random-splits yielded a higher accuracy than user-splits, with the performance gains coming from the overlapping participants whose data have been seen from training: with the sensitivity of 0.84 (0.75–0.92) and specificity of 0.78 (0.68–0.87), since personal sound traits are easy to memorise...
Sound is ubiquitous in everyday life. The expression noise is a sound that is a particle of energy. Sound, due to i.a. its volume, frequency, impulsiveness, and tonality, may turn into noise and become a nuisance to people and the environment (ISO1996–1:2016), having a harmful physiol...
As a result, the best performance was obtained with the Gradient Boosting Machine as 94.19% accuracy, 87.67% sensitivity, 100% specificity, 100% precision, 93.43% Fscore, 0.88 kappa and 93.87% area under the ROC curve.SOLAK, Fatma Zehra...
“It is evident to me that you possess a number of qualities that I find to be both uniquely charming as well as significantly aligned with the very qualities I value most in human beings of all genders, not only females. In your writing I detect eloquence, sensitivity, and a sharp eye....
the authors train a deep CNN (VGG-16) named POCOVID-Net on the three-class data set to achieve an accuracy of 89% and sensitivity for COVID of 96%. Lastly, the authors provide an open access medical service named POCOVIDScreen to classify and predict lung ultra-sound images.Footnote17...
It is known that noise sensitivity can cause anxiety and depression26,27. However, while these studies are based on high noise levels impacting individuals, during the COVID-19 lockdowns, the noise level decreased significantly for a negative reason due to the context. In such situations, low...
I got my first Covid vaccine shot (Pfizer) a week and a half ago and woke up this morning with muffled humming sound affecting both ears. Its hard to describe kind of like a 18 wheeler idle engine sound far away. I never had tinnitus before, ear infections yes tons especially in my ...
While Covid-19 detection was resulted with SVM-quadratic with the highest sensitivity value of 96.35% with the fivefold cross-validation method, the highest overall performance value has been detected with both SVM-quadratic and SVM-cubic above 99%. 7.3.2.2. Researches based on computed ...
The COVID-19 diagnostic system constructed using this method had a sensitivity of 93% and a specificity of 94%, and achieved better results than models trained by other existing methods.Son, Myoung-JinLee, Seok-PilApplied Sciences (2076-3417)...
Statistical analysis is performed to analyze the performance of the proposed method based on testing accuracy, sensitivity and specificity. Hence, this paper presents the newly devised SJHBO-based Deep Q-Net for COVID-19 detection. This research considers the audio samples as an input, which is ...