“…We compare the two deep neural network models with the state-of-the-art off-target prediction methods (i.e. CFD, MIT, CROP-IT, and CCTop) and three traditional machine learning models (i.e. random forest, gradient boosting trees, and logistic regression) on both datasets in terms of AUC values, demonstrating the competitive edges of the proposed algorithms. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…We evaluated the risk of human immunodeficiency virus (HIV) transmission among serodiscordant couples with low adherence to antiretroviral therapy (ART). Data of heterosexual couples/partners in 2010 were extracted from an Internet-based system. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…CHE was higher amongst West African countries and amongst patients receiving treatment for HIV/ART, TB, malaria and chronic illnesses. Risk factors associated with CHE included household economic status, type of health provider, socio-demographic characteristics of household members, type of illness, social insurance schemes, geographical location and household size/composition. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…MetaWRAP deploys state-of-the-art software to handle metagenomic data processing starting from raw sequencing reads and ending in metagenomic bins and their analysis. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Encouraging young men to reduce their number of partners and concurrency, and uptake prevention and treatment services such as HIV testing, circumcision and ART is crucial in the effort to reduce HIV among both AGYW and young men.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…We recently found that luminance edges are more evenly distributed across orientations in large subsets of traditional artworks, i.e., artworks are characterized by a relatively high entropy of edge orientations, when compared to several categories of other (non-art) images. In the present study, we asked whether edge-orientation entropy is associated with aesthetic preference in a wide variety of other man-made visual patterns and scenes. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Identifying the source and dynamics of persistent HIV-1 at single-cell resolution during cART is crucial for the design of strategies to eliminate the latent HIV-1 reservoir. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…In particular, the RNA sequencing gene expression experimental technique stands out for case-control studies on cancer, which can be addressed with supervised machine learning techniques able to extract human interpretable models composed of genes, and their relation to the investigated disease. State of the art rule-based classifiers are designed to extract a single classification model, possibly composed of few relevant genes. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…BACKGROUND: Combination antiretroviral therapy (cART) has transformed HIV into a manageable but complex chronic disease, in which it is uncertain which brain insults may relate to age vs initial disease severity. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…In this sense, this work reviews the new advances achieved in the area toward a better understanding of the current state of the art and highlights promising approaches for brain neuroprotection.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Thus, the ‘flexible Modular Platform (fMP)’ was newly designed to be a true “factory” utilizing the state-of-the-art technology to replace conventional “laboratory-like” manufacturing methods. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Methods: We evaluated the diagnostic performance and concordance between published minority variant callers used in identifying minority variants from whole-genome sequence data from virus samples. We used the ART-Illumina read simulation tool to generate three artificial short-read datasets of varying coverage and error profiles from an RSV reference genome. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…To achieve HCV eradication will require efforts to engage older patients, Blacks, those noncompliant with ART, and not engaged in HIV care. DISCLOSURES: M. …”
Enlace del recurso
Enlace del recurso

“…METHODS: This was a cross-sectional study carried out in 144 caregivers of Children and adolescents aged between 6 and 16 years of age attending the pediatric ART clinic. The subjects were enrolled consecutively and were interviewed using a structured questionnaire after taking written informed consent. …”
Enlace del recurso
Enlace del recurso

“…RESULTS: We evaluated several state-of-the-art text classification algorithms as well as our dependency tree–based classifier algorithm on a real-world doctor review dataset. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Millions of lives will be at risk if artemisinin resistance (ART-R) spreads to Africa. Single non-synonymous mutations in the propeller region of PF3D7_1343700,“K13” are implicated in resistance. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Additionally, a literature review will be performed summarizing the current ecotoxicological state of the art with regard to the development of bioindicators in relation to the monitoring of plant protection products in Swiss soil, to evaluate their effects on soil fertility. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The objective of this systematic review is to provide the state of the art of technology-based EMAs and EMIs for major depressive disorder (MDD), with the aim of leading the way to possible future directions for the clinical practice. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…RESULTS: Compared with four state-of-the-art prediction methods, our method achieved favorable performance with AUCs of 0.943 and 0.946 in both global LOOCV and local LOOCV, respectively. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…CONCLUSIONS: PASNet can describe the different biological systems of clinical outcomes for prognostic prediction as well as predicting prognosis more accurately than the current state-of-the-art methods. PASNet is the first pathway-based deep neural network that represents hierarchical representations of genes and pathways and their nonlinear effects, to the best of our knowledge. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso