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Accelerating AI using next-generation hardware : Possibilities and challenges with analog in-memory computing

Future generations of computing systems need to continue increasing processing speed and energy efficiency in order to meet the growing workload requirements under stringent environmental constraints. As a result, domain-specific hardware accelerators and platforms have become widely used. In addition to the conventional approach, where memory and processing elements are separated, an emerging app

Immune-cell infiltration in high-grade soft tissue sarcomas; prognostic implications of tumor-associated macrophages and B-cells

Background: Soft tissue sarcomas are rare, morphologically, and genetically heterogenous. Though the tumors display abundant tumor stroma with infiltrating immune cells, the prognostic impact of various immunologic markers in sarcoma remains poorly defined. We aimed to characterize the immune landscape of a treatment-naïve cohort of soft tissue sarcoma of the extremities and the trunk wall with co

Development of machine learning models to predict posterior capsule rupture based on the EUREQUO registry

Purpose: To evaluate the performance of different probabilistic classifiers to predict posterior capsule rupture (PCR) prior to cataract surgery. Methods: Three probabilistic classifiers were constructed to estimate the probability of PCR: a Bayesian network (BN), logistic regression (LR) model, and multi-layer perceptron (MLP) network. The classifiers were trained on a sample of 2 853 376 surgeri

Self-initiated management strategies in digitalized work and everyday life–experiences of people with cognitive difficulties due to neurological disorders

Background: Digitalized work life can increase cognitive demands and influence people’s everyday life. This can be challenging for people with cognitive difficulties, yet there is scarce knowledge of how they manage these. It is essential to learn how self-initiated management strategies can be a resource to support sustainable work and everyday life. Aim: To describe how people with cognitive dif

Economic Thought and Climate Disruption: Neoclassical and Economic Dynamic Approaches in the USA and the EU

In this article we consider the economic ideas that have influenced climate disruption law both in the USA and the EU. Although economic thought has led to the adoption of ‘market-based’ mechanisms in both places, its impact has been different: it created regulatory inertia in the USA, and green leadership in the EU—at least with respect to responding to climate disruption. We argue that different

New evidence on the importance of instruction time for student achievement on international assessments

We re-examine the importance of instruction time for student achievement on international assessments. We successfully replicate the positive effect of weekly instruction time in the seminal paper by Lavy (Economic Journal, 125, F397-F424) in a narrow sense. Extending the analysis to other international assessments, we find effects that are consistently smaller in magnitude. We provide evidence th

Pyruvate Kinase 2, an Energy Metabolism Related Enzyme, May Have a Neuroprotective Function in Retinal Degeneration

Retinitis pigmentosa (RP) is an inherited disorder that results in vision impairment but general and mutation-independent therapeutic strategies are not available. However, it is widely regarded that the cGMP system, including cGMP and its interactor cGMP-dependent protein kinase (PKG), acts as a crucial effector during retinal degeneration. We have previously identified a list of cGMP-PKG-depende

Are Exercise Therapy Protocols For The Treatment of Hip-Related Pain Adequately Described? A Systematic Review of Intervention Descriptions

Hip-related pain is an umbrella term encompassing pain from non-arthritic hip joint pathologies, such as femoroacetabular impingement syndrome, hip dysplasia, and labral tears. Exercise therapy is commonly recommended for these conditions, but the reporting completeness of these interventions is currently unclear. Purpose The aim of this systematic review was to assess the reporting completeness o

Legalising environmental leadership: A comment on the CJEU's ruling in C-366/10 on the inclusion of aviation in the EU Emissions Trading Scheme

Abstract in UndeterminedThis article examines the recent judgment in case C-366/10 in which the CJEU upheld the widened scope of the EU Emissions Trading Scheme, to include aviation, against a challenge by US airlines. At the core of this case stands the question of the extent to which, if at all, the EU is allowed to unilaterally control greenhouse gas emissions from aviation given that to date t

miRNAs in the beta cell - friends or foes?

Type-2 diabetes (T2D) develops due to insulin resistance and an inability of the pancreatic β-cells to increase secretion of insulin and reduce elevated blood glucose levels. Diminished β-cell function and mass have been implicated in impaired β-cell secretory capacity and several microRNAs (miRNAs) have been reported to be involved in regulating β-cell processes. We believe miRNAs are nodes in im

Finance for fossils – The role of public financing in expanding petrochemicals

The petrochemicals industry (mainly plastics and fertilizer production) is expanding, despite increasing attention to the environmental impact of petrochemicals. In our paper, we explore the role public finance plays in the petrochemicals industry. We do so by mapping the public and private financial flows into large-scale petrochemical projects for the decade 2010-20 and discuss the role of publi