Results 91 to 100 of about 2,156,391 (291)

Deep Contrastive Learning for High‐Throughput Prediction of Drug Resistance Mutations from Sequences

Advanced Science, EarlyView.
This study presents DeepMutDTA, a deep learning framework aimed at predicting mutation‐induced changes in protein‐drug interactions and prioritizing variants potentially linked to drug resistance. Trained on large‐scale data, it incorporates SimSiam‐MuTF, a label‐aware contrastive fine‐tuning strategy that encourages separation between WT and MT ...
Xiaowen Hu, Pan Zhang, Shangqian Wu, Hao Sun, Minwei Li, Sophia Tsoka, Zizhang Sheng, Lei Deng   +7 more
wiley   +1 more source

Searching and exploring controlled vocabularies

, 2009
Within most domains of discourse, there exists different terminology used by distinct sub-groups. Often the terms used can be, or have already been, organised into controlled vocabularies which can be encoded into SKOS, a W3C standard for representing ...
Ounis, I., Gray, A.J.G., Alasdair J. G. Gray, Iadh Ounis, Gray, Alasdair J.G., Gray, N., Norman Gray   +6 more
core   +2 more sources

Underground Signals: The Ecological Power of Root Volatiles

Advanced Science, EarlyView.
Root volatiles mediate rhizosphere chemical communication, shaping interactions among plants, microbes, herbivores, and natural enemies. Their production, transport, and perception underpin ecological adaptation, multitrophic interactions, and plant resilience, offering opportunities for sustainable crop protection, resilient agroecosystems, and ...
Xueyao Cao, Nanli Song, François Verheggen, Meritxell Pérez‐Hedo, Andrea Clavijo McCormick, Antonino Cusumano, Arthur de Fouchier, Bing Wang, Chen‐Zhu Wang, Emmanuelle Jacquin‐Joly, Gary W. Felton, Geoff M. Gurr, Hao Guo, Jiancai Li, Jin Zhang, Li Chen, Manqun Wang, Michele Ricupero, Peng Han, Peng He, Qi Yan, Qingbo Tang, Qingsong Liu, Shiheng An, Xiangbo Kong, Xiaoling Sun, Xueming Ren, Yuanyuan Song, Yang Liu, Yanhui Guo, Yunhe Li, Xiao Sun   +31 more
wiley   +1 more source

Controlled Vocabularies in Colectica

, 2021
A controlled vocabulary is an organized set of terms. Controlled vocabularies make it easier to make information consistent. They also improve indexing and searching for information. DDI Lifecycle supports using controlled vocabularies for many of its metadata fields. Colectica 6.2 adds support for controlled vocabularies in its desktop and Web tools.
openaire   +1 more source

The Mind From Within: Visceral Roots of Human Cognition

Advanced Science, EarlyView.
The physiological activity of visceral organs, such as the heart, the lungs, and the gut, is surprisingly linked to many sophisticated mental operations, such as remembering the past, being aware of ourselves, making choices, and forging social bonds.
Alessandro Monti, Salvatore Maria Aglioti   +1 more
wiley   +1 more source

Wikidata as a Reconciliation Anchor: Curating Data for Long-Term Preservation

Journal of Open Humanities Data
To remain useful, data destined for long-term preservation requires careful metadata curation, enrichment and interlinking with existing Linked Open Data, such as authority files.
Martina Trognitz, Rachel Alyson Mandell, Seta Štuhec, Julian Palacz   +3 more
doaj   +1 more source

Support patient search on pathology reports with interactive online learning based data extraction

Journal of Pathology Informatics, 2015
Background: Structural reporting enables semantic understanding and prompt retrieval of clinical findings about patients. While synoptic pathology reporting provides templates for data entries, information in pathology reports remains primarily in ...
Shuai Zheng, James J Lu, Christina Appin, Daniel Brat, Fusheng Wang   +4 more
doaj   +1 more source

To be FAIR: COAR Controlled Vocabularies

, 2017
The vision of the Confederation of Open Access Repositories (COAR) is a sustainable, global knowledge commons based on a network of open access digital repositories.
Shearer, Kathleen (5074484), Bernal, Isabel, Bernal, Isabel (5239709), Schirrwagen, Jochen (5074499), Shearer, Kathleen, Holt, Ilkay, Schirrwagen, Jochen, Holt, Ilkay (5239697)   +7 more
core   +1 more source

Ethical Precision in Nanoscale Brain Interfacing

Advanced Science, EarlyView.
As brain interfaces approach the nanoscale, precision no longer only measures—it knows, predicts, and potentially reshapes the mind. This work argues that traditional ethics fails under such conditions and proposes a shift toward continuous, operation‐based governance using the recovery–discovery framework to track, constrain, and responsibly steer ...
Guilherme Wood
wiley   +1 more source

Cross-concordances: terminology mapping and its effectiveness for information retrieval [PDF]

, 2008
The German Federal Ministry for Education and Research funded a major terminology mapping initiative, which found its conclusion in 2007. The task of this terminology mapping initiative was to organize, create and manage ‘cross-concordances’ between ...
Petras, Vivien, Mayr, Philipp
core   +1 more source