Boosting Photo‐Pyroelectric Effect via Tunable Polarization and Interfacial Defect Engineering
This study reports Ba(Ti0.85Zr0.15)O3 nanocatalysts with enhanced polarization and oxygen‐vacancy‐rich interfaces for efficient NIR‐II photo‐pyroelectric therapy. Zr doping boosts the pyroelectric coefficient and accelerates polarization switching, while oxygen vacancies improve photothermal conversion and surface reactivity.
Yanli Huang +13 more
wiley +1 more source
Self-supervised learning and transformer-based technologies in breast cancer imaging. [PDF]
Wang L.
europepmc +1 more source
Decoding Naturalistic Episodic Memory with Artificial Intelligence and Brain‐Machine Interface
Episodic memory weaves together what, where, and when of experience into a personal narrative. Cutting‐edge AI models may decode this intricate process in real‐life settings, revealing how neural activity encodes naturalistic memories. By merging AI with brain–machine interfaces, researchers are edging closer to mapping and even engineering memory ...
Dong Song
wiley +1 more source
A Practical Study of Data Requirements for Self-Supervised Learning in Medical Image Analysis. [PDF]
Hommyo M +4 more
europepmc +1 more source
Self-supervised learning for arrhythmia classification.
Guilherme Augusto Lopes Silva
openalex +1 more source
Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection
Francesco Cappio Borlino +5 more
openalex +1 more source
Microbial synthesis of nanomaterials (NMs) is eco‐friendly, but the screening of microorganisms is limited by inefficient traditional methods (currently only involving∽400 microorganisms/90 NMs). We propose AI framework MicrobeDiscover, integrating a knowledge graph of microbe‐NM interactions.
Ludi Wang +12 more
wiley +1 more source
Semantic-aware self-supervised learning using progressive sub-action regression for action quality assessment. [PDF]
Mazruei M +3 more
europepmc +1 more source
PtRhIr/Ru SAN@M nanozymes cross the blood–brain barrier and selectively accumulate in hemorrhagic brain regions. By mimicking multiple enzyme activities, they attenuate oxidative stress, modulate microglial polarization toward an anti‐inflammatory phenotype, inhibit ferroptosis, and promote neuronal repair.
Jiebo Li +17 more
wiley +1 more source
NanoSSL: attention mechanism-based self-supervised learning method for protein identification using nanopores. [PDF]
Xie Y +9 more
europepmc +1 more source

