Results 161 to 170 of about 16,769 (297)

Dissecting the Ecological Structure of Health and Disease in the Global Gut Microbiome

Advanced Science, EarlyView.
We introduce Wiredancer, a framework that identifies three continuous ecological factors of the gut microbiota. These factors exhibit distinct patterns across health and disease, jointly capturing disrupted ecological stability and offering a new perspective for precision diagnostics and therapeutic strategies.
Baoyuan Zhu, Shuhao Chen, Yunheng Diao, Wei Wang, Yuanyuan Huang, Liqin Liang, Xiaodan Lu, Rui Han, Minxin Guo, Zhaobo Li, Shuhong Wang, Hehua Li, Chenyu Liu, Jing Zhou, Dongsheng Xiong, Xiaobo Li, Yuping Ning, Xuetao Shi, Fengchun Wu, Kai Wu   +19 more
wiley   +1 more source

Weakly supervised learning analysis of Aβ plaque distribution in the whole rat brain. [PDF]

Front Neurosci, 2022
Chen Z, Zheng W, Pang K, Xia D, Guo L, Chen X, Wu F, Wang H.   +7 more
europepmc   +1 more source

Time‐Multiplexed Organic Electrochemical Transistor for Saliva‐Based Rapid Detection of Viral Proteins

Advanced Science, EarlyView.
A time‐multiplexed nanobody‐functionalized organic electrochemical transistor enables rapid and sensitive detection of three respiratory viral proteins from saliva. Sequentially addressed multi‐gate electrodes on a shared channel achieve around 1 fm detection within 15 min without sample preprocessing. Clinical validation demonstrates high specificity,
Tianrui Chang, Yuxiang Ren, Shofarul Wustoni, Atheer Alqatari, Adel Hama, Yazhou Wang, Long Chen, Jessica Parrado Agudelo, Luca Salvigni, Keying Guo, Ashraf Dada, Stefan T. Arold, Raik Grünberg, Sahika Inal   +13 more
wiley   +1 more source

Identifying Rare and Subtle Behaviors: A Weakly Supervised Joint Topic Model [PDF]

, 2011
Gong, SG, Li, J, Timothy M. Hospedales, null Jian Li, null Shaogang Gong, null Tao Xiang, Xiang, T, Hospedales, TM   +7 more
core   +1 more source

Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning

Transactions of the Association for Computational Linguistics, 2021
Mengqiu Wang, Christopher D. Manning
doaj   +1 more source

Weakly supervised learning and interpretability for endometrial whole slide image diagnosis. [PDF]

Exp Biol Med (Maywood), 2022
Mohammadi M, Cooper J, Arandelović O, Fell C, Morrison D, Syed S, Konanahalli P, Bell S, Bryson G, Harrison DJ, Harris-Birtill D.   +10 more
europepmc   +1 more source

An Integrated NLP‐ML Framework for Property Prediction and Design of Steels

Advanced Science, EarlyView.
This study presents a data‐driven framework that uses language‐processing techniques to interpret steel processing descriptions and machine‐learning models to predict mechanical properties. By organising complex process histories into meaningful groups and enabling rapid property forecasts, the work supports faster, more informed steel design through ...
Kiran Devraju, Adithya Umanath Rai, Jose Thomson, Marzie Ghorbani, Shujing Zhao, Nick Birbilis   +5 more
wiley   +1 more source

Weakly supervised learning for multi-organ adenocarcinoma classification in whole slide images. [PDF]

PLoS One, 2022
Tsuneki M, Kanavati F.
europepmc   +1 more source

Atomic Defects in Layered Transition Metal Dichalcogenides for Sustainable Energy Storage and the Intelligent Trends in Data Analytics

Advanced Science, EarlyView.
This review comprehensively summarizes the atomic defects in TMDs for their applications in sustainable energy storage devices, along with the latest progress in ML methodologies for high‐throughput TEM data analysis, offering insights on how ML‐empowered microscopy facilitates bridging structure–property correlation and inspires knowledge for precise ...
Zheng Luo, Ying Yang, Zizhen Fu, Fengqi Liu, Susu Fang, Kele Xu, Shanshan Wang   +6 more
wiley   +1 more source

Efficient diagnosis of IDH-mutant gliomas: 1p/19qNET assesses 1p/19q codeletion status using weakly-supervised learning. [PDF]

NPJ Precis Oncol, 2023
Kim GJ, Lee T, Ahn S, Uh Y, Kim SH.
europepmc   +1 more source