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Karikari E, Koshechkin KA. Review on brain-computer interface technologies in healthcare. Biophys Rev 2023; 15:1351-1358. [PMID: 37974976 PMCID: PMC10643750 DOI: 10.1007/s12551-023-01138-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 08/31/2023] [Indexed: 11/19/2023] Open
Abstract
Brain-computer interface (BCI) technologies have developed as a game changer, altering how humans interact with computers and opening up new avenues for understanding and utilizing the power of the human brain. The goal of this research study is to assess recent breakthroughs in BCI technologies and their future prospects. The paper starts with an outline of the fundamental concepts and principles that underpin BCI technologies. It examines the many forms of BCIs, including as invasive, partially invasive, and non-invasive interfaces, emphasizing their advantages and disadvantages. The progress of BCI hardware and signal processing techniques is investigated, with a focus on the shift from bulky and invasive systems to more portable and user-friendly options. Following that, the article delves into the important advances in BCI applications across several fields. It investigates the use of BCIs in healthcare, particularly in neurorehabilitation, assistive technology, and cognitive enhancement. BCIs' potential for boosting human capacities such as communication, motor control, and sensory perception is being thoroughly researched. Furthermore, the article investigates developing BCI applications in gaming, entertainment, and virtual reality, demonstrating how BCI technologies are growing outside medical and therapeutic settings. The study also gives light on the problems and limits that prevent BCIs from being widely adopted. Ethical concerns about privacy, data security, and informed permission are addressed, highlighting the importance of strong legislative frameworks to enable responsible and ethical usage of BCI technologies. Furthermore, the study delves into technological issues such as increasing signal resolution and precision, increasing system reliability, and enabling smooth connection with existing technology. Finally, this study paper gives an in-depth examination of the advances and future possibilities of BCI technologies. It emphasizes the transformative influence of BCIs on human-computer interaction and their potential to alter healthcare, gaming, and other industries. This research intends to stimulate further innovation and progress in the field of brain-computer interfaces by addressing problems and imagining future possibilities.
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Affiliation(s)
- Evelyn Karikari
- Department of Public Health and Healthcare, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Konstantin A. Koshechkin
- The Digital Health Institute, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
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A Review of Brain Activity and EEG-Based Brain-Computer Interfaces for Rehabilitation Application. BIOENGINEERING (BASEL, SWITZERLAND) 2022; 9:bioengineering9120768. [PMID: 36550974 PMCID: PMC9774292 DOI: 10.3390/bioengineering9120768] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 11/29/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022]
Abstract
Patients with severe CNS injuries struggle primarily with their sensorimotor function and communication with the outside world. There is an urgent need for advanced neural rehabilitation and intelligent interaction technology to provide help for patients with nerve injuries. Recent studies have established the brain-computer interface (BCI) in order to provide patients with appropriate interaction methods or more intelligent rehabilitation training. This paper reviews the most recent research on brain-computer-interface-based non-invasive rehabilitation systems. Various endogenous and exogenous methods, advantages, limitations, and challenges are discussed and proposed. In addition, the paper discusses the communication between the various brain-computer interface modes used between severely paralyzed and locked patients and the surrounding environment, particularly the brain-computer interaction system utilizing exogenous (induced) EEG signals (such as P300 and SSVEP). This discussion reveals with an examination of the interface for collecting EEG signals, EEG components, and signal postprocessing. Furthermore, the paper describes the development of natural interaction strategies, with a focus on signal acquisition, data processing, pattern recognition algorithms, and control techniques.
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Lozada-Martínez ID, Vargas-Rodriguez M, Alarcón-Pacheco GV, Ardila-Acuña LY, Ortega-Sierra MG. Neurogenomics and neuroimaging genetics: the advance of predictive clinical models and risk stratification for cerebrovascular diseases. J Neurosurg Sci 2022; 66:379-380. [PMID: 35511652 DOI: 10.23736/s0390-5616.21.05670-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Ivan D Lozada-Martínez
- World Federation of Neurosurgical Societies, Cartagena, Colombia -
- Latin American Council of Neurocritical Care, Cartagena, Colombia -
- School of Medicine, University of Cartagena, Cartagena, Colombia -
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Estupiñan-Riberoa BD, Montaña-Gómez LM, Montaño-Guzmán JC, Ortega-Sierra MG, Elam-Eraso SAH, Lozada-Martínez ID, Narvaez-Rojas AR. Professionalism, methodological training and evidence in neurosurgery: The case of data from observational studies on unruptured aneurysms. INTERNATIONAL JOURNAL OF SURGERY OPEN 2022. [DOI: 10.1016/j.ijso.2022.100513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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5
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Mass-Hernández LM, Acevedo-Aguilar LM, Lozada-Martínez ID, Osorio-Agudelo LS, Maya-Betancourth JGEM, Paz-Echeverry OA, Paz-Echeverry MJ, Castillo-Pastuzan HS, Rojas-Pimentel JC, Rahman S. Undergraduate research in medicine: A summary of the evidence on problems, solutions and outcomes. Ann Med Surg (Lond) 2022; 74:103280. [PMID: 35127067 PMCID: PMC8807964 DOI: 10.1016/j.amsu.2022.103280] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 01/22/2022] [Indexed: 12/04/2022] Open
Abstract
Scientific research plays a fundamental role in current medical practice and it is of great importance that medical students relate to it from the beginning of their professional career, since it generates multiple benefits that will be reflected during the course of their careers as university students and future professionals. However, getting involved in research during the undergraduate years is not always easy, as there are different obstacles and challenges that result in a reduced number of research students. Because of this, it is necessary to adopt appropriate strategies and measures to help facilitate this process, in order to foster the early development of essential skills that will facilitate responsible clinical practice. Knowing the evidence on this issue is fundamental to propose educational solutions depending on each context. Undergraduate research is the best way to promote the curriculum. Undergraduate research increases the likelihood of publishing articles of higher quality. Undergraduate research increases the likelihood of publishing more articles.
