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Towards a Planetary Health Impact Assessment Framework: Exploring Expert Knowledge and Artificial Intelligence for a RF-EMF Exposure Case-Study

Research PubMed: RF-EMF health Dec 19, 2025

This peer-reviewed article proposes a Planetary Health Impact Assessment (PHIA) framework to evaluate not only direct health effects of radiofrequency electromagnetic fields (RF-EMF) but also potential indirect impacts on human health mediated through ecosystem disruption. Using mobile telecommunication RF-EMF as a case study, the authors and 12 experts built a knowledge graph of hypothesized pathways and compared it with an AI/NLP tool that extracts literature into knowledge graphs. The paper reports that AI can process large volumes quickly but currently needs substantial expert validation due to limitations in precision and context sensitivity, and it highlights potential gaps in the literature on indirect/ecological pathways.

Flora and fauna: how nonhuman species interact with natural and man-made EMF at ecosystem levels and public policy recommendations

Research RF Safe Research Library Jan 1, 2025

This review discusses how increasing ambient nonionizing EMF (0–300 GHz), particularly RF from modern wireless technologies and satellites, may affect flora and fauna at ecosystem levels. It states that many nonhuman species rely on electro/magneto-reception and that even low-intensity EMF exposures are capable of disrupting critical biological functions and behaviors. The authors conclude that current exposure standards focus on human health and recommend policy reforms and mitigation measures to protect wildlife and ecosystems.

Electromagnetic Interference in the Modern Era: Concerns, Trends, and Nanomaterial-Based Solutions

Research RF Safe Research Library Jan 1, 2025

This review surveys the evolution, sources, and consequences of electromagnetic interference (EMI) in modern environments shaped by IoT, 5G, and smart devices. It discusses disruptions to electrical and medical devices, ecological impacts on wildlife, and potential risks to human health from EMI exposure. The paper emphasizes mitigation via advanced shielding materials, highlighting carbon-based nanomaterials as promising solutions.

13.56 MHz RFID Module - From Application to Process Modelling and Effects on Human Health

Research RF Safe Research Library Jan 1, 2025

This paper presents an application and numerical process modelling of a 13.56 MHz RFID module, including how nearby tags/cards and their positioning affect antenna characteristics. It also considers RFID operation near human tissues and discusses potential health impacts from prolonged EMF exposure at 13.56 MHz. The authors emphasize the importance of evaluating long-term exposure risks and call for additional scientific attention.

Rapid Deployment of 5G Wireless Communication and Risk Assessment on Human Health: Quid Novi?

Research RF Safe Research Library Jan 1, 2025

This review discusses the rapid deployment of 5G and the associated debate about potential human health impacts from EMF exposure, particularly at 3.5–26 GHz including millimeter waves. It emphasizes limited published studies in these exposure ranges and highlights EU-funded initiatives and research consortia aimed at closing knowledge gaps. The authors state that guidelines are generally considered adequate at present, but argue that uncertainties—especially regarding long-term exposure—support continued research and precautionary approaches.

Epidemiological criteria for causation applied to human health harms from RF-EMF exposure: Bradford Hill revisited

Research RF Safe Research Library Jan 1, 2025

This paper is a commentary reviewing how Bradford Hill’s epidemiological criteria can be applied to multidisciplinary evidence on RF-EMF exposure and adverse health effects. It reports that systematic reviews and meta-analyses in this area often reach substantially different conclusions, and argues that key weaknesses in primary studies—especially exposure measurement error and insufficient time for long-latency tumors—help explain the divergence. The author suggests these limitations may cause underestimation of potential causation if the associations are truly causal, and calls for independent guidelines to improve future epidemiological research quality.

Exploring the influence of Schumann resonance and electromagnetic fields on bioelectricity and human health

Research RF Safe Research Library Jan 1, 2025

This review examines links between extremely low-frequency electromagnetic fields, especially the Schumann resonance at ~7.83 Hz, and biological regulation of bioelectricity. It describes proposed mechanisms involving calcium flux modulation and downstream effects on neural activity (including EEG) and circadian rhythms. The article presents both potential benefits from controlled ELF exposures (e.g., therapeutic applications) and potential harms from artificial EMFs disrupting key physiological processes, while emphasizing the need for further research.

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