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811 Results Found

  • Article
  • Open Access
46 Citations
6,353 Views
25 Pages

Swarm Intelligence in Internet of Medical Things: A Review

  • Roohallah Alizadehsani,
  • Mohamad Roshanzamir,
  • Navid Hoseini Izadi,
  • Raffaele Gravina,
  • H. M. Dipu Kabir,
  • Darius Nahavandi,
  • Hamid Alinejad-Rokny,
  • Abbas Khosravi,
  • U. Rajendra Acharya and
  • Giancarlo Fortino
  • + 1 author

28 January 2023

Continuous advancements of technologies such as machine-to-machine interactions and big data analysis have led to the internet of things (IoT) making information sharing and smart decision-making possible using everyday devices. On the other hand, sw...

  • Article
  • Open Access
409 Views
13 Pages

3 January 2026

The Internet of Medical Things represents a pivotal application of Internet of Things technology in Healthcare 4.0, offering substantial practical benefits in enhancing medical quality, reducing costs, and minimizing errors. In history, researchers h...

  • Systematic Review
  • Open Access
11 Citations
4,773 Views
29 Pages

4 October 2022

In recent years, the medical industry has rapidly modernized, incorporating technology to aid in accelerating and simplifying procedures for better accuracy. This technology is becoming more interconnected to create a larger network known as the Inte...

  • Review
  • Open Access
47 Citations
7,972 Views
16 Pages

25 November 2020

Nowadays, there are a lot of new mobile devices that have the potential to assist healthcare professionals when working and help to increase the well-being of the people. These devices comprise the Internet of Medical Things, but it is generally diff...

  • Review
  • Open Access

Stroke Rehabilitation, Novel Technology and the Internet of Medical Things

  • Ana Costa,
  • Eric Schmalzried,
  • Jing Tong,
  • Brandon Khanyan,
  • Weidong Wang,
  • Zhaosheng Jin and
  • Sergio D. Bergese
Brain Sci.2026, 16(2), 124;https://doi.org/10.3390/brainsci16020124 
(registering DOI)

24 January 2026

Stroke continues to impose an enormous morbidity and mortality burden worldwide. Stroke survivors often incur debilitating consequences that impair motor function, independence in activities of daily living and quality of life. Rehabilitation is a pi...

  • Article
  • Open Access
33 Citations
7,355 Views
27 Pages

RAMi: A New Real-Time Internet of Medical Things Architecture for Elderly Patient Monitoring

  • Olivier Debauche,
  • Jean Bertin Nkamla Penka,
  • Saïd Mahmoudi,
  • Xavier Lessage,
  • Moad Hani,
  • Pierre Manneback,
  • Uriel Kanku Lufuluabu,
  • Nicolas Bert,
  • Dounia Messaoudi and
  • Adriano Guttadauria

7 September 2022

The aging of the world’s population, the willingness of elderly to remain independent, and the recent COVID-19 pandemic have demonstrated the urgent need for home-based diagnostic and patient monitoring systems to reduce the financial and organ...

  • Article
  • Open Access
22 Citations
4,311 Views
22 Pages

27 April 2024

IoT has seen remarkable growth, particularly in healthcare, leading to the rise of IoMT. IoMT integrates medical devices for real-time data analysis and transmission but faces challenges in data security and interoperability. This research identifies...

  • Article
  • Open Access
49 Citations
4,032 Views
17 Pages

18 January 2023

The Internet of Medical Things (IoMT) is used in the medical ecosystem through medical IoT sensors, such as blood glucose, heart rate, temperature, and pulse sensors. To maintain a secure sensor network and a stable IoMT environment, it is important...

  • Article
  • Open Access
10 Citations
2,360 Views
17 Pages

As big data and data mining technology advance, research on the collection and analysis of medical data on the internet of medical things (IoMT) has gained increasing attention. Medical institutions often collect users’ signs and symptoms from...

