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http://dx.doi.org/10.2105/AJPH.2025.308078 | DOI Listing |
Infect Dis Poverty
September 2025
Faculty of Medicine and Pharmaceutical Sciences, University of Douala, Douala, Cameroon.
Background: Little is documented on key community-based One Health (OH) approach implementation, pro-activeness and effectiveness of interactions and strategies against Mpox outbreak public health emergency in international concern (PHEIC) in various African countries in order to stamp out the persisting Mpox outbreak threat and burden. Prioritizing critical community-based interventions and lessons learned from previous COVID-19, Mpox, Ebola, COVID-19, Rift Valley Fever and Marburg virus outbreaks revealed critical shortcomings in funding, surveillance, and community engagement that plague public health initiatives across the continent. The article provides critical insights and benefits of community-based One Health approaches implementation against Mpox outbreak management in Africa.
View Article and Find Full Text PDFAnn Allergy Asthma Immunol
September 2025
Department of Pediatrics, Hassenfeld Children's Hospital, NYU Grossman School of Medicine, New York, New York; Department of Pediatrics, Gastroenterology and Nutrition, Collegium Medicum, University of Warmia and Mazury, Olsztyn, Poland.
There has been substantial growth of Advanced Practice Practitioners (APPs) in health care since their inception in the 1960's with APPs providing high quality and cost-effective care in a variety of medical settings. While most of the growth is in primary care, APPs are becoming increasingly leveraged in subspeciality care including Allergy & Immunology (A&I). At present there is limited literature on APPs in A&I specifically but there is growing literature on APP utilization and training in other specialties.
View Article and Find Full Text PDFInt Rev Psychiatry
September 2025
South London and Maudsley NHS Foundation Trust, London, UK.
The last quarter century has seen a clear move internationally towards greater integration between healthcare service types - including across mental and physical health - as well as with social care. The drivers include growing population complexity and clinical need, and a recognition that the broader evidence base supports better outcomes and cost effectiveness through tackling social determinants of health in a more joined-up and preventative manner. Challenges have included a lack of granularity about which approaches work best at a local level, which data might support learning from these, and how we might disseminate this between often very different systems and populations.
View Article and Find Full Text PDFPLoS One
September 2025
School of Information and Intelligent Engineering, Zhejiang Wanli University, Ningbo, Zhejiang, China.
Multi-modal classification aims to extract pertinent information from various modalities to assign labels to instances. The advent of deep neural networks has significantly advanced this task. However, the majority of current deep neural networks lack interpretability, leading to skepticism.
View Article and Find Full Text PDFStud Health Technol Inform
September 2025
Institute for Medical Informatics, Statistics and Epidemiology (IMISE), University Leipzig, Germany.
Introduction: Distributed healthcare research infrastructures face significant challenges when translating routine clinical data into harmonized, research-ready formats using HL7 FHIR standards.
State Of The Art: Existing FHIR-based pipelines such as the SMART/HL7 FHIR Bulk Data Access API, FHIR-to-OMOP mappings, and analytical services like Pathling demonstrate technical feasibility. However, most assume semantically valid FHIR data, operate within single-institution settings, and lack practical guidance for deployment across heterogeneous, regulated environments.