A Privacy Enhancing Infrastructure for Context-Awareness [PDF]
Context-awareness enables applications and services to better fulfil the needs of users by adapting to their situation and their preferences. However, the use of contextual information is complicated by privacy concerns.
Osbakk, Patrik
core
Privacy Protection Optimization Method for Cloud Platforms Based on Federated Learning and Homomorphic Encryption. [PDF]
Wang J, Wang Y.
europepmc +1 more source
Bilateral SERS‐Microneedle Patch for Co‐Diagnosis of Diabetes Mellitus and Tuberculosis Comorbidity
Our study introduced a U@mP@Au‐mediated bilateral SERS‐microneedle patch for analyzing glucose levels from ISF and sensitively detecting TB biomarkers from sputum, respectively. This integrated dual‐analyte detecting platform can be used for co‐diagnosis of diabetes mellitus (DM) and tuberculosis (TB) comorbidity, which was demonstrated in ex vivo ...
Xueqin Huang +12 more
wiley +1 more source
Holographic Imaging Combined with VR Simulation in Obstetrics and Gynecology Resident Training: A Review on Skill Development and Patient Privacy Protection. [PDF]
Yi L, Dong Z, Zeng J, Ou J, Zhao E.
europepmc +1 more source
This study establishes a CT‐based radiomics framework to quantify intratumoral heterogeneity (ITH) in HNSCC. Using unsupervised clustering, tumor ROIs and VOIs are analyzed to calculate 2D/3D ITH scores. The score shows strong predictive value for prognosis and immunotherapy response, and is associated with tumor metabolism and immune microenvironment,
Xinwei Chen +15 more
wiley +1 more source
Correction: Artificial Intelligence-Enabled Facial Privacy Protection for Ocular Diagnosis: Development and Validation Study. [PDF]
Tan H +9 more
europepmc +1 more source
Exosomal miR‐146a‐5p is identified as a pivotal regulator in steroid‐induced osteonecrosis. Its reduction activates NF‐κB signaling, compromises mitophagy, and disrupts mitochondrial bioenergetics, resulting in autophagic disequilibrium. Engineered exosomes delivering miR‐146a‐5p reinstate mitochondrial function, augment oxidative phosphorylation and ...
Zehui Lv +13 more
wiley +1 more source
A data privacy protection method for infectious disease prediction models with balanced training speed and accuracy. [PDF]
Wang X +9 more
europepmc +1 more source
This study introduces a foundation model‐based biomarker for risk stratification of pathological response in non‐small cell lung cancer. A Vision Mamba super‐resolution model standardizes heterogeneous CT images. A multi‐task Swin Transformer then fine‐tunes a pre‐trained lung foundation model to jointly optimize tumor segmentation and response ...
Yanglan Xu +10 more
wiley +1 more source
Face Privacy Protection Method for Autonomous Sensors Based on Hierarchical Format-Preserving Encryption. [PDF]
Ji H +5 more
europepmc +1 more source

