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44 Results Found

  • Article
  • Open Access
9 Citations
3,873 Views
16 Pages

Effects of Training and Calibration Data on Surface Electromyogram-Based Recognition for Upper Limb Amputees

  • Pan Yao,
  • Kaifeng Wang,
  • Weiwei Xia,
  • Yusen Guo and ,
  • Tiezhu Liu,
  • Mengdi Han,
  • Guangyang Gou,
  • Chunxiu Liu and
  • Ning Xue
  • + 4 authors+ 0 author

31 January 2024

Surface electromyogram (sEMG)-based gesture recognition has emerged as a promising avenue for developing intelligent prostheses for upper limb amputees. However, the temporal variations in sEMG have rendered recognition models less efficient than ant...

(This article belongs to the Section Wearables)
  • Review
  • Open Access
11 Citations
10,183 Views
34 Pages

Robotic Prostheses and Neuromuscular Interfaces: A Review of Design and Technological Trends

  • Pedro Garcia Batista,
  • André Costa Vieira and
  • Pedro Dinis Gaspar

3 September 2025

Neuromuscular robotic prostheses have emerged as a critical convergence point between biomedical engineering, machine learning, and human–machine interfaces. This work provides a narrative state-of-the-art review regarding recent developments i...

(This article belongs to the Special Issue Recent Developments in Machine Design, Automation and Robotics, Second Edition)
  • Article
  • Open Access
1 Citations
2,810 Views
19 Pages

15 January 2024

Intelligent transfemoral prostheses, which have recently been studied, are equipped with a microcontroller, providing appropriate motion functions for their walking environments. Thus, studies have been conducted to estimate user intentions in locomo...

(This article belongs to the Special Issue Applications of Wearable Sensors and Image Processing in Assistive and Rehabilitative Technologies)
  • Article
  • Open Access
15 Citations
3,878 Views
18 Pages

Artificial Intelligence-Based Solution in Personalized Computer-Aided Arthroscopy of Shoulder Prostheses

  • Haseeb Sultan,
  • Muhammad Owais,
  • Jiho Choi,
  • Tahir Mahmood and ,
  • Adnan Haider,
  • Nadeem Ullah and
  • Kang Ryoung Park
  • + 2 authors+ 0 author

14 January 2022

Background: Early recognition of prostheses before reoperation can reduce perioperative morbidity and mortality. Because of the intricacy of the shoulder biomechanics, accurate classification of implant models before surgery is fundamental for planni...

(This article belongs to the Special Issue Artificial Intelligence Application in Health Care System)
  • Article
  • Open Access
547 Views
28 Pages

9 September 2026

Images from high-resolution cameras are mapped onto a sparse pattern of low spatial resolution and intensity in the retina, which limits visual perception in retinal prosthetic vision. When the entire scene is converted into phosphenes, it may allow...

(This article belongs to the Special Issue Exploration of Bioinspired Computer Vision and Pattern Recognition: 2nd Edition)
  • Systematic Review
  • Open Access
5 Citations
2,121 Views
12 Pages

Nitinol Prosthesis in Stapes Surgery: Evolution from Heat-Activated to Superelastic Nitinol: A Systematic Review

  • Andrea Achena,
  • Ludovica Pacelli,
  • Carmine Prizio,
  • Gabriella Mantini and ,
  • Angelo Placentino,
  • Remo Accorona,
  • Valerio Valenzise,
  • Francesco Pilolli,
  • Giorgio Luigi Ormellese and
  • Alberto Dragonetti
  • + 6 authors+ 1 author

7 February 2025

Background/Objectives: Stapes surgery is a well-established treatment for conductive hearing loss caused by otosclerosis, with the choice of prosthesis playing a pivotal role in audiological outcomes and safety. Heat-activated and superelastic nitino...

(This article belongs to the Special Issue Clinical Diagnosis and Surgical Strategies Update on Ear Disorders)
  • Article
  • Open Access
2 Citations
2,166 Views
24 Pages

14 April 2025

To improve the adaptability of the hand prosthesis, we propose a new smart control for a physiological finger prosthesis using the advantages of the deep deterministic policy gradient (DDPG) algorithm. A rigid body model was developed to represent th...

