Ethical Issues Posed by Field Research Using Highly Portable and Cloud-Enabled Neuroimaging
- PMID: 32135089
- PMCID: PMC8803403
- DOI: 10.1016/j.neuron.2020.01.041
Ethical Issues Posed by Field Research Using Highly Portable and Cloud-Enabled Neuroimaging
Abstract
Highly portable, cloud-enabled neuroimaging technologies will fundamentally change neuroimaging research. Instead of participants traveling to the scanner, the scanner will now come to them. Field-based brain imaging research, including populations underrepresented in neuroscience research to date, will enlarge and diversify databases and pave the way for clinical and direct-to-consumer (DTC) applications. Yet these technological developments urgently require analysis of their ethical, legal, and social implications (ELSI). No consensus ethical frameworks for mobile neuroimaging exist, and existing policies for traditional MRI research are inadequate. Based on literature review and ethics analysis of neurotechnology development efforts, Shen et al. identify seven foundational, yet unresolved, ELSI issues posed by portable neuroimaging: (1) informed consent; (2) privacy; (3) capacity to accurately communicate neuroimaging results to remote participants; (4) extensive reliance on cloud-based artificial intelligence (AI) for data analysis; (5) potential bias of interpretive algorithms in diverse populations; (6) return of research results and incidental (or secondary) findings to research participants; and (7) responding to participant requests for access to their data. The article proposes a path forward to address these urgent issues.
Keywords: EEG; MEG; MRI; PET; artificial intelligence; bias; bioethics; diverse populations; fMRI; fNIRS; informed consent; neuroethics; neuroimaging; privacy; research ethics; return of results.
Copyright © 2020. Published by Elsevier Inc.
Figures

Similar articles
-
Emerging ethical issues raised by highly portable MRI research in remote and resource-limited international settings.Neuroimage. 2021 Sep;238:118210. doi: 10.1016/j.neuroimage.2021.118210. Epub 2021 May 29. Neuroimage. 2021. PMID: 34062266 Free PMC article.
-
Imaging or imagining? A neuroethics challenge informed by genetics.Am J Bioeth. 2005 Spring;5(2):5-18. doi: 10.1080/15265160590923358. Am J Bioeth. 2005. PMID: 16036688 Free PMC article.
-
Scientists' perspectives on ethical issues in research with emerging portable neuroimaging technology: The need for guidance on ethical, legal, and societal implications (ELSI).NMR Biomed. 2024 Dec;37(12):e5243. doi: 10.1002/nbm.5243. Epub 2024 Sep 8. NMR Biomed. 2024. PMID: 39245924
-
The present and future use of functional near-infrared spectroscopy (fNIRS) for cognitive neuroscience.Ann N Y Acad Sci. 2020 Mar;1464(1):5-29. doi: 10.1111/nyas.13948. Epub 2018 Aug 7. Ann N Y Acad Sci. 2020. PMID: 30085354 Free PMC article. Review.
-
The spectrum of data sharing policies in neuroimaging data repositories.Hum Brain Mapp. 2022 Jun 1;43(8):2707-2721. doi: 10.1002/hbm.25803. Epub 2022 Feb 10. Hum Brain Mapp. 2022. PMID: 35142409 Free PMC article. Review.
Cited by
-
Short report on research trends during the COVID-19 pandemic and use of telehealth interventions and remote brain research in children with autism spectrum disorder.Autism. 2021 Aug;25(6):1816-1822. doi: 10.1177/13623613211004795. Epub 2021 Apr 9. Autism. 2021. PMID: 33836625 Free PMC article.
-
Value assessment of artificial intelligence in medical imaging: a scoping review.BMC Med Imaging. 2022 Oct 31;22(1):187. doi: 10.1186/s12880-022-00918-y. BMC Med Imaging. 2022. PMID: 36316665 Free PMC article.
-
Brain imaging with portable low-field MRI.Nat Rev Bioeng. 2023 Sep;1(9):617-630. doi: 10.1038/s44222-023-00086-w. Epub 2023 Jul 17. Nat Rev Bioeng. 2023. PMID: 37705717 Free PMC article.
-
Emerging ethical issues raised by highly portable MRI research in remote and resource-limited international settings.Neuroimage. 2021 Sep;238:118210. doi: 10.1016/j.neuroimage.2021.118210. Epub 2021 May 29. Neuroimage. 2021. PMID: 34062266 Free PMC article.
-
Perceptions and concerns of emergency medicine practitioners about artificial intelligence in emergency triage management during the pandemic: a national survey-based study.Front Public Health. 2023 Oct 26;11:1285390. doi: 10.3389/fpubh.2023.1285390. eCollection 2023. Front Public Health. 2023. PMID: 37965502 Free PMC article.
References
-
- Kulynych JJ (2007). The regulation of MR neuroimaging research: disentangling the Gordian knot. Am. J. Law Med. 33, 295–317. - PubMed
-
- National Institutes of Health (2019). The BRAIN Initiative and neuroethics: enabling and enhancing neuroscience advances for Society. https://braininitiative.nih.gov/strategic-planning/acdworking-groups/bra.... - PubMed
-
- Racine E, and Illes J (2007). Emerging ethical challenges in advanced neuroimaging research: review, recommendations and research agenda. J. Empir. Res. Hum. Res. Ethics 2, 1–10. - PubMed
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources