Convolutional neural networks (CNNs) have dominated the field of computer vision for nearly a decade. However, due to their limited receptive field, CNNs fail model global context. On other hand, transformers, an attention-based architecture, can context easily. Despite this, there are studies that investigate effectiveness transformers in crowd counting. In addition, majority existing crowd-co...

if in multiple offences deserving legal punishment (ḥadd) the perpetrated offences are similar, the punishments interfere and the person is sentenced to one legal punishment. this judgment is disputable from two perspectives. firstly, it is against the principle of non-interference of causes and effects. secondly, it is against the principle of justice and causes disturbance in public security ...

BACKGROUND Scar visibility is multifactorial and skin closure technique is thought to play an important role. It is an established principle in plastic surgery that Z plasties generally reduce scar contracture by breaking up the lines of tension in a wound. As an extension of this principle, it is postulated that irregular "deckled" skin incisions made during tumor excision would produce aesthe...

In his insightful editorial, Nir Eyal explores the connections between nudging and shaming. One upshot of his argument is that we should question the principle of the least restrictive alternative in public health and health policy. In this commentary, I maintain that Eyal’s argument undermines only a rather implausible version of the principle of the least restrictive alternative and I sketch ...

OBJECTIVE To improve the transparency of clinical trial generalizability and to illustrate the method using Type 2 diabetes as an example. METHODS Our data included 1,761 diabetes clinical trials and the electronic health records (EHR) of 26,120 patients with Type 2 diabetes who visited Columbia University Medical Center of New-York Presbyterian Hospital. The two populations were compared usi...

here, we have considered the husimi and wigner distribution functions. we have, inparticular, shown how the uncertainty principle works for the two cases of simple and damped harmonicoscillators when either of these two distributions are used. the conclusion shows that the husimidistribution function remains non-negative through the phase space but it does not always satisfies theuncertainty pr...

BACKGROUND In the light of both the importance and large numbers of case series and cohort studies (observational studies) in orthopaedic literature, it is remarkable that there is currently no validated measurement tool to appraise their quality. A Delphi approach was used to develop a checklist for reporting quality, methodological quality and generalizability of case series and cohorts in to...