Visual feature integration with amplitude maximization
A neural model of visual feature integration is proposed based on presynaptic inhibition of excitatory feedback connections. The same activity level or amplitude of corresponding nodes represents features that belong to the same object. This is achieved by spreading of activation from strongly activated nodes to weakly activated nodes but not in ...
openaire +3 more sources
Temporal feature integration for music genre classification [PDF]
Ahrendt, Peter +3 more
core +2 more sources
Single circulating tumor cells (sCTCs) from high‐grade serous ovarian cancer patients were enriched, imaged, and genomically profiled using WGA and NGS at different time points during treatment. sCTCs revealed enrichment of alterations in Chromosomes 2, 7, and 12 as well as persistent or emerging oncogenic CNAs, supporting sCTC identity.
Carolin Salmon +9 more
wiley +1 more source
Leveraging multi-scale feature integration in UNet and FPN for semantic segmentation of lung nodules. [PDF]
Prithvika S, Anbarasi J, Narendra M.
europepmc +1 more source
Etoposide induces DNA damage, activating p53‐dependent apoptosis via caspase‐3/7, which cleaves PARP1. Dammarenediol II enhances this apoptotic pathway by suppressing O‐GlcNAc transferase activity, further decreasing O‐GlcNAcylation. The reduction in O‐GlcNAc levels boosts p53‐driven apoptosis and influences the Akt/GSK3β/mTOR signaling pathway ...
Jaehoon Lee +8 more
wiley +1 more source
DRP-PSM: Multi-Level Feature Integration Reveals Hierarchical Contributions to Pathogenic Synonymous Mutation Prediction. [PDF]
Cai J, Jin F, Cheng N, Xia J, Ye C.
europepmc +1 more source
Targeting p38α in cancer: challenges, opportunities, and emerging strategies
p38α normally regulates cellular stress responses and homeostasis and suppresses malignant transformation. In cancer, however, p38α is co‐opted to drive context‐dependent proliferation and dissemination. p38α also supports key functions in cells of the tumor microenvironment, including fibroblasts, myeloid cells, and T lymphocytes.
Angel R. Nebreda
wiley +1 more source
Meta-UNet: enhancing skin-lesion segmentation with multimodal feature integration and uncertainty estimation. [PDF]
Sikha OK +2 more
europepmc +1 more source
Correlation of the differential expression of PIK3R1 and its spliced variant, p55α, in pan‐cancer
PIK3R1 undergoes alternative splicing to generate the isoforms, p85α and p55α. By combining large patient datasets with laboratory experiments, we show that PIK3R1 spliced variants shape cancer behavior. While tumors lose the protective p85α isoform, p55α is overexpressed, changes linked to poorer survival and more pronounced in African American ...
Ishita Gupta +10 more
wiley +1 more source
AMS-YOLO: multi-scale feature integration for intelligent plant protection against maize pests. [PDF]
Deng L, Fang D, Ullah A, Hou Q, Yu H.
europepmc +1 more source

