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Future Internet, Volume 17, Issue 3

March 2025 - 37 articles

Cover Story: The integration of deep learning (DL) with the Internet of Medical Things (IoMT) is transforming healthcare, enhancing diagnostics, treatment, and patient management. However, challenges such as data quality, privacy, interoperability, and computational limits hinder implementation. This survey presents an IoMT framework, reviews solutions addressing DL challenges, and analyzes limitations and future directions. Best practices like data preprocessing, legacy system integration, and human-centric design are highlighted as well. Finally, we propose future research on scalable, transparent, and privacy-preserving DL models to maximize IoMT’s potential. View this paper
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Articles (37)

  • Article
  • Open Access
623 Views
22 Pages

20 March 2025

The federated recommender system (FRS) employs federated learning methodologies to create a recommendation model in a distributed environment, where clients share locally updated data with the server without exposing raw data and achieving privacy pr...

  • Article
  • Open Access
2 Citations
1,217 Views
21 Pages

19 March 2025

Abnormal traffic flow prediction is crucial for reducing traffic congestion. Most recent studies utilized machine learning models in traffic flow detection systems. However, these detection systems do not support real-time analysis. Centralized machi...

  • Article
  • Open Access
1,394 Views
15 Pages

19 March 2025

In real-world scenarios, ECG data are collected from a diverse range of heterogeneous devices, including high-end medical equipment and consumer-grade wearable devices, each with varying computational capabilities and constraints. This heterogeneity...

  • Review
  • Open Access
1 Citations
2,942 Views
50 Pages

Health Misinformation in Social Networks: A Survey of Information Technology Approaches

  • Vasiliki Papanikou,
  • Panagiotis Papadakos,
  • Theodora Karamanidou,
  • Thanos G. Stavropoulos,
  • Evaggelia Pitoura and
  • Panayiotis Tsaparas

15 March 2025

In this paper, we present a comprehensive survey on the pervasive issue of medical misinformation in social networks from the perspective of information technology. The survey aims at providing a systematic review of related research and helping rese...

  • Article
  • Open Access
877 Views
16 Pages

GHEFL: Grouping Based on Homomorphic Encryption Validates Federated Learning

  • Yulin Kang,
  • Wuzheng Tan,
  • Linlin Fan,
  • Yinuo Chen,
  • Xinbin Lai and
  • Jian Weng

15 March 2025

Federated learning is a powerful tool for securing participants’ private data due to its ability to make data “available but not visible”. In recent years, federated learning has been enhanced by the emergence of multi-weight aggreg...

  • Article
  • Open Access
1 Citations
1,124 Views
15 Pages

13 March 2025

Improving the performance of human–computer interaction systems is an essential indicator of aircraft intelligence. To address the limitations of single-modal interaction methods, a multimodal interaction model based on gaze and EEG target sele...

  • Article
  • Open Access
5,720 Views
22 Pages

12 March 2025

This study investigated whether young adults’ social media use and subjective well-being (SWB) changed during the COVID-19 pandemic. It examined the possible relationships between social media use, SWB, and personality traits. It included gener...

  • Article
  • Open Access
2,575 Views
30 Pages

11 March 2025

NASA’s Juno mission, involving a pioneering spacecraft the size of a basketball court, has been instrumental in observing Jupiter’s atmosphere and surface from orbit since it reached the intended orbit. Over its first decade of operation,...

  • Article
  • Open Access
1,269 Views
27 Pages

11 March 2025

In the digital age, sharing moments through photos has become a daily habit. However, every face captured in these photos is vulnerable to unauthorized identification and potential misuse through AI-powered synthetic content generation. Previously, w...

  • Article
  • Open Access
1 Citations
2,798 Views
20 Pages

11 March 2025

In recent years, the rapid advancement of digital technologies and the growing demand for sustainability have driven unprecedented transformations in the automotive industry, particularly toward electric vehicles (EVs) and renewable energy. The EV su...

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Future Internet - ISSN 1999-5903