KDLM: Lightweight Brain Tumor Segmentation via Knowledge Distillation
A lightweight student network is designed, which is based on multiscale and multilevel feature fusion and combined with the residual channel attention mechanism to achieve efficient feature extraction and fusion with very few parameters. A dual‐teacher collaborative knowledge distillation framework is proposed.
Baotian Li +4 more
wiley +1 more source
Current status and influencing factors of telehealth readiness among nurses: A multicenter cross-sectional study in Ningxia, China. [PDF]
Yu F +6 more
europepmc +1 more source
Semi‐autonomous Navigation of Magnetic Microcarriers for Knee Cartilage Regeneration
Autonomous navigation of magnetic microcarriers in complex 3D environments is investigated through a semi‐autonomous strategy integrating magnetic actuation with monocular visual feedback. Real‐time global tracking is achieved via radio‐frequency‐based localization and depth estimation, while model‐based computation determines optimal steering forces ...
Kim Tien Nguyen +3 more
wiley +1 more source
Golf-Related Injuries in Adolescent Golfers: A Scoping Review. [PDF]
Lee S +3 more
europepmc +1 more source
MTCA‐Net: Multi‐Task Cascade Analysis Network for Real‐Time Sperm Quality Analysis
This article proposes MTCA‐Net, a multi‐task cascaded analysis network for real‐time sperm quality assessment in intracytoplasmic sperm injection. The framework integrates detection, tracking, and segmentation modules to jointly analyze sperm morphology and motility.
Jiajin Li +10 more
wiley +1 more source
Bridging Occupational Therapy and Lifestyle Medicine: How OT Education Equips Future Practitioners. [PDF]
Brown Z, Thomas H, Sadek A, Norvell S.
europepmc +1 more source
ABSTRACT The rapid evolution of the Internet of Things (IoT) has significantly advanced the field of electrocardiogram (ECG) monitoring, enabling real‐time, remote, and patient‐centric cardiac care. This paper presents a comprehensive survey of AI assisted IoT‐based ECG monitoring systems, focusing on the integration of emerging technologies such as ...
Amrita Choudhury +2 more
wiley +1 more source
Sustaining health professional education programs: a thematic analysis for the orthotic and prosthetic profession. [PDF]
Spaulding SE +4 more
europepmc +1 more source
Bridging the gap: a qualitative study of role ambiguity, educational misalignment, and systemic barriers in China's advanced practice nurse training. [PDF]
Yang JY, Wan XL, Hu JP, Yin XS, Li XB.
europepmc +1 more source