  • Review
  • Open Access
37 Citations
5,844 Views
30 Pages

26 July 2022

The Internet of Medical Things (IoMT) has revolutionized the world of healthcare by remotely connecting patients to healthcare providers through medical devices connected over the Internet. IoMT devices collect patients’ medical data and share...

  • Article
  • Open Access
7 Citations
2,631 Views
14 Pages

An Optimal Authentication Scheme through Dual Signature for the Internet of Medical Things

  • Zainab Jamroz,
  • Insaf Ullah,
  • Bilal Hassan,
  • Noor Ul Amin,
  • Muhammad Asghar Khan,
  • Pascal Lorenz and
  • Nisreen Innab

The Internet of Medical Things (IoMT) overcomes the flaws in the traditional healthcare system by enabling remote administration, more effective use of resources, and the mobility of medical devices to fulfil the patient’s needs. The IoMT makes...

  • Article
  • Open Access
66 Citations
23,526 Views
14 Pages

A Flexible, Wearable, and Wireless Biosensor Patch with Internet of Medical Things Applications

  • Duc Tri Phan,
  • Cong Hoan Nguyen,
  • Thuy Dung Pham Nguyen,
  • Le Hai Tran,
  • Sumin Park,
  • Jaeyeop Choi,
  • Byeong-il Lee and
  • Junghwan Oh

22 February 2022

Monitoring the vital signs and physiological responses of the human body in daily activities is particularly useful for the early diagnosis and prevention of cardiovascular diseases. Here, we proposed a wireless and flexible biosensor patch for conti...

  • Review
  • Open Access
70 Citations
8,857 Views
31 Pages

Prospect of Internet of Medical Things: A Review on Security Requirements and Solutions

  • Pintu Kumar Sadhu,
  • Venkata P. Yanambaka,
  • Ahmed Abdelgawad and
  • Kumar Yelamarthi

24 July 2022

With the widespread and increasing use of Internet-of-Things (IoT) devices in all aspects of daily life, a hopeful future for people, data, and processes is emerging. Extensive spans allow for an integrated life cycle to be created from home to enter...

  • Review
  • Open Access
574 Views
39 Pages

24 October 2025

The Internet of Medical Things (IoMT) comprises the application of traditional Internet of Things (IoT) technologies in the healthcare domain. IoMT ensures seamless data-sharing among hospitals, patients, and healthcare service providers, thereby tra...

  • Article
  • Open Access
18 Citations
11,240 Views
46 Pages

Ambient Intelligence (AMI) represents a significant advancement in information technology that is perceptive, adaptable, and finely attuned to human needs. It holds immense promise across diverse domains, with particular relevance to healthcare. The...

  • Article
  • Open Access
36 Citations
5,261 Views
21 Pages

Quantum Machine Learning for Security Assessment in the Internet of Medical Things (IoMT)

  • Anand Singh Rajawat,
  • S. B. Goyal,
  • Pradeep Bedi,
  • Tony Jan,
  • Md Whaiduzzaman and
  • Mukesh Prasad

15 August 2023

Internet of Medical Things (IoMT) is an ecosystem composed of connected electronic items such as small sensors/actuators and other cyber-physical devices (CPDs) in medical services. When these devices are linked together, they can support patients th...

  • Feature Paper
  • Article
  • Open Access
31 Citations
4,019 Views
13 Pages

Secured Big Data Analytics for Decision-Oriented Medical System Using Internet of Things

  • Amjad Rehman,
  • Khalid Haseeb,
  • Tanzila Saba,
  • Jaime Lloret and
  • Usman Tariq

The Internet of Medical Things (IoMT) has shown incredible development with the growth of medical systems using wireless information technologies. Medical devices are biosensors that can integrate with physical things to make smarter healthcare appli...

