Results 221 to 230 of about 219,224 (269)

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

Semi-Supervised Learning to Improve Generalizability of Cancer Associated-Venous Thromboembolism Risk Prediction Models. [PDF]

Clin Appl Thromb Hemost
Jin S, Wang C, Qin D, Liang B, Zhang L, Gao W, Wang X, Jiang B, Rao B, Shi H, Liu L, Lu Q.   +11 more
europepmc   +1 more source

A Brain‐Wide Atlas of Astrocytic Oxytocin Receptors Reveals a Glial Basis for Nucleus Accumbens Modulation of Affiliative Behavior

Advanced Science, EarlyView.
The cellular actors of oxytocin signaling are under intense scrutiny. A brain‐wide anatomical and functional analysis in mice and rats reveals widespread expression of oxytocin receptors in astrocytes. These receptors are functionally active and, in the nucleus accumbens, selectively regulate male social affiliation.
Clémence Denis, Stefan Stojilkovic, Kai‐Yi Wang, Cristina Márquez, Annabel C. Kleinwächter, Angel Baudon, Yuval Podpecan, Aurélia Ces, Mélanie Kremer, Isabelle Arnoux, Nathalie Rouach, Jemima Helen, Sophie Trender, Andreas Wallkum, Selina Wunsch, Franziska Schommer, Moritz C. Wimmer, Tim Schubert, Felix Franke, Jabir Aliyu Muhammad, Eva M. Eisemann, Ingrid Camila Possa‐Paranhos, Cassandra Baumann, Pierre‐Alexis Derrien, Quirin Krabichler, Cosmo Garcia, Henning Fröhlich, Matthew K. Kirchner, Valery Grinevich, Pascal Darbon, Javier E. Stern, Ferdinand Althammer, Alexandre Charlet   +32 more
wiley   +1 more source

NanoSSL: attention mechanism-based self-supervised learning method for protein identification using nanopores. [PDF]

Bioinformatics
Xie Y, Li J, Zhang Z, Meng B, Dai S, Zhou Y, Kennedy E, Jiao N, Chen H, Dong Z.   +9 more
europepmc   +1 more source

Semi-supervised learning in prostate MRI tumor detection approaches fully supervised performance on external validation. [PDF]

Eur Radiol
Pooch EHP, Agrotis G, Cai L, Emberton M, Shah TT, Ahmed HU, Beets-Tan RGH, Benson S, Janssen T, Schoots IG.   +9 more
europepmc   +1 more source

A generalizable 3D framework and model for self-supervised learning in medical imaging. [PDF]

NPJ Digit Med
Xu T, Hosseini S, Anderson C, Rinaldi A, Krishnan RG, Martel AL, Goubran M.   +6 more
europepmc   +1 more source

A novel dual-dimensional contrastive self-supervised learning-based framework for rolling bearing remaining useful life prediction. [PDF]

Sci Rep
Shen Z, Yang C, Cheng L, Kong X, Liu Z, Su K.   +5 more
europepmc   +1 more source

Self-supervised learning to predict intrahepatic cholangiocarcinoma transcriptomic classes on routine histology. [PDF]

JHEP Rep
Beaufrère A, Lazard T, Nicolle R, Lubuela G, Augustin J, Albuquerque M, Pichon B, Pignolet C, Priori V, Théou-Anton N, Lesurtel M, Bouattour M, Mondet K, Cros J, Calderaro J, Walter T, Paradis V.   +16 more
europepmc   +1 more source

Weakly supervised colorectal gland segmentation through self-supervised learning and attention-based pseudo-labeling. [PDF]

Sci Rep
Wen H, Wu Y, Huang D, Liu C.
europepmc   +1 more source