AI‐Driven Cancer Multi‐Omics: A Review From the Data Pipeline Perspective
The exponential growth of cancer multi‐omics data brings opportunities and challenges for precision oncology. This review systematically examines AI's role in addressing these challenges, covering generative models, integration architectures, Explainable AI for clinical trust, clinical applications, and key directions for clinical translation.
Shilong Liu, Shunxiang Li, Kun Qian
wiley +1 more source
Large Language Model‐Based Chatbots in Higher Education
The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci +4 more
wiley +1 more source
Design of Block-Scrambling-Based privacy protection mechanism in healthcare using fusion of transfer learning models with Hippopotamus optimization algorithm. [PDF]
Elhessewi GMS +7 more
europepmc +1 more source
A zero‐watermarking algorithm that combines a refined convolutional additive self‐attention vision transformer (CAS‐ViT) with a discrete wavelet transform variance‐based feature descriptor (DVFD) is proposed for protecting the privacy of medical images in mobile healthcare services.
Pei Liu +6 more
wiley +1 more source
Sybil Attack-Resistant Blockchain-Based Proof-of-Location Mechanism with Privacy Protection in VANET. [PDF]
Khatri N, Lee S, Nam SY.
europepmc +1 more source
Protection of Consumer Privacy: A Qualitative Research on Responsible Actors And Methods
Ali Emre Aydın, MEHMET MARANGOZ
openalex +1 more source
Four decades of retinal vessel segmentation research (1982–2025) are synthesized, spanning classical image processing, machine learning, and deep learning paradigms. A meta‐analysis of 428 studies establishes a unified taxonomy and highlights performance trends, generalization capabilities, and clinical relevance.
Avinash Bansal +6 more
wiley +1 more source
Research on privacy protection in the context of healthcare data based on knowledge map. [PDF]
Ouyang T +6 more
europepmc +1 more source
A bidirectional reversible and multilevel location privacy protection method based on attribute encryption. [PDF]
Hu Z, Hu K, Hasan MMK.
europepmc +1 more source
User Privacy Protection via Windows Registry Hooking and Runtime Encryption. [PDF]
Amoruso EL, Leinecker R, Zou CC.
europepmc +1 more source

