UniMR, a training‐free framework for automated molecular recognition in STM images. By integrating adaptive feature selection with CLIP embeddings and Gaussian Mixture Modeling, UniMR achieves robust performance across diverse molecular systems and low‐resolution conditions.
Ziqiang Cao +10 more
wiley +1 more source
Unsupervised classification of Blanding's turtle (Emydoidea blandingii) behavioural states from multi-sensor biologger data. [PDF]
Adderley-Heron K, Chow-Fraser P.
europepmc +1 more source
Unsupervised classification of multi-omics data during cardiac remodeling using deep learning. [PDF]
Chung NC +6 more
europepmc +1 more source
Unsupervised Image Classification Algorithms Applied to Fire-Prone Area Detection
Iman Rahimi +2 more
openalex +1 more source
The VIMOS Public Extragalactic Redshift Survey (VIPERS). Unsupervised classification with photometric redshifts: a method to accurately classify large galaxy samples without spectroscopic information [PDF]
M. Siudek +37 more
openalex +1 more source
IL27RA upregulation drives immune evasion in TNBC by suppressing MHC‐I expression and reprogramming T/NK‐cell states, establishing an immune‐excluded tumor phenotype. Targeting this epithelial‐intrinsic IL27RA–PI3K/AKT axis offers a promising strategy to overcome immunotherapy resistance.
Jiachi Xu +8 more
wiley +1 more source
Author Correction: Unsupervised classification of brain-wide axons reveals the presubiculum neuronal projection blueprint. [PDF]
Wheeler DW +4 more
europepmc +1 more source
Unsupervised and supervised machine learning for feature classification in atomic resolution images [PDF]
Christian H. Liebscher +4 more
openalex +1 more source
Multiomics integration analysis reveals the “cystic fluid–tumor cell” metabolic coupling that mediates active choline/ethanolamine uptake of tumor cells from cystic fluid and PC/PE synthesis pathways reprogramming that mediating autophagy pathway activation within ACP. ABSTRACT Adamantinomatous craniopharyngioma (ACP), a benign yet highly recurrent and
Dongting Chen +9 more
wiley +1 more source
Blood Vessel Extraction in Color Retinal Fundus Images with Enhancement Filtering and Unsupervised Classification. [PDF]
Yavuz Z, Köse C.
europepmc +1 more source