(This article belongs to the Section Neurorobotics)
  • Article
  • Open Access
299 Views
37 Pages

Finite-element analysis (FEA) is a widely used computational method for predicting the biomechanical response of implant-supported prostheses, but its computational cost limits its use in large-scale parametric exploration or chairside decision suppo...

(This article belongs to the Section Artificial Intelligence-Based Technologies)
  • Review
  • Open Access
10 Citations
7,073 Views
14 Pages

From Conventional to Smart Prosthetics: Redefining Complete Denture Therapy Through Technology and Regenerative Science

  • Andrea Bors,
  • Simona Mucenic,
  • Adriana Monea,
  • Alina Ormenisan and
  • Gabriela Beresescu

18 June 2025

Background and Objectives: Complete dentures remain a primary solution for oral rehabilitation in aging and medically compromised populations. The integration of digital workflows, regenerative materials, and smart technologies is propelling prosthod...

(This article belongs to the Topic Advances in Dental Materials)
  • Article
  • Open Access
4 Citations
3,221 Views
20 Pages

Lower Limb Motion Recognition Based on Surface Electromyography Decoding Using S-Transform Energy Concentration

  • Baoyu Li,
  • Guanghua Xu,
  • Jinju Pei,
  • Dan Luo and ,
  • Hui Li,
  • Chenghang Du,
  • Kai Zhang and
  • Sicong Zhang
  • + 3 authors+ 0 author

23 April 2025

Lower limb motion recognition using surface electromyography (EMG) enhances human-computer interaction for intelligent prostheses. This study proposes a surface electromyography (EMG)-based scheme for lower limb motion recognition to enhance human-co...

(This article belongs to the Section Robotics, Mechatronics and Intelligent Machines)
  • Review
  • Open Access
98 Citations
16,279 Views
17 Pages

Investigation on the Application of Artificial Intelligence in Prosthodontics

  • Abdulkhaliq Ali F. Alshadidi,
  • Ahid Amer Alshahrani,
  • Lujain Ibrahim N. Aldosari,
  • Saurabh Chaturvedi and ,
  • Ravinder S. Saini,
  • Saeed Awod Bin Hassan,
  • Marco Cicciù and
  • Giuseppe Minervini
  • + 3 authors+ 0 author

16 April 2023

Artificial intelligence (AI) is a contemporary, information-driven innovative technology. Prosthetic dentistry, also known as prosthodontics, is the restoration and reconstruction of missing teeth utilizing implants for permanent and removable prosth...

(This article belongs to the Special Issue Digitalization, Technologies, New Approaches, and Telemedicine in Dentistry and Craniofacial/Temporomandibular Disorders)
  • Review
  • Open Access
15 Citations
12,103 Views
26 Pages

28 January 2025

Three-dimensional printing has significantly transformed the design and manufacture of robotic prostheses, making these devices more accessible, customized, and functional. This paper examines the historical evolution of prosthetic technology, tracin...

(This article belongs to the Section Additive Manufacturing Technologies)
  • Article
  • Open Access
2 Citations
1,845 Views
15 Pages

Adaptive Prosthetic Trajectory Estimation Based on Key Points Constraints

  • Lei Sun,
  • Honglei An,
  • Hongxu Ma,
  • Qing Wei and
  • Jialong Gao

5 April 2024

Lower limb knee–ankle prostheses can effectively assist above-knee amputees in completing their basic daily activities. This study explored methods for estimating the joint kinematics of intelligent lower limb prostheses to better adapt them to...

  • Article
  • Open Access
12 Citations
4,609 Views
20 Pages

Evaluation of User-Prosthesis-Interfaces for sEMG-Based Multifunctional Prosthetic Hands

  • Julio Fajardo,
  • Guillermo Maldonado,
  • Diego Cardona,
  • Victor Ferman and
  • Eric Rohmer

26 October 2021

The complexity of the user interfaces and the operating modes present in numerous assistive devices, such as intelligent prostheses, influence patients to shed them from their daily living activities. A methodology to evaluate how diverse aspects imp...

