Having access to sufficient data is essential in order to train accurate machine learning models, but much data is not sten jacket m publicly available.In drug discovery this is particularly evident, as much data is withheld at pharmaceutical companies for various reasons.Federated Learning (FL) aims at training a joint model between multiple parti
Abstract Background Image-based high throughput (HT) screening provides a rich source of information on dynamic cellular response to external perturbations.The large quantity of data generated necessitates computer-aided quality control (QC) methodologies to flag imaging and staining artifacts.Existing image- or patch-level QC methods require separ
In the field of safety and communication of human-robot interaction (HRI), using large-scale electronic skin will be the tendency in the future.The force-sensitive piezoresistive material is the key for piezoresistive electronic skin.In this paper, a non-array large scale piezoresistive tactile sensor and its corresponding calibration methods were
Antimicrobial resistance is a major public health problem and is mainly due to the indiscriminate use of antimicrobials in human and veterinary medicine.The consumption of animal-based foods can contribute to the transfer of these genes between animal and human bacteria.Resistant and multi-resistant bacteria such as jolly rancher filled gummies Sal
BackgroundNon-heading Chinese cabbage (Brassica rapa ssp.chinensis) is an important leaf vegetable grown worldwide.However, there has currently been not enough transcriptome and small RNA combined sequencing analysis of cold tolerance, which hinders further functional genomics research.ResultsIn this study, 63.43 Gb of clean data was obtained from