Towards in-network machine learning on programmable network devices by Zheng, C

“…In-network computing is a promising and scalable solution, capable of processing packets in-band at the pace of data generation and facilitating early termination of traffic. However, using in-network computing for ML inference is a new research avenue. …”

Advancing artemisinin resistance monitoring using a high sensitivity ddPCR assay for Pfkelch13 mutation detection in Asia by Srisutham, S, Saejeng, A, Khantikul, N, Sugaram, R, Sangsri, R, Dondorp, AM, Day, NPJ, Imwong, M

“…These results validate the assay’s ability to serve as a powerful tool for the early detection of minor allele frequencies, facilitating the timely implementation of interventions to curb the spread of ACT resistance. …”

Clinical and neuroimaging markers of prodromal neurodegeneration in rapid eye movement sleep behaviour disorder by Barber, TR

“…Multimodal assessment with in-clinic measures, neuroimaging and biometric data has the potential to facilitate risk stratification on an individual basis and will be important in selecting high-risk RBD patients for neuroprotective clinical trials. …”

Role of posttranslational modifications of histone proteins in epigenetics by Raj, R

“…Mass Spectrometry (MS) based quantitative interaction proteomics revealed a direct interaction between GlcNAcylated nucleosomes and the Facilitates Chromatin Transcription (FACT) complex. …”

Barriers and opportunities for WHO ‘best buys’ non-communicable disease policy adoption and implementation from a political economy perspective: a complexity systematic review by Loffreda, G, Arakelyan, S, Bou-Orm, I, Holmer, H, Allen, LN, Witter, S, Ager, A, Diaconu, K

“…The adoption and implementation of such policies remain deficient in various contexts, with limited insights into the facilitating and inhibiting factors. These policies have traditionally been treated as technical solutions, neglecting the critical influence of political economy dynamics. …”

Heterogeneity in definitions of surgical site infection after cranial surgery limits the validity of research findings in neurosurgery: a systematic review by Majidi, N, Sivakumar, A, Vogt, A, Ranganathan, S, Ashkan, K, Price, SJ, Lee, KS

“…The implementation of a new core indicator set could support uniform reporting of indicators along with regulation of reported SSI-CRAN outcomes, thereby facilitating more effective evidence synthesis.…”

Predictive factors for the diagnosis of coeliac disease in children and young people in primary care: A systematic review and meta-analysis by Farrier, CE, Wanat, M, Harnden, A, Paterson, A, Roberts, N, Saatci, D, Hirst, J

“…This work could inform the development of clinical support tools to facilitate the early diagnosis of CD.…”

Optimising investigative pathways in military medicine: operational impact of a military cardiopulmonary exercise testing clinic by Holland, JL, Cowie, P, Gardner, L, Mulae, J, Richards, S, Holdsworth, D

“…These findings establish OMEC as a benchmark for military-specific clinical services based in public (NHS) hospitals, highlighting its role in facilitating rapid and effective occupational management.…”

Cellular and structural dynamics of the intracellular trafficking receptor KDELR by Frey, DM

“…<p>The KDEL transmembrane receptor (KDELR) is fundamental to secretory pathway homeostasis facilitating the trafficking of cargo proteins from the Golgi apparatus (Golgi) to the endoplasmic reticulum (ER). …”

Multicenter diagnostic evaluation of onsite COVID-19 Rapid Test (CTK Biotech) among symptomatic individuals in Brazil and the United Kingdom by Thompson, CR, Torres, PM, Kontogianni, K, Byrne, RL, LSTM Diagnostic group, Noguera, SV, Luna-Muschi, A, Marchi, AP, Andrade, PS, Dos Santos Barboza, A, Nishikawara, M, CONDOR steering group, Body, R, de Vos, M, Escadafal, C, Adams, E, Figueiredo Costa, S, Cubas-Atienzar, AI

“…Further evaluation of Ag-RDTs should include harmonized protocols between laboratories to facilitate comparison between settings…”