(This article belongs to the Special Issue Machine Learning and Multimodal Sensing for Smart Wearable Assistive Robotics)
  • Article
  • Open Access
18 Citations
4,601 Views
14 Pages

14 February 2020

Myoelectric prostheses help amputees to regain independence and a higher quality of life. These prostheses are controlled by electromyography, which measures an electrical signal at the skin surface during muscle contractions. In this contribution, t...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
3 Citations
2,858 Views
24 Pages

Design and Testing of an Emg-Controlled Semi-Active Knee Prosthesis

  • Kassymbek Ozhikenov,
  • Yerkebulan Nurgizat,
  • Abu-Alim Ayazbay,
  • Arman Uzbekbayev and ,
  • Aidos Sultan,
  • Arailym Nussibaliyeva,
  • Nursultan Zhetenbayev,
  • Raushan Kalykpaeva and
  • Gani Sergazin
  • + 4 authors+ 0 author

10 December 2025

Affordable, sensor-driven lower-limb prostheses remain scarce in middle-income health systems. We report the design, numerical justification, and bench validation of a semi-active transfemoral prosthesis featuring surface electromyography (EMG) contr...

(This article belongs to the Special Issue Recent Advances in Sensor Technology and Robotics Integration)
  • Article
  • Open Access
25 Citations
17,243 Views
17 Pages

21 June 2018

Objective: Maxillectomy often results in a high level of morbidity with significant psychological and functional implications for patients. The aims of the present study were to assess the effectiveness of the maxillary obturator as a speech rehabili...

  • Review
  • Open Access
53 Citations
10,043 Views
23 Pages

4 March 2024

Technological advances and the development of new and advanced materials allow the transition from three-dimensional (3D) printing to the innovation of four-dimensional (4D) printing. 3D printing is the process of precisely creating objects with comp...

(This article belongs to the Special Issue Advanced Additive Processes and 3D Printing for Polymer Composites)
  • Article
  • Open Access
4 Citations
2,713 Views
15 Pages

A Comparison of Myoelectric Control Modes for an Assistive Robotic Virtual Platform

  • Cristina Polo-Hortigüela,
  • Miriam Maximo,
  • Carlos A. Jara,
  • Jose L. Ramon and ,
  • Gabriel J. Garcia and
  • Andres Ubeda
  • + 1 author+ 0 author

In this paper, we propose a daily living situation where objects in a kitchen can be grasped and stored in specific containers using a virtual robot arm operated by different myoelectric control modes. The main goal of this study is to prove the feas...

(This article belongs to the Special Issue Robotic Assisted Rehabilitation and Therapy)
  • Article
  • Open Access
21 Citations
5,065 Views
20 Pages

1 May 2018

A few prosthetic control systems in the scientific literature obtain pattern recognition algorithms adapted to changes that occur in the myoelectric signal over time and, frequently, such systems are not natural and intuitive. These are some of the s...

(This article belongs to the Special Issue Assistance Robotics and Biosensors)
  • Article
  • Open Access
3 Citations
1,696 Views
17 Pages

A Novel Hand Motion Intention Recognition Method That Decodes EMG Signals Based on an Improved LSTM

  • Tian-Ao Cao,
  • Hongyou Zhou,
  • Zhengkui Chen,
  • Yiwei Dai and ,
  • Min Fang,
  • Chengze Wu,
  • Lurong Jiang,
  • Yanyun Dai and
  • Jijun Tong
  • + 4 authors+ 0 author

23 September 2025

Electromyography (EMG) signals reflect hand motion intention and exhibit a certain degree of amplitude symmetry. Nowadays, recognition of hand motion intention based on EMG has enriched its burgeoning promotion in various applications, such as rehabi...

(This article belongs to the Section A: Computer Science)
  • Article
  • Open Access
8 Citations
4,601 Views
20 Pages

Neuromorphic Analog Machine Vision Enabled by Nanoelectronic Memristive Devices

  • Sergey Shchanikov,
  • Ilya Bordanov,
  • Alexey Kucherik,
  • Evgeny Gryaznov and
  • Alexey Mikhaylov

16 December 2023

Arrays of memristive devices coupled with photosensors can be used for capturing and processing visual information, thereby realizing the concept of “in-sensor computing”. This is a promising concept associated with the development of com...

