Comparative Strategies to Overcome Diuretic Resistance in Heart Failure: A Network Meta-Analysis. [PDF]
Lima IG +7 more
europepmc +1 more source
LLM‐Based Scientific Assistants for Knowledge Extraction: Which Design Choices Matter?
A comprehensive framework for optimizing Large Language Models in domain‐specific applications is introduced. The LLM Playground integrates Prompt Engineering, knowledge augmentation, and advanced reasoning strategies to enable systematic comparison of architectures and base models.
David Exler +7 more
wiley +1 more source
Comparative efficacy of intralesional therapies for keloid scars: a network meta-analysis. [PDF]
Sanchez Cruz C +9 more
europepmc +1 more source
Cell Segmentation Beyond 2D—A Review of the State‐of‐the‐Art
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 +6 more
wiley +1 more source
Efficacy and safety of Chinese botanical drug decoctions for migraine: a Bayesian network meta-analysis. [PDF]
Zhang F, Wang H, Yang D.
europepmc +1 more source
Machine Learning Driven Inverse Design of Broadband Acoustic Superscattering
Multilayer acoustic superscatterers are designed using machine learning to achieve broadband superscattering and strong sound insulation. By incorporating a weighted mean absolute error into the loss function, the forward and inverse neural networks accurately map structural parameters to spectral responses.
Lijuan Fan, Xiangliang Zhang, Ying Wu
wiley +1 more source
Optimal exercise prescription for balance after stroke: a Bayesian dose-response network meta-analysis. [PDF]
Yang CX, Xu Y, Zhao Z, Zhu Y.
europepmc +1 more source
Composition‐Aware Cross‐Sectional Integration for Spatial Transcriptomics
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 +5 more
wiley +1 more source
Next-step treatment for schizophrenia non-responsive to antipsychotics: a systematic review and network meta-analysis. [PDF]
Furukawa Y +10 more
europepmc +1 more source

