Results 171 to 180 of about 1,056,535 (282)

Real‐Time Multicolor Fluorescence Microscopy via Cross‐Channel Acquisition and Deep‐Learning‐Based Inference

Advanced Intelligent Discovery, EarlyView.
Sequential multicolor fluorescence imaging in dynamic microsystems is constrained by acquisition speed and excitation dose. This study introduces a real‐time framework to reconstruct spectrally separated channels from reduced cross‐channel acquisitions (frames containing mixed spectral contributions).
Juan J. Huaroto, Yuxin Jin, Nicholas Roy, Sarthak Misra   +3 more
wiley   +1 more source

Correction: Single-cell RNA-seq integrated with multi-omics reveals SERPINE2 as a target for metastasis in advanced renal cell carcinoma. [PDF]

Cell Death Dis
Chen WJ, Dong KQ, Pan XW, Gan SS, Xu D, Chen JX, Chen WJ, Li WY, Wang YQ, Zhou W, Rini B, Cui XG.   +11 more
europepmc   +1 more source

Cell Segmentation Beyond 2D—A Review of the State‐of‐the‐Art

Advanced Intelligent Discovery, EarlyView.
Cell segmentation underpins many biological image analysis tasks, yet most deep learning methods remain limited to 2D despite the inherently 3D nature of cellular processes. This review surveys segmentation approaches beyond 2D, comparing 2.5D and fully 3D methods, analyzing 31 models and 32 volumetric datasets, and introducing a unified reference ...
Fabian Schmeisser, Haseeb Muhammad, Junaid Younas, Gillian Lovell, Bianca Migliori, Andreas Dengel, Sheraz Ahmed   +6 more
wiley   +1 more source

Data Augmentation and Innovative Machine Learning Approaches for Classifying EEL Spectra of Transition Metals Oxides [PDF]

BIO Web of Conferences
Del Pozo Bueno Daniel, Kepaptsoglou Demie, Ramasse Quentin M., Peiró Francesca, Estradé Sònia   +4 more
doaj   +1 more source

Interface-driven energy-independent charge extraction in GaN photocatalysts. [PDF]

Nat Commun
Gao Y, Xie Y, Höhn C, Wollgarten M, Kropf H, Fan F, Li C, van de Krol R, Friedrich D.   +8 more
europepmc   +1 more source

Composition‐Aware Cross‐Sectional Integration for Spatial Transcriptomics

Advanced Intelligent Discovery, EarlyView.
Multi‐section spatial transcriptomics demands coherent cell‐type deconvolution, domain detection, and batch correction, yet existing pipelines treat these tasks separately. FUSION unifies them within a composition‐aware latent framework, modeling reads as cell‐type–specific topics and clustering in embedding space.
Qishi Dong, Zijian Huang, Xuanwu Wang, Zhenghui Feng, Wei Liu, Bingding Huang   +5 more
wiley   +1 more source

Depth Dependence of Electron Channeling Contrast Imaging in Gallium Nitride [PDF]

BIO Web of Conferences
Lavallee Etienne, Guitton Antoine, Imrich Peter, Chisholm Claire   +3 more
doaj   +1 more source

Generative adversarial networks and hyperparameter-optimized XGBoost for enhanced heart disease prediction. [PDF]

Sci Rep
Begum SS, Swamy A, Dhanka S, Abu-Shareha AA, Khan M, Husain I.   +5 more
europepmc   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

Advanced Intelligent Discovery, EarlyView.
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley   +1 more source

Generative AI-Driven Discovery of Next-Generation Electrolytes for Alkali Metal Batteries. [PDF]

J Chem Inf Model
Pritom R, Islam MM.
europepmc   +1 more source