(This article belongs to the Special Issue Artificial Intelligence (AI) in Neuroscience)
  • Article
  • Open Access
6 Citations
5,715 Views
18 Pages

Implementation of an Intelligent EMG Signal Classifier Using Open-Source Hardware

  • Nelson Cárdenas-Bolaño,
  • Aura Polo and
  • Carlos Robles-Algarín

18 December 2023

This paper presents the implementation of an intelligent real-time single-channel electromyography (EMG) signal classifier based on open-source hardware. The article shows the experimental design, analysis, and implementation of a solution to identif...

(This article belongs to the Special Issue Machine and Deep Learning in the Health Domain)
  • Review
  • Open Access
10 Citations
6,185 Views
23 Pages

21 August 2025

Robotic-assisted rehabilitation has become an essential field in supporting the functional recovery of patients with neurological, musculoskeletal or post-traumatic conditions. This paper provides a systematic and applicative analysis of the control...

  • Article
  • Open Access
31 Citations
4,355 Views
20 Pages

Appropriate Feature Set and Window Parameters Selection for Efficient Motion Intent Characterization towards Intelligently Smart EMG-PR System

  • Mojisola Grace Asogbon,
  • Oluwarotimi Williams Samuel,
  • Yanbing Jiang,
  • Lin Wang and ,
  • Yanjuan Geng,
  • Arun Kumar Sangaiah,
  • Shixiong Chen,
  • Peng Fang and
  • Guanglin Li
  • + 4 authors+ 0 author

16 October 2020

The constantly rising number of limb stroke survivors and amputees has motivated the development of intelligent prosthetic/rehabilitation devices for their arm function restoration. The device often integrates a pattern recognition (PR) algorithm tha...

(This article belongs to the Special Issue Symmetric and Asymmetric Data in Solution Models)
  • Article
  • Open Access
6 Citations
3,181 Views
15 Pages

5 February 2023

Intelligent lower-limb prosthesis appears in the public view due to its attractive and potential functions, which can help amputees restore mobility and return to normal life. To realize the natural transition of locomotion modes, locomotion mode cla...

(This article belongs to the Section Machine Design and Theory)
  • Review
  • Open Access
15 Citations
6,332 Views
21 Pages

Aerosol Jet Printing for Neuroprosthetic Device Development

  • Lander De Waele,
  • Massimo Di Pietro,
  • Stefano Perilli,
  • Emanuele Mantini and ,
  • Giulio Trevisan,
  • Michela Simoncini,
  • Massimo Panella,
  • Viviana Betti,
  • Matteo Laffranchi and
  • Dante Mantini
  • + 5 authors+ 0 author

Aerosol jet printing (AJP) technology has emerged as a transformative tool in neuroprosthetic device development, offering high accuracy and versatility in fabricating complex and miniaturized structures, which are essential for advanced neural inter...

(This article belongs to the Section Biomedical Engineering and Biomaterials)
  • Article
  • Open Access
7 Citations
3,165 Views
20 Pages

26 June 2025

Sonomyography (SMG) is a method of controlling upper-limb prostheses through an innovative human–machine interface by monitoring forearm muscle activity through ultrasonic imaging. Over the past two decades, SMG has shown promise, achieving ove...

(This article belongs to the Section Sensors and Robotics)
  • Article
  • Open Access
8 Citations
3,398 Views
11 Pages

1 February 2023

Intelligent lower-limb prostheses aims to make amputees walk more comfortably and symmetrically which requires the dynamic altering of gait parameters such as walking speed. Some solutions have been proposed such as direct integration and machine lea...

(This article belongs to the Special Issue New Trends in Smart Wearable and Interactive Mechatronic Systems)
  • Article
  • Open Access
5 Citations
3,571 Views
14 Pages

Embedded Machine Learning System for Muscle Patterns Detection in a Patient with Shoulder Disarticulation

  • Erick Guzmán-Quezada,
  • Claudia Mancilla-Jiménez,
  • Fernanda Rosas-Agraz,
  • Rebeca Romo-Vázquez and
  • Hugo Vélez-Pérez

21 May 2024

The integration of artificial intelligence (AI) models in the classification of electromyographic (EMG) signals represents a significant advancement in the design of control systems for prostheses. This study explores the development of a portable sy...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
24 Citations
3,583 Views
18 Pages

13 January 2021

Smart wearable robotic system, such as exoskeleton assist device and powered lower limb prostheses can rapidly and accurately realize man–machine interaction through locomotion mode recognition system. However, previous locomotion mode recognit...