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Affiliation(s)
- Laura Marcela Mass-Hernández
- Medical and Surgical Research Center, Future Surgeons Chapter, Colombian Surgery Association, Cartagena, Colombia
| | | | - Ivan David Lozada-Martínez
- Medical and Surgical Research Center, Future Surgeons Chapter, Colombian Surgery Association, Cartagena, Colombia
- Grupo Prometheus y Biomedicina Aplicada a las Ciencias Clinicas, School of Medicine, Universidad de Cartagena, Cartagena, Colombia
| | | | | | | | | | | | | | - Sabrina Rahman
- Independent University, Dhaka, Bangladesh
- Corresponding author.
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6
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Ascencio-Vera MG. A Commentary on “Medical learning: From clinical-to-tech-based thinking (beyond typical clinical signs)”. Ann Med Surg (Lond) 2021; 72:102717. [PMID: 34992773 PMCID: PMC8712990 DOI: 10.1016/j.amsu.2021.102717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Accepted: 08/11/2021] [Indexed: 11/17/2022] Open
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7
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Global outcomes, surgical teams and COVID-19 pandemic: Will the same objectives of global surgery persist? Ann Med Surg (Lond) 2021; 71:103002. [PMID: 34745606 PMCID: PMC8556179 DOI: 10.1016/j.amsu.2021.103002] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 10/28/2021] [Indexed: 02/07/2023] Open
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Ortega-Sierra MG, Cuello-Torres OA, Jiménez-Arteaga A, Pérez-Benitez LM, Bolaño-Romero MP. Robotic neurosurgery and post-COVID 19 neurological syndrome: two colossal challenges for low- and middle-income countries. J Neurosurg Sci 2021; 66:170-171. [PMID: 34342208 DOI: 10.23736/s0390-5616.21.05489-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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9
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Regarding: Nutritional factors in sport-related concussion. Neurochirurgie 2021; 68:245-246. [PMID: 34171349 DOI: 10.1016/j.neuchi.2021.06.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 06/01/2021] [Accepted: 06/01/2021] [Indexed: 11/20/2022]
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Ortega-Sierra MG, Durán-Daza RM, Carrera-Patiño SA, Rojas-Nuñez AX, Charry-Caicedo JI, Lozada-Martínez ID. Neuroeducation and neurorehabilitation in the neurosurgical patient: programs to be developed in Latin America and the Caribbean. J Neurosurg Sci 2021; 66:271-272. [PMID: 34114436 DOI: 10.23736/s0390-5616.21.05439-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
| | - Ruth M Durán-Daza
- School of Medicine, Universidad Metropolitana, Barranquilla, Colombia
| | | | | | | | - Ivan D Lozada-Martínez
- Colombian Clinical Research Group in Neurocritical Care, University of Cartagena, Cartagena, Colombia -
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Muñoz-Baez K, del Castillo AM, García-Araujo HJ, Padrón-Echenique CJ, Martínez-Bohórquez JM, Lozada-Marínez ID, Rahman S. Latin American collaboration in global neurosurgery: Challenges and difficulties persist. INTERNATIONAL JOURNAL OF SURGERY OPEN 2021. [DOI: 10.1016/j.ijso.2021.100355] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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12
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Lozada-Martinez I, Robledo-Arias J, Arango-Machado V, Ortega-Sierra M. Need for specialized neuro-oncology units in low- and middle-income countries: Lessons learned from the COVID-19 pandemic. GLIOMA 2021. [DOI: 10.4103/glioma.glioma_11_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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