Due regard obligations in the law of the sea convention by Fasia, EE

“…Further, the analysis on interstitiality demonstrates that DROs serve as an organising principle of the LOSC, facilitating the consideration even of issues not explicitly regulated in the Convention. …”

Planetary health-informed health systems change: a circumpolar-based multi-methods approach by Redvers, N

“…Barriers included a lack of knowledge and time; facilitators included policy statements and guidelines from respected associations. …”

Differences between neonatal units with high and low rates of breast milk feeding for very preterm babies at discharge: a qualitative study of staff experiences by McLeish, J, Aloysius, A, Gale, C, Quigley, M, Kurinczuk, JJ, Alderdice, F

“…This study explored health professionals’ experiences of barriers and facilitators to their role in supporting breast milk feeding and breastfeeding for very preterm babies. …”

The role of the AhR in melanoma by Featherstone, OPL

“…Herein, I describe the role of the AhR as antagonistic of MITF-mediated transcription and a facilitator of dedifferentiation and metastasis of melanoma cells. …”

Water-mediated optical and morphological tuning of highly stable orange-emitting Mn-doped perovskite for white light-emission by Cho, S, Sree, VG, Fulari, AV, Park, S, Mei, M, Kim, M, Jana, A, Das, D, Im, H, Kyhm, K, Taylor, RA

“…In the growth mechanism, Mn2+ dopants affect the crystal structure by promoting stable growth and uniform doping at higher concentrations, while water improves ion dispersion, reaction kinetics, and passivation, facilitating optimal crystal growth and the formation of desired nanostructure morphologies. …”

RADAR-AD: assessment of multiple remote monitoring technologies for early detection of Alzheimer’s disease by Lentzen, M, Vairavan, S, Muurling, M, Alepopoulos, V, Atreya, A, Boada, M, de Boer, C, Conde, P, Curcic, J, Frisoni, G, Galluzzi, S, Gjestsen, MT, Gkioka, M, Grammatikopoulou, M, Hausner, L, Hinds, C, Lazarou, I, de Mendonça, A, Nikolopoulos, S, Religa, D, Scebba, G, Jelle Visser, P, Wittenberg, G, Narayan, V

“…Timely detection of these symptoms can facilitate early intervention, potentially slowing disease progression and enabling appropriate treatment and care. …”

Building fabric improvement and heat pump deployment: a set of policy conundrums by Killip, G, Topouzi, M, Fawcett, T

“…It evaluates a segmented market approach and proposes a policy framework that emphasises 'understanding first' as a strategy to facilitate informed decision-making, rather than imposing specific measures. …”

Comprehensive insights into Sitobion avenae preferences and performance on Pakistan’s wheat cultivars leading to identification of potential RNAi targets by Mukhtar, Ruhma, Afzal, Eijab, Noureen, Rabia, Zeeshan, Nadia, Afroz, Amber

“…While odorant binding proteins, salivary effector proteins, sodium channel proteins and ecdysone- induced proteins facilitate feeding process in S. avenae. The enhanced expression of proteins having detoxification, digestion or defense activity implicates their essential role in the survival of S. avenae. …”
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Examining IoT-based smart campus adoption model: an investigation using two-stage analysis comprising structural equation modelling and artificial neural network by Sneesl, Radhwan, Jusoh, Yusmadi Yah, A. Jabar, Marzanah, Abdullah, Salfarina

“…Moreover, the study findings support the importance of perceived usefulness in technology-specific factors, facilitating conditions, and propagation in organizational-specific factors, government support, social influence, and external pressure in environmental-specific factors, as well as privacy concerns, self-efficacy, satisfaction, and domain-specific knowledge in end-user-specific factors. …”
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Morphological study and performance deterioration of sustainable lignocellulosic corn fiber biocomposites by AL-Oqla, Faris M., Sapuan, S.M.

“…Continuous efforts are paid to facilitate finding sustainable ecofriendly functional alternative materials for green products form low-cost renewable lignocellulosic materials. …”