Results 231 to 240 of about 1,627,644 (339)

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, Yuli Zhang, Zixin Kang, Jiayun Xiong, Ronghua Yang, Kang Ning   +5 more
wiley   +1 more source

Extraction of Treatments and Responses From Non-Small Cell Lung Cancer Clinical Notes Using Natural Language Processing. [PDF]

JCO Clin Cancer Inform
Sivarajkumar S, Edupuganti S, Lazris D, Bhattacharya M, Davis M, Dressman D, Thomas R, Hu Y, Ren Y, Xu H, Yang P, Huang Y, Wang Y.   +12 more
europepmc   +1 more source

Using Natural Language Processing to Predict Risk in Electronic Health Records [PDF]

Duy Van Le, James Montgomery, Kenneth C. Kirkby, Joel Scanlan   +3 more
openalex   +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, Yifan Wu, Hao Luo, Minglong Liang, Yihang Zhou, Cheng Chen, Chris Liu, Jun Zhang, Yang Zhang   +8 more
wiley   +1 more source

A systematic survey of natural language processing for the Greek language. [PDF]

Patterns (N Y)
Bakagianni J, Pouli K, Gavriilidou M, Pavlopoulos J.   +3 more
europepmc   +1 more source

Fermented Lacticaseibacillus Paracasei Cultures Ameliorate Colitis by Modulating Microbiota‐Derived Tryptophan Metabolism and Macrophage Polarization

Advanced Science, EarlyView.
A solid‐state fermented probiotic (PYW) is developed using wheat bran as substrate, containing high viable Lacticaseibacillus paracasei and bioactive metabolites. PYW alleviates intestinal inflammation by gut microbiota composition, enriching indole derivatives, activating aryl hydrocarbon receptor signaling, and regulating macrophage polarization. PYW
Heng Zhang, Jingzhou Sun, Xin Zheng, Huiqing Yang, Aowen Xie, Yuxuan Ding, Yuxia Mei, Jinshan Li, Yuanliang Hu, Min Ren, Yangyang Liu, Yunxiang Liang   +11 more
wiley   +1 more source

Digital phenotyping of Parkinson's disease via natural language processing. [PDF]

NPJ Parkinsons Dis
Aresta S, Battista P, Palmirotta C, Tagliente S, Lagravinese G, Santacesaria P, Benzini A, Mongelli D, Minafra B, Lunetta C, García AM, Salvatore C.   +11 more
europepmc   +1 more source

Vivid Memory of �When� a Happy Event Happened is Associated with Mental Well-being: A Natural Language Processing Based Study (Preprint)

, 2018
Kaoru Ito, Daisaku Shibata, Shoko Wakamiya, Eiji Aramaki   +3 more
openalex   +1 more source

Harnessing Time‐Dependent Magnetic Texture Dynamics via Spin‐Orbit Torque for Physics‐Enhanced Neuromorphic Computing

Advanced Science, EarlyView.
A neuromorphic computing platform using spin‐orbit torque‐controlled magnetic textures is reported. The device implements bio‐inspired synaptic functions and achieves high performance in both pattern recognition (>93%) and combinatorial optimization (>95%), enabling unified processing of cognitive and optimization tasks.
Yifan Zhang, Yu Li, Huai Lin, Xinying Wang, Long Liu, Guoliang Xing, Di Wang, Zhihao Zhao, Zhipeng Guo, Junbo Yang, Jiebin Niu, Yan Sun, Tom Wu, Guozhong Xing   +13 more
wiley   +1 more source