In this article, we consider a version of the challenging problem of learning from datasets whose size is too limited to allow generalisation beyond the training set.To address the challenge, we propose to use a transfer learning approach whereby the model is first trained on a synthetic dataset replicating features of the original objects.In this

Several studies have investigated the influence of perceiving colors on affective outcomes and/or performance.However, the effects of seeing colors on self-selected behaviors have received little attention from physiologists and psychologists.Therefore, the present study aimed at examining whether exposure to green and red environments could influe

Bacterial immune systems, such as CRISPR-Cas or restriction-modification (R-M) systems, affect bacterial pathogenicity and antibiotic resistance by modulating horizontal gene flow.A model system for CRISPR-Cas regulation, the Type I-E system from Escherichia coli, is silent under standard laboratory conditions and experimentally observing the dynam

The Bambara sculpture is a ritual object, in fact one of the dramatis personae of a ritual drama.The Civara, as it is called, is carried Juices on the head during the ritual dance as a token of the presence of the mythical antilope which brought agriculture to the Bambara.Besides the male Civara there is also a female one, and in their dance, the t

BackgroundTrans-radial access (TRA) for MMA embolization has grown due to lower access site complications and greater patient satisfaction.Here, we describe the feasibility of utilizing a 6F Envoy Simmons 2 (6F-SIM2) as a guide catheter with TRA and compare outcomes with trans-femoral approach (TFA) in a single center case series.MethodsWe performe