“…METHODS: In this study, we investigate multiple neural network architectures to identify the surgeon associated with their time-series tool-tissue forces using bipolar forceps data. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The role of gene-environment (GxE) interaction in disease and complex trait architectures is widely hypothesized, but currently unknown. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…We propose to leverage geostatistical tools to model the multivariate covariance structure of genes expression profiles to allow: 1) understanding of their spatial characteristics and covariance changes under certain conditions (e.g. drug treatment or damage), 2) using these covariance structures to simulate synthetic samples at a scale sufficient to train the state of art neural network architectures, and 3) incorporating spatial awareness directly in the machine learning/deep learning models by enriching the spatial transcriptomics data using distance proximity functions. …”
Enlace del recurso
Enlace del recurso

“…This research therefore offers possible underlying molecular pathways for the advancement of DC in relation to differential mRNA expression, together with visceral functional and architectural alterations noted in individuals with this condition. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…To address this issue, computer-aided detection (CAD) algorithms, particularly deep learning architectures based on convolution, have been developed to automate the analysis of radiography imaging. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…This method is used to image the anatomical and architectural aspects of the vascular system. By employing balloon dilatation and the implantation of stents to widen the stenosed arteries, angioplasty is a form of minimally invasive endovascular treatment used to treat cardiovascular diseases and their consequences. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…MamK is highly conserved in all MTB; however, it is unknown whether its magnetoskeletal function is preserved, especially in those MTB which exhibit distinct and more complex architectures of MCs and often contain additional putative magnetoskeletal constituents such as the actin-like protein Mad28 with as yet-unknown functions. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The current development of AI tools for analyzing mpMRI data and their potential impact on bladder imaging are surveyed. AI architectures are often implemented based on convolutional neural networks (CNNs), focusing on narrow/specific tasks. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…We evaluated 4 Convolutional Neural Network (CNN) architectures: MobileNetV2, VGG16, ResNet50 and ResNet101. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…We employed three advanced deep learning architectures, Xception (Model A), EfficientNet (Model B), and NfNet (Model C), with a final decision aggregated through a majority voting technique (Model D). …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…RESULTS: We develop architectures composed of ensembles of two-layered bidirectional recurrent neural networks to classify the components of the PE in 2, 3 and 4 classes from protein primary sequence, predicted secondary structure, and hydrophobicity interaction scales. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Global assessment of pillar hyperplasia of the cervical spine as a unit has not shown a relationship with degenerative joint disease, but a more sensible explanation of the architectural influence of CPH on cervical spine biomechanics may be segment-specific. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Recent crystal structures of channel proteins have revealed novel architectures showing that the above topology may not be as universal as previously believed. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Electrospun scaffolds can also be synthesized in different micro-architectures to regenerate lesions in other tissues like skin and bone.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The high mobility group proteins HMGB1 and HMGB2 (HMGB1/2) are highly abundant architectural DNA binding proteins known to promote RAG-mediated synapsis and cleavage of consensus recombination signals in vitro by facilitating RSS binding and bending by the RAG1/2 complex. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Therefore, the 4 CSA-binding DBL domains encoded by var2CSA are unlikely to have common architectures to their CSA recognition sites. These structural insights have clear implications in using CSA-binding DBL domains for vaccines against placental malaria as it is proposed that the various CSA-binding DBL domains on var2CSA will recognize their CSA ligands differently.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…In addition, unfolding studies using circular dichroism and tryptophan fluorescence spectroscopy show that the rE2/E3BP is less stable than its rE2 counterpart, indicative of a role for E3BP in core destabilisation. The architectural complexity and lower stability of the E2/E3BP core may be of benefit to mammals, where sophisticated fine-tuning is required for cores with optimal catalytic and regulatory efficiencies.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…BACKGROUND: High mobility group A (HMGA) proteins regulate gene transcription through architectural modulation of chromatin and the formation of multi-protein complexes on promoter/enhancer regions. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…This correspondence, together with the well-known mapping of the conserved polymerase motifs to the central regions of the L-protein and influenza PB1 subunit, suggests that L-proteins might be architecturally, and functionally equivalent to a concatemer of the three orthomyxovirus polymerase subunits in the order PA-PB1-PB2. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Here, we exploited available arthropod genomic resources to trace the origin of TipE-like genes by mapping their evolutionary histories and examining their genomic architectures. RESULTS: We identified a remarkably conserved synteny block of TipE-like orthologues with well-maintained local gene arrangements from 21 insect species. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso