Editorial: Protecting privacy in neuroimaging analysis: balancing data sharing and privacy preservation. [PDF]
Mehmood R +4 more
europepmc +1 more source
F-Classify: Fuzzy Rule Based Classification Method for Privacy Preservation of Multiple Sensitive Attributes. [PDF]
Attaullah H +8 more
europepmc +1 more source
A dual‐network bFGF@CB‐gel integrates: i) ChSMA scaffold (mechanical support/BMSCs delivery); ii) BC carrier (sustained bFGF release via EGFL/Itga2b and COMP/PI3K/AKT for adhesion/osteogenesis); iii) bFGF/PI3K/AKT/eNOS for angiogenesis. This rational, synergistic design addresses CSD bone regeneration challenges.
Yunze Feng +12 more
wiley +1 more source
Parallel privacy preservation through partitioning (P4): a scalable data anonymization algorithm for health data. [PDF]
Halilovic M +3 more
europepmc +1 more source
Sensitive attribute privacy preservation of trajectory data publishing based on l-diversity. [PDF]
Yao L, Chen Z, Hu H, Wu G, Wu B.
europepmc +1 more source
Multimodal Wearable Biosensing Meets Multidomain AI: A Pathway to Decentralized Healthcare
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
Privacy preservation for federated learning in health care. [PDF]
Pati S +14 more
europepmc +1 more source
Exchanging registered users' submitting reviews towards trajectory privacy preservation for review services in Location-Based Social Networks. [PDF]
Wang Y +7 more
europepmc +1 more source
Ethical Precision in Nanoscale Brain Interfacing
As brain interfaces approach the nanoscale, precision no longer only measures—it knows, predicts, and potentially reshapes the mind. This work argues that traditional ethics fails under such conditions and proposes a shift toward continuous, operation‐based governance using the recovery–discovery framework to track, constrain, and responsibly steer ...
Guilherme Wood
wiley +1 more source
Multi-Task Federated Split Learning Across Multi-Modal Data with Privacy Preservation. [PDF]
Dong Y +6 more
europepmc +1 more source

