Learnable Diffusion Framework for Mouse V1 Neural Decoding
Advanced Science, EarlyView.We introduce Sensorium‐Viz, a diffusion‐based framework for reconstructing high‐fidelity visual stimuli from mouse primary visual cortex activity. By integrating a novel spatial embedding module with a Diffusion Transformer (DiT) and a synthetic‐response augmentation strategy, our model outperforms state‐of‐the‐art fMRI‐based baselines, enabling robust
Kaiwen Deng +2 more
wiley +1 more source
Decoding the gendered imaginary of cybersecurity careers: a social shaping of technology perspective
Meraiah Foley, Sulagna Basu
openalex +1 more source
Macrophage Extracellular Traps in Immunity and Cancer
Advanced Science, EarlyView.As a macrophage‐mediated innate defense mechanism, the dysregulated release of METs drives chronic inflammation and influences tumor progression. Furthermore, METs exhibit a functional duality within the tumor microenvironment, capable of both promoting and suppressing tumor development.
Junyao Li +5 more
wiley +1 more source
D<sup>2</sup>MNet: Difference-Aware Decoupling and Multi-Prompt Learning for Medical Difference Visual Question Answering. [PDF]
J ImagingLai L, Ou W, Gou J, Liu Z.
europepmc +1 more source
Ecological Adaptation Mechanisms Underlying Successful Plant Reproduction
Advanced Science, EarlyView.During floral induction, various environmental and endogenous signals converge to regulate the florigen protein, which is transported from leaves to the SAM to initiate flowering. Within the SAM, a complex network of receptor kinases and small peptides orchestrates floral development with high spatiotemporal precision.
Hang Zhao +8 more
wiley +1 more source
Natural language generation in healthcare: A review of methods and applications. [PDF]
J Biomed InformLyu M +6 more
europepmc +1 more source
Energy Management and Optimization for Video Decoders based on Functional-oriented Reconfiguration
, 2015 R. Ren
openalex +1 more source
T Cell Exhaustion in Cancer Immunotherapy: Heterogeneity, Mechanisms, and Therapeutic Opportunities
Advanced Science, EarlyView.T cell exhaustion limits immunotherapy efficacy. This article delineates its progression from stem‐like to terminally exhausted states, governed by persistent antigen, transcription factors, epigenetics, and metabolism. It maps the exhaustion landscape in the TME and proposes integrated reversal strategies, providing a translational roadmap to overcome
Yang Yu +7 more
wiley +1 more source
A hybrid CNN-Transformer network integrating multiscale spatially detailed features for medical image segmentation. [PDF]
PLoS OneLi B, Zhou W, Li H.
europepmc +1 more source