Multi-Modality Image Fusion and Object Detection Based on Semantic Information. [PDF]
Entropy (Basel), 2023 Liu Y, Zhou X, Zhong W.
europepmc +1 more source
Multimodal Wearable Biosensing Meets Multidomain AI: A Pathway to Decentralized Healthcare
Advanced Science, EarlyView.Multimodal biosensing meets multidomain AI. Wearable biosensors capture complementary biochemical and physiological signals, while cross‐device, population‐aware learning aligns noisy, heterogeneous streams. This Review distills key sensing modalities, fusion and calibration strategies, and privacy‐preserving deployment pathways that transform ...
Chenshu Liu +10 more
wiley +1 more source
Reviewing Evolution of Learning Functions and Semantic Information Measures for Understanding Deep Learning. [PDF]
Entropy (Basel), 2023 Lu C.
europepmc +1 more source
The Faraday Scalpel: Electrochemical Nerve Lesioning Mechanisms Studied in Invertebrate Models
Advanced Science, EarlyView.Direct‐current produces nerve lesioning through discrete electrochemical reactions. Using hypoxia‐sensitive locust nerves and hypoxia‐tolerant leech nerves, we map three injury pathways: cathodic oxygen reduction, cathodic alkalization, and anodic chloride oxidation. These findings establish electrochemical lesioning—the “Faraday Scalpel”—as a precise,
Petra Ondráčková +5 more
wiley +1 more source
Semantic theories of information
Ciência da Informação, 1977 Ao final dos anos 40, todas as teorias matemáticas da informação sugerem conceitos antagônicos de informação, além de parecerem deixar de lado a noção de significado.
Gilda Maria Braga
doaj
Peroxidase‐Mimicking Nanozymes for Rapid Detection of Infectious Diseases
Advanced Science, EarlyView.Peroxidase‐mimicking nanozymes (PMNs) have emerged as robust and versatile materials for rapid infectious disease diagnostics. This review highlights the rational design and controlled synthesis of PMNs, summarizes key biomarkers relevant to infectious diseases, examines their integration into diverse rapid detection platforms, and highlights ...
Shikuan Shao +5 more
wiley +1 more source
Kcr-FLAT: A Chinese-Named Entity Recognition Model with Enhanced Semantic Information. [PDF]
Sensors (Basel), 2023 Deng Z, Tao Y, Lan R, Yang R, Wang X.
europepmc +1 more source
Discovering Interpretable Semantics from Radio Signals for Contactless Cardiac Monitoring
Advanced Science, EarlyView.This study presents a semantic representation framework for clinically interpretable cardiac monitoring from contactless radio signals. It formulates radio semantic learning as an information‐bottleneck problem and approximates the objective via intra‐modal compression and cross‐modal alignment, structuring radio measurements into meaningful semantic ...
Jinbo Chen +10 more
wiley +1 more source
Zero-Shot Image Classification Method Based on Attention Mechanism and Semantic Information Fusion. [PDF]
Sensors (Basel), 2023 Wang Y, Feng L, Song X, Xu D, Zhai Y.
europepmc +1 more source
PAIR: Reconstructing Single‐Cell Open‐Chromatin Landscapes for Transcription Factor Regulome Mapping
Advanced Science, EarlyView.scATAC‐seq analysis is often constrained by limited sequencing depth, extreme sparsity, and pervasive technical missingness. PAIR is a probabilistic framework that restores scATAC‐seq accessibility profiles by directly modeling the native cell–peak bipartite structure of chromatin accessibility.
Yanchi Su +7 more
wiley +1 more source