Predicting vasovagal reactions to needles with anticipatory facial temperature profiles

Around one-third of adults are scared of needles, which can result in adverse emotional and physical responses such as dizziness and fainting (e.g. vasovagal reactions; VVR) and consequently, avoidance of healthcare, treatments, and immunizations. Unfortunately, most people are not aware of vasovagal reactions until they escalate, at which time it is too late to intervene. This study aims to investigate whether facial temperature profiles measured in the waiting room, prior to a blood donation, can be used to classify who will and will not experience VVR during the donation. Average temperature profiles from six facial regions were extracted from pre-donation recordings of 193 blood donors, and machine learning was used to classify whether a donor would experience low or high levels of VVR during the donation. An XGBoost classifier was able to classify vasovagal groups from an adverse reaction during a blood donation based on this early facial temperature data, with a sensitivity of 0.87, specificity of 0.84, F1 score of 0.86, and PR-AUC of 0.93. Temperature fluctuations in the area under the nose, chin and forehead have the highest predictive value. This study is the first to demonstrate that it is possible to classify vasovagal responses during a blood donation using temperature profiles

Publisher Correction: Telomerecat: A ploidy-agnostic method for estimating telomere length from whole genome sequencing data.

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The human and animal baby schema effect: Correlates of individual differences

We investigated the animal and human baby schema effect (BSE) in relation to gender, parental status, and individual features. In three, independent online surveys, conducted during three consecutive years, (Ntotal=1389), ratings of photographs of human and animal infants as well as of adults, sociodemographic variables (age, gender, parental status) and personality attributes (empathy, attachment, interpersonal closeness, narcissism, and need to belong) were assessed. We demonstrated that humans are sensitive to the baby schemata of both humans and animals and that both are weakly positively correlated. BSE is positively associated with female gender and (affective) empathy. Higher interpersonal closeness and need to belong were additionally connected specifically to the human BSE. In contrast, narcissism and insecure attachment were not related to the BSE, suggesting a robustness of this phenomenon to possible negative influences of these two personality attributes