Cancer Research

Same-Slide Spatial Multiomics Integration with IN-DEPTH Reveals Tumor Virus–Linked Spatial Reorganization of the Tumor Microenvironment

, Harvard Medical School, Boston, Massachusetts. 13Broad Institute of Harvard and MIT, Cambridge, Massachusetts. 20Department of Pathology, Dana Farber Cancer ...
PNAS

Unified molecular approach for spatial epigenome, transcriptome, and cell lineages

Contributed by Howard Y. Chang; received November 19, 2024; accepted February 20, 2025; reviewed by Jellert Gaublomme and David A. Quigley The spatial organization of cells within tissues plays a ...
IEEE

Toward Robust Infrared Small Target Detection via Frequency and Spatial Feature Fusion

Abstract: Infrared small target detection (IRSTD) faces significant challenges due to the small scale and low intensity of targets, which are characterized by extremely sparse features. Most existing ...
IEEE

Three-Dimension Spatial–Spectral Attention Transformer for Hyperspectral Image Denoising

Abstract: Hyperspectral image (HSI) denoising is a crucial step for its subsequent applications. In this article, we propose TDSAT, a 3-D spatial-spectral attention Transformer model designed to ...