(This article belongs to the Section Wearables)
  • Case Report
  • Open Access
1 Citations
1,022 Views
18 Pages

Maxillary Resection Prosthesis Retained by Telescopic Crowns and a Rotational Latching Mechanism: A Case Report

  • Panagiota Chatzidou,
  • Savvas Kamalakidis,
  • John Fanourgiakis,
  • Mathildi Tsekou and
  • Olga Naka

Context: Prosthetic rehabilitation of acquired maxillary defects with Maxillary Resection Prostheses (MRPs) remains biomechanically challenging, particularly in partially edentulous patients, where conventional clasp-retained designs often yield subo...

(This article belongs to the Section Oral and Maxillofacial Surgery)
  • Article
  • Open Access
15 Citations
3,880 Views
12 Pages

17 November 2022

Real-time gait event detection (GED) using inertial sensors is important for applications such as remote gait assessments, intelligent assistive devices including microprocessor-based prostheses or exoskeletons, and gait training systems. GED algorit...

(This article belongs to the Collection Sensors for Gait, Human Movement Analysis, and Health Monitoring)
  • Proceeding Paper
  • Open Access
4 Citations
6,420 Views
5 Pages

The Use of AI for Prosthodontic Restoration: Predictable and Safer Dentistry

  • Gabriele Cervino,
  • Matteo Peditto,
  • Marco Portelli,
  • Angela Militi and ,
  • Giovanni Matarese,
  • Luca Fiorillo,
  • Riccardo Nucera and
  • Giacomo Oteri
  • + 3 authors+ 0 author

26 October 2023

This scientific article proposal explores the potential benefits of using artificial intelligence (AI) in prosthodontic restoration to achieve predictable and safer dental outcomes. Prosthodontic restoration involves designing, fabricating, and placi...

(This article belongs to the Proceedings of The 4th International Electronic Conference on Applied Sciences)
  • Article
  • Open Access
791 Views
19 Pages

AI-Based Two-Stage Estimation of Ankle Dorsiflexion from a Single IMU: A Gazebo-Based Transtibial Prosthesis Simulation Study

  • Diana C. Martínez,
  • Oscar M. Navas,
  • Juan S. Rada,
  • Carlos Borras and
  • Diego F. Villegas

Background/Objectives: Ankle dorsiflexion plays a fundamental role in gait stability, impact absorption, and the stance-to-swing transition, and its impairment is a major limitation in transtibial prostheses. This study proposes and evaluates a light...

(This article belongs to the Section Injury Biomechanics and Rehabilitation)
  • Review
  • Open Access
149 Views
33 Pages

22 October 2026

Polyetheretherketone (PEEK) has shown broad application prospects in implantable medical devices, including orthopedic, craniofacial, spinal fusion, dental, and extravascular stent applications, owing to its elastic modulus comparable to human cortic...

(This article belongs to the Section Biomimetics of Materials and Structures)
  • Article
  • Open Access
25 Citations
10,380 Views
18 Pages

Kinematic Analysis of Human Gait in Healthy Young Adults Using IMU Sensors: Exploring Relevant Machine Learning Features for Clinical Applications

  • Xavier Marimon,
  • Itziar Mengual,
  • Carlos López-de-Celis,
  • Alejandro Portela and ,
  • Jacobo Rodríguez-Sanz,
  • Iria Andrea Herráez and
  • Albert Pérez-Bellmunt
  • + 2 authors+ 0 author

Background: Gait is the manner or style of walking, involving motor control and coordination to adapt to the surrounding environment. Knowing the kinesthetic markers of normal gait is essential for the diagnosis of certain pathologies or the generati...

(This article belongs to the Special Issue Biomechanics of Human Movement and Its Clinical Applications)
  • Review
  • Open Access
1 Citations
3,678 Views
18 Pages

Technological Doping in Sport: Performance Enhancement, Health, Ethics, and Regulatory Governance: A Narrative Synthesis

  • Dan Iulian Alexe,
  • Prashant Kumar Choudhary,
  • Suchishrava Choudhary,
  • Sohom Saha and ,
  • Bindiya Rawat,
  • Dragoș Ioan Tohănean,
  • Ecaterina Lungu and
  • Cristina Ioana Alexe
  • + 3 authors+ 0 author

Background: Technological innovation increasingly shapes modern sport, influencing performance, athlete safety, and regulatory governance. While new technologies enhance training and monitoring, they also raise concerns regarding fairness, health pro...

