Dual‐Scale Transformer Fusion With Meta Learning for Micro Metastasis Detection in Thyroid Cancer
A dual‐scale transformer model enhanced by meta‐learning enables accurate detection of tiny metastatic lesions in thyroid cancer. By combining cellular and tissue‐level features, the method outperforms existing models and shows strong adaptability to rare cases with limited data.
Jingtao Wang +5 more
wiley +1 more source
Access to HIV treatment during community-wide flooding: Experiences of people living with HIV and health care workers in Malawi, a mixed methods study. [PDF]
Mphande M +9 more
europepmc +1 more source
This work proposes RT‐DETR‐DA, an enhanced real‐time detection framework for identifying distracted driving in complex, real‐world environments. The model introduces a dynamic sparse gating multiscale attention module and an attention‐guided dual‐path fusion module to strengthen multiscale perception and cross‐layer feature interaction.
Yi Liu +4 more
wiley +1 more source
Viral suppression by residency status among men living with HIV in the context of the expanded ART policy in Shanghai, China. [PDF]
Mendelsohn JB +11 more
europepmc +1 more source
This paper presents the deformable attention multiscale feature fusion network‐dehaze adaptive image dehazing network, which integrates three core modules (revised residual shrinkage unit, multiscale attention, cross‐scale feature fusion). It incorporates deformable convolution and multiscale attention mechanisms to address the detail loss issue of ...
Ruipeng Wang +4 more
wiley +1 more source
Effect of BMI on Mortality in Patients With Tuberculosis and HIV Coinfection in Asia and Africa: Systematic Review and Meta-Analysis. [PDF]
As Siddiq M Irzal M +4 more
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
Delay antiretroviral therapy initiation and factors affecting it among patients on antiretroviral treatment at North Shewa zone public health facilities, Amhara region, Ethiopia, 2024: a mixed method approach. [PDF]
Mersha MW +2 more
europepmc +1 more source
Structural problems without structural solutions? Youth leaders' perceptions of their community
Abstract As young people explore and reflect on the conditions of their neighborhoods and communities, they can forge a critical consciousness—merging their perspectives and analysis to direct both individual and collective actions. Photovoice is a methodological tool that allows participants to document their perspectives and analysis and discuss with
Linnea L. Hjelm +4 more
wiley +1 more source
Analysis of factors influencing rapid treatment initiation decisions among people living with HIV: focusing on the role of social support. [PDF]
Wu Y, Wang J, Li Y, Wang F, Li S.
europepmc +1 more source