  • Article
  • Open Access
38 Citations
3,467 Views
19 Pages

Trusted and Secure Blockchain-Based Architecture for Internet-of-Medical-Things

  • Aniruddha Bhattacharjya,
  • Kamil Kozdrój,
  • Grzegorz Bazydło and
  • Remigiusz Wisniewski

16 August 2022

The Internet of Medical Things (IoMT) global market has grown and developed significantly in recent years, and the number of IoMT devices is increasing every year. IoMT systems are now very popular and have become part of our everyday life. However,...

  • Review
  • Open Access
5 Citations
2,934 Views
22 Pages

20 November 2024

The Internet of Medical Things (IoMT), an extension of the Internet of Things (IoT), is still in its early stages of development. Challenges that are inherent to IoT, persist in IoMT as well. The major focus is on data transmission within the healthc...

  • Review
  • Open Access
135 Citations
11,722 Views
22 Pages

Internet of Medical Things Privacy and Security: Challenges, Solutions, and Future Trends from a New Perspective

  • Firuz Kamalov,
  • Behrouz Pourghebleh,
  • Mehdi Gheisari,
  • Yang Liu and
  • Sherif Moussa

10 February 2023

The Internet of Medical Things (IoMT), an application of the Internet of Things (IoT) in the medical domain, allows data to be transmitted across communication networks. In particular, IoMT can help improve the quality of life of citizens and older p...

  • Review
  • Open Access
153 Citations
17,201 Views
36 Pages

Internet of Medical Things and Healthcare 4.0: Trends, Requirements, Challenges, and Research Directions

  • Manar Osama,
  • Abdelhamied A. Ateya,
  • Mohammed S. Sayed,
  • Mohamed Hammad,
  • Paweł Pławiak,
  • Ahmed A. Abd El-Latif and
  • Rania A. Elsayed

25 August 2023

Healthcare 4.0 is a recent e-health paradigm associated with the concept of Industry 4.0. It provides approaches to achieving precision medicine that delivers healthcare services based on the patient’s characteristics. Moreover, Healthcare 4.0...

  • Article
  • Open Access
106 Citations
7,429 Views
25 Pages

An Anomaly-Based Intrusion Detection System for Internet of Medical Things Networks

  • Georgios Zachos,
  • Ismael Essop,
  • Georgios Mantas,
  • Kyriakos Porfyrakis,
  • José C. Ribeiro and
  • Jonathan Rodriguez

20 October 2021

Over the past few years, the healthcare sector is being transformed due to the rise of the Internet of Things (IoT) and the introduction of the Internet of Medical Things (IoMT) technology, whose purpose is the improvement of the patient’s quality of...

  • Review
  • Open Access
141 Citations
16,015 Views
21 Pages

7 November 2018

As the life expectancy of individuals increases with recent advancements in medicine and quality of living, it is important to monitor the health of patients and healthy individuals on a daily basis. This is not possible with the current health care...

  • Review
  • Open Access
106 Citations
12,284 Views
31 Pages

Security and Privacy Issues in Medical Internet of Things: Overview, Countermeasures, Challenges and Future Directions

  • Mohamed Elhoseny,
  • Navod Neranjan Thilakarathne,
  • Mohammed I. Alghamdi,
  • Rakesh Kumar Mahendran,
  • Akber Abid Gardezi,
  • Hesiri Weerasinghe and
  • Anuradhi Welhenge

21 October 2021

The rapid development and the expansion of Internet of Things (IoT)-powered technologies have strengthened the way we live and the quality of our lives in many ways by combining Internet and communication technologies through its ubiquitous nature. A...

  • Article
  • Open Access
8 Citations
5,255 Views
19 Pages

14 January 2022

Home-based healthcare provides a viable and cost-effective method of delivery for resource- and labour-intensive therapies, such as rehabilitation therapies, including anorectal biofeedback. However, existing systems for home anorectal biofeedback ar...

  • Article
  • Open Access
2,115 Views
31 Pages

A Novel Internet of Medical Things Hybrid Model for Cybersecurity Anomaly Detection

  • Mohammad Zubair Khan,
  • Abdulhakim Sabur and
  • Hamza Ghandorh

21 October 2025

The proliferation of Internet of Medical Things (IoMT) devices connected to the internet poses significant challenges to data integrity, confidentiality, and patient safety due to their vulnerability to outside exploitation. Specifically, IoMT device...