(This article belongs to the Special Issue Engineering Human Performance: Advanced Monitoring and Intervention Technologies in Sports Science)
  • Review
  • Open Access
835 Views
27 Pages

The temporomandibular joint (TMJ) is a highly specialized synovial joint responsible for essential functions such as mastication, speech, and swallowing. Owing to its unique anatomical organization, complex biomechanics, and heterogeneous tissue comp...

(This article belongs to the Section Biomaterials for Tissue Engineering and Regenerative Medicine)
  • Systematic Review
  • Open Access
44 Citations
11,319 Views
29 Pages

31 October 2024

Background: Dental care has been transformed by neural networks, introducing advanced methods for improving patient outcomes. By leveraging technological innovation, dental informatics aims to enhance treatment and diagnostic processes. Early diagnos...

(This article belongs to the Special Issue Advances in the Diagnosis of Oral and Maxillofacial Disease)
  • Review
  • Open Access
2 Citations
2,490 Views
17 Pages

Mini- and Micro-Invasive Approaches in Cardiac Surgery: Current Techniques, Outcomes, and Future Perspectives

  • Walter Vignaroli,
  • Barbara Pala,
  • Giuseppe Nasso,
  • Stefano Sechi and ,
  • Giuseppe Campolongo,
  • Giuseppe Speziale and
  • Emiliano Marco Navarra
  • + 2 authors+ 0 author

2 January 2026

Over the past three decades, cardiac surgery has undergone a deep transformation, shifting from full median sternotomy to minimally invasive (MICS) and micro-invasive techniques. These approaches aim to achieve equivalent therapeutic outcomes while r...

(This article belongs to the Special Issue Recent Progress in Cardiac Surgery)
  • Article
  • Open Access
2 Citations
5,526 Views
19 Pages

Integration of EMG and Machine Learning for Real-Time Control of a 3D-Printed Prosthetic Arm

  • Adedotun Adetunla,
  • Chukwuebuka Anulunko,
  • Tien-Chien Jen and
  • Choon Kit Chan

16 December 2025

Background: Advancements in low-cost additive manufacturing and artificial intelligence have enabled new avenues for developing accessible myoelectric prostheses. However, achieving reliable real-time control and ensuring mechanical durability remain...

  • Review
  • Open Access
512 Views
28 Pages

Neural Interfaces for Bidirectional Sensory Restoration in Limb Prostheses: Current Evidence and Clinical Translation

  • Fabiana Battaglia,
  • Cristiano De Marchis,
  • Mariarosaria Galeano,
  • Gabriele Delia and ,
  • Filippo Cucinotta,
  • Felice Sfravara,
  • Alexander Gardetto and
  • Michele Rosario Colonna
  • + 3 authors+ 0 author

16 September 2026

Background: Restoration of sensory feedback has become one of the major goals of modern bidirectional neuroprosthetic rehabilitation, enabling the transition from conventional prosthetic replacement toward bidirectional neuroprosthetic systems capabl...

(This article belongs to the Section Plastic, Reconstructive and Aesthetic Surgery/Aesthetic Medicine)
  • Article
  • Open Access
4 Citations
3,779 Views
17 Pages

A Fully Automated Analysis Pipeline for 4D Flow MRI in the Aorta

  • Ethan M. I. Johnson,
  • Haben Berhane,
  • Elizabeth Weiss,
  • Kelly Jarvis and ,
  • Aparna Sodhi,
  • Kai Yang,
  • Joshua D. Robinson,
  • Cynthia K. Rigsby,
  • Bradley D. Allen and
  • Michael Markl
  • + 5 authors+ 0 author

Four-dimensional (4D) flow MRI has shown promise for the assessment of aortic hemodynamics. However, data analysis traditionally requires manual and time-consuming human input at several stages. This limits reproducibility and affects analysis workfl...

(This article belongs to the Special Issue Recent Advances in Cardiac MRI)