitual cognitive patterns; learning to use tools that enhance idea generation and originality; and harmonizing divergent thinking with the process of convergent thinking that is central to the scientific method. …”
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“…For example, its mean IoU (intersection of the prediction and ground truth regions over their union) and mean F1 score (evaluation metric for the harmonic mean of the precision and recall metrics) were 61.90% and 76.10%, respectively, which were 1.19% and 0.95% higher than the results of D-LinkNet (the winner of a road-extraction contest). …”
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“…The aim of this review article is to give an overview of the emerging field of nonlinear optics in dielectric based sub-wavelength periodic structures to realize efficient harmonic generators, wavelength mixers, optical switches etc. …”
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“…However, this is a limitation as it does not allow for detection of recombinants that occur frequently in sapoviruses. More studies with harmonized genotyping protocols that cover longer ranges of the sapovirus genome are needed to provide more information on the genomic characterization of sapoviruses circulating in African countries. …”
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“…Here we investigated the role of collagen fiber morphology on cancer cell migration using tissue engineered scaffolds based on high-resolution Second-Harmonic Generation (SHG) images of ovarian tumors. …”
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“…Although participants’ task was unrelated to the faces, the trustworthiness of the oddball faces had a strong influence on the response at 1.2 Hz and its harmonics. There was a stronger response for sequences with less trustworthy- versus trustworthy-looking oddball faces over bilateral occipitotemporal sites, medial occipital sites, and beyond. …”
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“…The models were compared based on injury severity prediction accuracy, sensitivity, precision, and harmonic mean of sensitivity and precision (i.e., F1 score). …”
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“…PopData utilizes a harmonized data request and approval process for data stewards and researchers to increase efficiency and ease of access to linked data. …”
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“…Although collagen formation was visualized by second harmonic generation, the cellular structure was determined by autofluorescence. …”
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“…The study was based on a data from the Research on Early Life and Aging Trends and Effects (RELATE), a harmonized cross‐sectional dataset with 147,278 respondents from 14 countries including Ghana. …”
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“…It administered the Harmonized Cognitive Assessment Protocol (HCAP), which consists of a pair of in-person interviews, one with the target respondent and one with an informant nominated by the respondent. …”
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