MGM as a Large‐Scale Pretrained Foundation Model for Microbiome Analyses in Diverse Contexts
Advanced Science, EarlyView.We present the Microbial General Model (MGM), a transformer‐based foundation model pretrained on over 260,000 microbiome samples. MGM learns contextualized microbial representations via self‐supervised language modeling, enabling robust transfer learning, cross‐regional generalization, keystone taxa discovery, and prompt‐guided generation of realistic,
Haohong Zhang +5 more
wiley +1 more source
Graph-Sparse LDA: A Topic Model with Structured Sparsity [PDF]
, 2014 Originally designed to model text, topic modeling has become a powerful tool for uncovering latent structure in domains including medicine, finance, and vision.
Adams, Ryan +2 more
core +1 more source
Learned Conformational Space and Pharmacophore Into Molecular Foundational Model
Advanced Science, EarlyView.The Ouroboros model introduces two orthogonal modules within a unified framework that independently learn molecular representations and generate chemical structures. This design enables flexible optimization strategies for each module and faithful structure reconstruction without prompts or noise.
Lin Wang +8 more
wiley +1 more source
An environmental health vocabulary and its semi-automated curation workflow
Evidence-Based ToxicologyThe environmental health vocabulary (EHV) represents manually curated terminologies developed by the US Environmental Protection Agency’s (EPA) Chemical Pollutant Assessment Division (CPAD) for standardizing reporting of health effect information ...
Michelle Angrish +10 more
doaj +1 more source
PENGARUH ORANG TUA DAN LINGKUNGAN TERHADAP PENGUASAAN KOSAKATA ANAK USIA 5-6 TAHUN DI TAMAN KANAK-KANAK “BUKIT AKSARA SEMARANG” [PDF]
, 2017 Parents and the environment are not separate elements in child development. This research is a descriptive quantitative research about the influence of parents and the environment on child vocabulary mastery.
Dita, Zulfiana
core
A Wireless, Battery‐Free Artificial Throat Patch with Deep Learning for Emotional Speech Recognition
Advanced Science, EarlyView.In this work, Xu and co‐workers develop a wireless, battery‐free artificial throat patch system (ATPS) consisting of a carbon nanotube‐based thin‐film strain sensor and a miniaturized flexible printed circuit board, to enable real‐time sensing of throat signals.
Bingxin Xu +10 more
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 ...
Mayr, Philipp, Petras, Vivien
core +1 more source
Multi‐View Biomedical Foundation Models for Molecule‐Target and Property Prediction
Advanced Science, EarlyView.Molecular foundation models can provide accurate predictions for a large set of downstream tasks. We develop MMELON, an approach that integrates pre‐trained graph, image, and text foundation models and validate our multi‐view model on over 120 tasks, including GPCR binding.
Parthasarathy Suryanarayanan +17 more
wiley +1 more source
BASIC PSYCHOLOGICAL NEEDS, MOTIVATION, VOCABULARY LEARNING STRATEGIES, AND VOCABULARY SKILLS
International Journal of EducationWhen a language structure is almost finished to be paterned, the language learners with behavioral phenomena are often not yet completed to be mapped. This study examines the integrated process model of the Basic Psychological Needs (BPN) variable as a ...
alpino susanto
doaj +1 more source
Physical exercise during encoding improves vocabulary learning in young female adults [PDF]
, 2013 Acute physical activity has been repeatedly shown to improve various cognitive functions. However, there have been no investigations comparing the effects of exercise during verbal encoding versus exercise prior to encoding on long-term memory ...
Banzer, Winfried +7 more
core +2 more sources