Results 201 to 210 of about 254,842 (278)

Contextual Word Embedding for Biomedical Knowledge Extraction: a Rapid Review and Case Study. [PDF]

J Healthc Inform Res
Vithanage D, Yu P, Wang L, Deng C.
europepmc   +1 more source

A Deep Representation Learning Method for Quantitative Immune Defense Function Evaluation and Its Clinical Applications

Advanced Science, EarlyView.
ImmuDef, a novel algorithm to quantitatively evaluate the anti‐infection immune defense function of an individual based on RNA‐seq data via a variational autoencoder (VAE) model. It is validated on 3200+ samples across four immune states with high accuracy. It can serve as a metric for disease severity and prognosis across pathogenic cohorts.
Zhen‐Lin Tan, Tao Luo, Yu Lin, Xiao‐Jun Wu, Wen‐Kang Shen, Jie Chen, Qian Lei, An‐Yuan Guo   +7 more
wiley   +1 more source

Clinical concept annotation with contextual word embedding in active transfer learning environment. [PDF]

Digit Health
Abbas A, Lee M, Shanavas N, Kovatchev V.
europepmc   +1 more source

Tunable Switching Mechanisms in HfZrO2‐Based Tunnel Junctions for High‐Performance Synaptic Arrays

Advanced Science, EarlyView.
This work demonstrates hybrid switching in engineered HZO‐based FTJs, enabled by controlled interlayer design and oxygen scavenging dynamics. The combined switching mechanism produces robust multilevel conductance states in large crossbar arrays, offering a materials‐driven pathway toward scalable in‐memory computing with enhanced tunability and ...
Jiwon You, Jeong‐Han Kim, Minsuk Song, Been Kwak, Eun Chan Park, Manh‐Cuong Nguyen, Wonjun Shin, Jangsaeng Kim, Daewoong Kwon   +8 more
wiley   +1 more source

An efficient consolidation of word embedding and deep learning techniques for classifying anticancer peptides: FastText+BiLSTM. [PDF]

PeerJ Comput Sci
Karakaya O, Kilimci ZH.
europepmc   +1 more source

An Automated Toxicity Classification on Social Media Using LSTM and Word Embedding.

Comput Intell Neurosci, 2022
Alsharef A, Aggarwal K, Sonia, Koundal D, Alyami H, Ameyed D.   +5 more
europepmc   +1 more source

Protection and Delivery of Phytochemicals from Passive Encapsulation to Guaranteed Self‐Assembly Induced by Amyloid Template for Chronic Disease Prevention via Modulating Microbial‐Host Crosstalk

Advanced Science, EarlyView.
ABSTRACT The rising incidence of chronic diseases globally has drawn widespread attention to phytochemicals, which exert targeted preventive and alleviating effect by modulating gut microbiota; thus, a potential strategy for precision nutritional interventions is offered.
Shiqi Bai, Siying Cheng, Fengguang Ma, Xiaorong Zhang, Jianan Huang, Zhonghua Liu, Bing Hu   +6 more
wiley   +1 more source

Measuring Implicit Bias in ICU Notes Using Word-Embedding Neural Network Models. [PDF]

Chest
Cobert J, Mills H, Lee A, Gologorskaya O, Espejo E, Jeon SY, Boscardin WJ, Heintz TA, Kennedy CJ, Ashana DC, Chapman AC, Raghunathan K, Smith AK, Lee SJ.   +13 more
europepmc   +1 more source

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, Guanming Lin, Xiaohui Hong, Chuting Liu, Xinyi Qu, Kangjian Jiao, Lei Zhang, Bingzhe Xu, Jun Yan, Yancong Qiao, Xudong Lin   +10 more
wiley   +1 more source

Embedded Lexica: Unlabeled Corpora using Word Embeddings

Researchers frequently need to extract information, such as events or target topics, from large corpora. One common solution involves applying semantically-related keywords to identify tweets, news articles, or other documents of interest. However, it is rarely the case that dictionaries of relevance to the topic, event, or language both exist and are
openaire   +1 more source