80 research outputs found
Close to zero, but not zero: What is an acceptable HIV transmission risk through breastfeeding?
Not Guilty on Every Count: The âNonâInnocentâ Nitrosyl Ligand in the Framework of IUPACâČs OxidationâState Formalism
Nitrosylâmetal bonding relies on the two interactions between the pair of NâOâÏ* and two of the metal's d orbitals. These (back)bonds are largely covalent, which makes their allocation in the course of an oxidationâstate determination ambiguous. However, apart from MâNâOâangle or netâcharge considerations, IUPACâČs âionic approximationâ is a useful tool to reliably classify nitrosyl metal complexes in an orbitalâcentered approach
Language Report German
German is the second most widely spoken language in the EU. The last decade has seen strongly perceptible language change, trending towards the simplification of the grammatical system, a rapidly growing number of anglicisms, a decreasing prevalence of dialects, and an increase in socio-political debates on matters such as language policies and gender-neutral language. Many technologies and resources for German are available, which is also due to numerous well-established research institutions and a thriving Language Technology (LT) and Artificial Intelligence (AI) industry. In order to withstand in the digital sphere, it is important that incentives for research, digital education and also concrete opportunities for marketing and deploying LT applications are put at the forefront of future AI strategies
Recommended from our members
FLIM data analysis based on Laguerre polynomial decomposition and machine-learning
Significance: The potential of fluorescence lifetime imaging microscopy (FLIM) is recently being recognized, especially in biological studies. However, FLIM does not directly measure the lifetimes, rather it records the fluorescence decay traces. The lifetimes and/or abundances have to be estimated from these traces during the phase of data processing. To precisely estimate these parameters is challenging and requires a well-designed computer program. Conventionally employed methods, which are based on curve fitting, are computationally expensive and limited in performance especially for highly noisy FLIM data. The graphical analysis, while free of fit, requires calibration samples for a quantitative analysis.
Aim: We propose to extract the lifetimes and abundances directly from the decay traces through machine learning (ML).
Approach: The ML-based approach was verified with simulated testing data in which the lifetimes and abundances were known exactly. Thereafter, we compared its performance with the commercial software SPCImage based on datasets measured from biological samples on a time-correlated single photon counting system. We reconstructed the decay traces using the lifetime and abundance values estimated by ML and SPCImage methods and utilized the root-mean-squared-error (RMSE) as marker.
Results: The RMSE, which represents the difference between the reconstructed and measured decay traces, was observed to be lower for ML than for SPCImage. In addition, we could demonstrate with a three-component analysis the high potential and flexibility of the ML method to deal with more than two lifetime components
Randomized phase 3 evaluation of trifarotene 50 ÎŒg/g cream treatment of moderate facial and truncal acne.
BACKGROUND: Acne vulgaris often affects the face, shoulders, chest, and back, but treatment of nonfacial acne has not been rigorously studied.
OBJECTIVES: Assess the safety and efficacy of trifarotene 50 ÎŒg/g cream, a novel topical retinoid, in moderate facial and truncal acne.
METHODS: Two phase III double-blind, randomized, vehicle-controlled, 12-week studies of once-daily trifarotene cream versus vehicle in subjects aged 9 years or older. The primary end points were rate of success on the face, as determined by the Investigator\u27s Global Assessment (clear or almost clear and â„2-grade improvement), and absolute change from baseline in inflammatory and noninflammatory counts from baseline to week 12. The secondary end points were rate of success on the trunk (clear or almost clear and â„2-grade improvement) and absolute change in truncal inflammatory and noninflammatory counts from baseline to week 12. Safety was assessed through adverse events, local tolerability, vital signs, and routine laboratory testing results.
RESULTS: In both studies, at week 12 the facial success rates according to the Investigator\u27s Global Assessment and truncal Physician\u27s Global Assessment and change in inflammatory and noninflammatory lesion counts (both absolute and percentage) were all highly significant (P \u3c .001) in favor of trifarotene when compared with the vehicle.
LIMITATIONS: Adjunctive topical or systemic treatments were not studied.
CONCLUSION: These studies demonstrate that trifarotene appears to be safe, effective, and well tolerated in treatment of both facial and truncal acne
Wnt Pathway in Bone Repair and Regeneration â What Do We Know So Far
Wnt signaling plays a central regulatory role across a remarkably diverse range of functions during embryonic development, including those involved in the formation of bone and cartilage. Wnt signaling continues to play a critical role in adult osteogenic differentiation of mesenchymal stem cells. Disruptions in this highly-conserved and complex system leads to various pathological conditions, including impaired bone healing, autoimmune diseases and malignant degeneration. For reconstructive surgeons, critically sized skeletal defects represent a major challenge. These are frequently associated with significant morbidity in both the recipient and donor sites. The Wnt pathway is an attractive therapeutic target with the potential to directly modulate stem cells responsible for skeletal tissue regeneration and promote bone growth, suggesting that Wnt factors could be used to promote bone healing after trauma. This review summarizes our current understanding of the essential role of the Wnt pathway in bone regeneration and repair
Biodiversity post-2020: Closing the gap between global targets and national-level implementation
National and local governments need to step up efforts to effectively implement the post-2020 global biodiversity framework of the Convention on Biological Diversity to halt and reverse worsening biodiversity trends. Drawing on recent advances in interdisciplinary biodiversity science, we propose a framework for improved implementation by national and subnational governments. First, the identification of actions and the promotion of ownership across stakeholders need to recognize the multiple values of biodiversity and account for remote responsibility. Second, cross-sectorial implementation and mainstreaming should adopt scalable and multifunctional ecosystem restoration approaches and target positive futures for nature and people. Third, assessment of progress and adaptive management can be informed by novel biodiversity monitoring and modeling approaches handling the multidimensionality of biodiversity change
- âŠ