  • Article
  • Open Access
71 Citations
9,058 Views
14 Pages

A Generative Adversarial Network (GAN) Technique for Internet of Medical Things Data

  • Ivan Vaccari,
  • Vanessa Orani,
  • Alessia Paglialonga,
  • Enrico Cambiaso and
  • Maurizio Mongelli

27 May 2021

The application of machine learning and artificial intelligence techniques in the medical world is growing, with a range of purposes: from the identification and prediction of possible diseases to patient monitoring and clinical decision support syst...

  • Article
  • Open Access
7 Citations
4,466 Views
17 Pages

Despite recent significant advancements in large language models (LLMs) for medical services, the deployment difficulties of LLMs in e-healthcare hinder complex medical applications in the Internet of Medical Things (IoMT). People are increasingly co...

  • Article
  • Open Access
27 Citations
3,615 Views
15 Pages

Harris-Hawk-Optimization-Based Deep Recurrent Neural Network for Securing the Internet of Medical Things

  • Sidra Abbas,
  • Gabriel Avelino Sampedro,
  • Mideth Abisado,
  • Ahmad Almadhor,
  • Iqra Yousaf and
  • Seng-Phil Hong

The healthcare industry has recently shown much interest in the Internet of Things (IoT). The Internet of Medical Things (IoMT) is a component of the IoTs in which medical appliances transmit information to communicate critical information. The growt...

  • Article
  • Open Access
24 Citations
6,194 Views
15 Pages

Future of Drug Discovery: The Synergy of Edge Computing, Internet of Medical Things, and Deep Learning

  • Mohammad (Behdad) Jamshidi,
  • Omid Moztarzadeh,
  • Alireza Jamshidi,
  • Ahmed Abdelgawad,
  • Ayman S. El-Baz and
  • Lukas Hauer

The global spread of COVID-19 highlights the urgency of quickly finding drugs and vaccines and suggests that similar challenges will arise in the future. This underscores the need for ongoing efforts to overcome the obstacles involved in the developm...

  • Article
  • Open Access
118 Citations
6,993 Views
18 Pages

A Particle Swarm Optimization and Deep Learning Approach for Intrusion Detection System in Internet of Medical Things

  • Rajasekhar Chaganti,
  • Azrour Mourade,
  • Vinayakumar Ravi,
  • Naga Vemprala,
  • Amit Dua and
  • Bharat Bhushan

8 October 2022

Integrating the internet of things (IoT) in medical applications has significantly improved healthcare operations and patient treatment activities. Real-time patient monitoring and remote diagnostics allow the physician to serve more patients and sav...

  • Article
  • Open Access
36 Citations
10,003 Views
15 Pages

Visualization of Remote Patient Monitoring System Based on Internet of Medical Things

  • Mudassar Ali Khan,
  • Ikram Ud Din,
  • Byung-Seo Kim and
  • Ahmad Almogren

16 May 2023

Remote patient monitoring (RPM) has become a crucial tool for healthcare professionals in the monitoring and management of patients, particularly for patients with chronic illnesses. RPM has undergone improvements in its capability to deliver real-ti...

  • Article
  • Open Access
97 Citations
13,037 Views
29 Pages

1 August 2023

The concept of smart and connected healthcare has emerged in response to the growing demand for the improvement of healthcare systems and the increasing prevalence of chronic diseases. Looking towards the future, smart healthcare holds great potentia...

  • Review
  • Open Access
99 Citations
11,237 Views
25 Pages

Towards a Secure and Sustainable Internet of Medical Things (IoMT): Requirements, Design Challenges, Security Techniques, and Future Trends

  • Bharat Bhushan,
  • Avinash Kumar,
  • Ambuj Kumar Agarwal,
  • Amit Kumar,
  • Pronaya Bhattacharya and
  • Arun Kumar

3 April 2023

Recent advances in machine-to-machine (M2M) communications, mini-hardware manufacturing, and micro computing have led to the development of the Internet of Things (IoT). The IoT is integrated with medical devices in order to enable better treatment,...

