Evidence map›Paper›PMID 36931103›Full record

ReviewBiomaterials2023

Skin-interfaced electronics: A promising and intelligent paradigm for personalized healthcare.

Yangzhi Zhu, Jinghang Li, Jinjoo Kim, Shaopei Li, Yichao Zhao, Jamal Bahari, Payam Eliahoo, Guanghui Li, Satoru Kawakita, Reihaneh Haghniaz and 12 more

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Biomaterials, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
–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

19 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Multimodal Wearable Biosensing Meets Multidomain AI: A Pathway to Decentralized Healthcare.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  5. Review
  6. Review
  7. Review
  8. Review
  9. Article
  10. Article
  11. Article
  12. Review
  13. Review
  14. Article
  15. Review
  16. Review
  17. An All-In-One Transient Theranostic Platform for Intelligent Management of Hemorrhage.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023
    Article
  18. Article
  19. 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

22 authors.

Yangzhi ZhuTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States. Electronic address: yzhu@terasaki.org.
Jinghang LiTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States.
Jinjoo KimTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States.
Shaopei LiTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States.
Yichao ZhaoInterconnected and Integrated Bioelectronics Lab, Department of Electrical and Computer Engineering, and Materials Science and Engineering, University of California, Los Angeles, CA, 90095, United States.
Jamal BahariTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States.
Payam EliahooBiomedical Engineering Department, University of Southern California, Los Angeles, CA, 90007, United States.
Guanghui LiThe Centre of Nanoscale Science and Technology and Key Laboratory of Functional Polymer Materials, Institute of Polymer Chemistry, College of Chemistry, Nankai University, Tianjin, 300071, China; Renewable Energy Conversion and Storage Center (RECAST), Nankai University, Tianjin, 300071, China.
Satoru KawakitaTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States.
Reihaneh HaghniazTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States.
Xiaoxiang GaoDepartment of Nanoengineering, University of California, San Diego, La Jolla, CA, 92093, United States.
Natashya FalconeTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States.
Menekse ErmisTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States.
Heemin KangDepartment of Materials Science and Engineering, Korea University, Seoul, 02841, Republic of Korea.
Hao LiuBioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an, 710049, PR China.
HanJun KimTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States; College of Pharmacy, Korea University, Sejong, 30019, Republic of Korea.
Tanveer TabishDivision of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, OX3 7BN, United Kingdom.
Haidong YuFrontiers Science Center for Flexible Electronics, Xi'an Institute of Flexible Electronics (IFE) and Xi'an Institute of Biomedical Materials & Engineering, Northwestern Polytechnical University, Xi'an, 710072, PR China.
Bingbing LiTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States; Department of Manufacturing Systems Engineering and Management, California State University, Northridge, CA, 91330, United States.
Mohsen AkbariTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States; Laboratory for Innovation in Microengineering (LiME), Department of Mechanical Engineering, Center for Biomedical Research, University of Victoria, Victoria, BC V8P 2C5, Canada.
Sam EmaminejadInterconnected and Integrated Bioelectronics Lab, Department of Electrical and Computer Engineering, and Materials Science and Engineering, University of California, Los Angeles, CA, 90095, United States.
Ali KhademhosseiniTerasaki Institute for Biomedical Innovation, Los Angeles, CA, 90064, United States. Electronic address: khademh@terasaki.org.

Funding

An Autonomous, Non-invasive, and Bioanalytics-enabled Wearable Platform for Precision Nutrition and Personalized MedicineR33DK128711 · NIDDK · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI EMAMINEJAD, SAM, MILLA, CARLOS · 2023 to 2025
$1.9M
Statistical Models for Dissecting Human Population Admixture and its Role in Evolution and DiseaseR35GM125055 · NIGMS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI SANKARARAMAN, SRIRAM · 2017 to 2021
$1.6M
An Autonomous, Non-invasive, and Bioanalytics-enabled Wearable Platform for Precision Nutrition and Personalized MedicineR21DK128711 · NIDDK · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI EMAMINEJAD, SAM, MILLA, CARLOS · 2021 to 2022
$407k
NIDDK NIH HHS R21 DK128711NIDDK NIH HHS R33 DK128711NIGMS NIH HHS R35 GM125055
6 · The paper itself

Abstract

Skin-interfaced electronics (skintronics) have received considerable attention due to their thinness, skin-like mechanical softness, excellent conformability, and multifunctional integration. Current advancements in skintronics have enabled health monitoring and digital medicine. Particularly, skintronics offer a personalized platform for early-stage disease diagnosis and treatment. In this comprehensive review, we discuss (1) the state-of-the-art skintronic devices, (2) material selections and platform considerations of future skintronics toward intelligent healthcare, (3) device fabrication and system integrations of skintronics, (4) an overview of the skintronic platform for personalized healthcare applications, including biosensing as well as wound healing, sleep monitoring, the assessment of SARS-CoV-2, and the augmented reality-/virtual reality-enhanced human-machine interfaces, and (5) current challenges and future opportunities of skintronics and their potentials in clinical translation and commercialization. The field of skintronics will not only minimize physical and physiological mismatches with the skin but also shift the paradigm in intelligent and personalized healthcare and offer unprecedented promise to revolutionize conventional medical practices.

Indexed as

COVID-19Wearable Electronic DevicesDelivery of Health CareElectronicsHumansSARS-CoV-2BiomaterialsBiosensorsFlexible bioelectronicsMachine learningPersonalized healthcareStrain-insensitive

Identifiers

PMID36931103
PMCPMC10085866

What OpenQuestion holds

Textmetadata
LicenceTDM
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 OpenQuestion graph.