Evidence map›Paper›PMID 40128831›Full record

ReviewMilitary Medical Research2025

Recent applications of EEG-based brain-computer-interface in the medical field.

Xiu-Yun Liu, Wen-Long Wang, Miao Liu, Ming-Yi Chen, Tânia Pereira, Desta Yakob Doda, Yu-Feng Ke, Shou-Yan Wang, Dong Wen, Xiao-Guang Tong and 32 more

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Military Medical Research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

31 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Review
  5. Functional substitution and long-term dependency in BCI-FES-based neurorehabilitation.International journal of surgery (London, England) · 2026
    Article
  6. [Application and perspective of novel auditory intervention paradigms based on verbal and nonverbal stimuli for severe traumatic brain injury].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2026
    Review
  7. Review
  8. Article
  9. Review of Recent Advances in Implantable Brain-Computer Interfaces for the Restoration of Motor Function in Patients With Paralysis.Medical science monitor : international medical journal of experimental and clinical research · 2026
    Review
  10. Review
  11. Article
  12. Article
  13. [Research progress on flexible electrode technology in brain computer interface applications].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2026
    Review
  14. Article
  15. Review
  16. Article
  17. Article
  18. Review
  19. Review
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

42 authors.

Xiu-Yun Liu *State Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Wen-Long Wang *State Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Miao Liu *State Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Ming-Yi Chen *Department of Micro/Nano Electronics, Shanghai Jiaotong University, Shanghai, 200240, China.
Tânia PereiraInstitute for Systems and Computer Engineering, Technology and Science, 4099-002, Porto, Portugal.
Desta Yakob DodaState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Yu-Feng KeState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Shou-Yan WangInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, 200433, China.
Dong WenSchool of Intelligence Science and Technology, University of Sciences and Technology Beijing, Beijing, 100083, China.
Xiao-Guang TongTianjin Huanhu Hospital, Tianjin, 3003500, China.
Wei-Guang LiThe State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, 999077, China.
Yi YangDepartment of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.
Xiao-Di HanDepartment of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.
Yu-Lin SunState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Xin SongState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Cong-Ying HaoState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Zi-Hua ZhangState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Xin-Yang LiuState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Chun-Yang LiState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Rui PengState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Xiao-Xin SongState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Abi YasiState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Mei-Jun PangState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Kuo ZhangState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Run-Nan HeState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Le WuDepartment of Electric Engineering and Information Science, University of Science and Technology of China, Hefei, 230026, China.
Shu-Geng ChenDepartment of Rehabilitation, Huashan Hospital, Fudan University, Shanghai, 200040, China.
Wen-Jin ChenXuanwu Hospital of Capital Medical University, Beijing, 100053, China.
Yan-Gong ChaoThe First Hospital of Tsinghua University, Beijing, 100016, China.
Cheng-Gong HuDepartment of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China.
Heng ZhangDepartment of Neurosurgery, The First Hospital of China Medical University, Beijing, 110122, China.
Min ZhouDepartment of Critical Care Medicine, Division of Life Sciences and Medicine, The First Affiliated Hospital of University of Science and Technology of China, University of Science and Technology of China, Hefei, 230031, China.
Kun WangState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Peng-Fei LiuState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China.
Chen ChenSchool of Computer Science, Fudan University, Shanghai, 200438, China.
Xin-Yi GengSchool of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Yun QinSchool of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Dong-Rui GaoSchool of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China.
En-Ming SongShanghai Frontiers Science Research Base of Intelligent Optoelectronics and Perception, Institute of Optoelectronics, Fudan University, Shanghai, 200433, China.
Long-Long ChengState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China. chenglonglong@cecdat.com.
Xun ChenDepartment of Electric Engineering and Information Science, University of Science and Technology of China, Hefei, 230026, China. xunchen@ustc.edu.cn.
Dong MingState Key Laboratory of Advanced Medical Materials and Devices, Medical School, Tianjin University, Tianjin, 300072, China. richardming@tju.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Brain-computer interfaces (BCIs) represent an emerging technology that facilitates direct communication between the brain and external devices. In recent years, numerous review articles have explored various aspects of BCIs, including their fundamental principles, technical advancements, and applications in specific domains. However, these reviews often focus on signal processing, hardware development, or limited applications such as motor rehabilitation or communication. This paper aims to offer a comprehensive review of recent electroencephalogram (EEG)-based BCI applications in the medical field across 8 critical areas, encompassing rehabilitation, daily communication, epilepsy, cerebral resuscitation, sleep, neurodegenerative diseases, anesthesiology, and emotion recognition. Moreover, the current challenges and future trends of BCIs were also discussed, including personal privacy and ethical concerns, network security vulnerabilities, safety issues, and biocompatibility.

Indexed as

Brain-Computer InterfacesElectroencephalographyHumansBrain-computer interfaces (BCIs)Brain monitoringCommunicationDiagnosisMedical applicationsRehabilitation

Identifiers

PMID40128831
PMCPMC11931852

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.