  • Article
  • Open Access
8 Citations
4,660 Views
18 Pages

A Spatio-Temporal Graph Convolutional Network Model for Internet of Medical Things (IoMT)

  • Dipon Kumar Ghosh,
  • Amitabha Chakrabarty,
  • Hyeonjoon Moon and
  • M. Jalil Piran

2 November 2022

In order to provide intelligent and efficient healthcare services in the Internet of Medical Things (IoMT), human action recognition (HAR) can play a crucial role. As a result of their stringent requirements, such as high computational complexity and...

  • Review
  • Open Access
7 Citations
3,690 Views
48 Pages

Navigating Challenges and Harnessing Opportunities: Deep Learning Applications in Internet of Medical Things

  • John Mulo,
  • Hengshuo Liang,
  • Mian Qian,
  • Milon Biswas,
  • Bharat Rawal,
  • Yifan Guo and
  • Wei Yu

Integrating deep learning (DL) with the Internet of Medical Things (IoMT) is a paradigm shift in modern healthcare, offering enormous opportunities for patient care, diagnostics, and treatment. Implementing DL with IoMT has the potential to deliver b...

  • Article
  • Open Access
62 Citations
5,269 Views
18 Pages

A Novel Framework on Security and Energy Enhancement Based on Internet of Medical Things for Healthcare 5.0

  • Rajesh Natarajan,
  • Gururaj Harinahallo Lokesh,
  • Francesco Flammini,
  • Anitha Premkumar,
  • Vinoth Kumar Venkatesan and
  • Shashi Kant Gupta

Background: The Internet of Medical Things, often known as IoMT, is a revolutionary method of connecting medical equipment and the software that operates on it to the computer networks that are used in healthcare 5.0. The rapid development of smart m...

  • Article
  • Open Access
97 Citations
8,040 Views
20 Pages

Medical Internet-of-Things Based Breast Cancer Diagnosis Using Hyperparameter-Optimized Neural Networks

  • Roseline Oluwaseun Ogundokun,
  • Sanjay Misra,
  • Mychal Douglas,
  • Robertas Damaševičius and
  • Rytis Maskeliūnas

In today’s healthcare setting, the accurate and timely diagnosis of breast cancer is critical for recovery and treatment in the early stages. In recent years, the Internet of Things (IoT) has experienced a transformation that allows the analysi...

  • Article
  • Open Access
21 Citations
3,602 Views
14 Pages

A Hybrid Genetic Algorithm-Based Random Forest Model for Intrusion Detection Approach in Internet of Medical Things

  • Monire Norouzi,
  • Zeynep Gürkaş-Aydın,
  • Özgür Can Turna,
  • Mehmet Yavuz Yağci,
  • Muhammed Ali Aydin and
  • Alireza Souri

10 October 2023

The Internet of Medical Things (IoMT) is a bio-network of associated medical devices, which is slowly improving the healthcare industry by focusing its abilities on enhancing personal healthcare benefits with medical data. Moreover, the IoMT tries to...

  • Article
  • Open Access
52 Citations
6,294 Views
26 Pages

Optimization System Based on Convolutional Neural Network and Internet of Medical Things for Early Diagnosis of Lung Cancer

  • Yossra Hussain Ali,
  • Varghese Sabu Chooralil,
  • Karthikeyan Balasubramanian,
  • Rajasekhar Reddy Manyam,
  • Sekar Kidambi Raju,
  • Ahmed T. Sadiq and
  • Alaa K. Farhan

Recently, deep learning and the Internet of Things (IoT) have been widely used in the healthcare monitoring system for decision making. Disease prediction is one of the emerging applications in current practices. In the method described in this paper...

  • Article
  • Open Access
22 Citations
3,873 Views
14 Pages

Multi-Layered Non-Local Bayes Model for Lung Cancer Early Diagnosis Prediction with the Internet of Medical Things

  • Yossra Hussain Ali,
  • Seelammal Chinnaperumal,
  • Raja Marappan,
  • Sekar Kidambi Raju,
  • Ahmed T. Sadiq,
  • Alaa K. Farhan and
  • Palanivel Srinivasan

The Internet of Things (IoT) has been influential in predicting major diseases in current practice. The deep learning (DL) technique is vital in monitoring and controlling the functioning of the healthcare system and ensuring an effective decision-ma...

  • Article
  • Open Access
3 Citations
2,638 Views
22 Pages

13 August 2025

This paper presents a cross-layer intrusion detection framework leveraging explainable artificial intelligence (XAI) and interpretability methods to enhance transparency and robustness in attack detection within the Internet of Medical Things (IoMT)...

  • Article
  • Open Access
31 Citations
2,959 Views
33 Pages

Securing Critical User Information over the Internet of Medical Things Platforms Using a Hybrid Cryptography Scheme

  • Oluwakemi Christiana Abikoye,
  • Esau Taiwo Oladipupo,
  • Agbotiname Lucky Imoize,
  • Joseph Bamidele Awotunde,
  • Cheng-Chi Lee and
  • Chun-Ta Li

28 February 2023

The application of the Internet of Medical Things (IoMT) in medical systems has brought much ease in discharging healthcare services by medical practitioners. However, the security and privacy preservation of critical user data remain the reason the...

  • Article
  • Open Access
1 Citations
1,815 Views
21 Pages

Technoeconomic Analysis for Deployment of Gait-Oriented Wearable Medical Internet-of-Things Platform in Catalonia

  • Marc Codina,
  • David Castells-Rufas,
  • Maria-Jesus Torrelles and
  • Jordi Carrabina

The Internet of Medical Things (IoMT) extends the concept of eHealth and mHealth for patients with continuous monitoring requirements. This research concentrates on the use of wearable devices based on the use of inertial measurement units (IMUs) tha...

  • Article
  • Open Access
38 Citations
3,783 Views
18 Pages

16 May 2023

The Internet of Medical Things (IoMT) is a network of healthcare devices such as wearables, diagnostic equipment, and implantable devices, which are linked to the internet and can communicate with one another. Blockchain (BC) technology can design a...

  • Article
  • Open Access
14 Citations
3,478 Views
18 Pages

A Privacy-Preserved Internet-of-Medical-Things Scheme for Eradication and Control of Dengue Using UAV

  • Amir Ali,
  • Shibli Nisar,
  • Muhammad Asghar Khan,
  • Syed Agha Hassnain Mohsan,
  • Fazal Noor,
  • Hala Mostafa and
  • Mohamed Marey

10 October 2022

Dengue is a mosquito-borne viral infection, found in tropical and sub-tropical climates worldwide, mostly in urban and semi-urban areas. Countries like Pakistan receive heavy rains annually resulting in floods in urban cities due to poor drainage sys...

  • Article
  • Open Access
11 Citations
3,745 Views
23 Pages

15 March 2023

Digital healthcare services have seen significant growth in this decade and many new technologies have been thoroughly examined to provide efficient services through secure infrastructures. The Internet of Medical Things (IoMT) revitalizes a healthca...

  • Proceeding Paper
  • Open Access
627 Views
9 Pages

10 November 2025

In general, epilepsy is considered to be one of most prevalent neurological disorders and frequently appears as sudden seizures resulting in injuries, accidents, sudden unexpected death, etc. Also, it is reported that around 60 million people across...

  • Article
  • Open Access
2 Citations
1,415 Views
26 Pages

13 May 2025

The Internet of Medical Things (IoMT) creates interconnected networks of smart medical devices, utilizing extensive medical data collection to improve patient outcomes, streamline resource management, and guarantee comprehensive life-cycle security....

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