Cited by 399Advanced Sensor and Energy Harvesting MaterialsElectrochemical sensors and biosensorsNon-Invasive Vital Sign Monitoring

Artificial intelligence biosensors: Challenges and prospects

Jin, Xiaofeng, Liu, Conghui, Xu, Tailin, Su, Lei, Zhang, Xueji·2020·Biosensors and Bioelectronics

Abstract

Artificial intelligence (AI) and wearable sensors are two essential fields to realize the goal of tailoring the best precision medicine treatment for individual patients. Integration of these two fields enables better acquisition of patient data and improved design of wearable sensors for monitoring the wearers' health, fitness and their surroundings. Currently, as the Internet of Things (IoT), big data and big health move from concept to implementation, AI-biosensors with appropriate technical characteristics are facing new opportunities and challenges. In this paper, the most advanced progress made in the key phases for future wearable and implantable technology from biosensing, wearable biosensing to AI-biosensing is summarized. Without a doubt, material innovation, biorecognition element, signal acquisition and transportation, data processing and intelligence decision system are the most important parts, which are the main focus of the discussion. The challenges and opportunities of AI-biosensors moving forward toward future medicine devices are also discussed.

Integrity signals

Registry

Crossref · 10.1016/j.bios.2020.112412

Cites

158 of 158 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

This paper’s full text isn’t openly available, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Jin, X., Liu, C., Xu, T., Su, L., & Zhang, X.
Affiliations
Shenzhen University (CN)
Corresponding author
Xu, Tailin
Venue
Biosensors and Bioelectronics
Publisher
Elsevier BV
Published
2020-10
Volume
165
Pages
112412
ISSN
0956-5663 (ISSN-L)
OpenAlex
W3039593752
Cited by
399
References
158
Citations by year
2026: 54 · 2025: 108 · 2024: 97 · 2023: 54 · 2022: 46 · 2021: 34 · 2020: 5
FWCI
2.91
Type
journal article
Language
en
Open access
closed
Locations
  • Biosensors and Bioelectronics (publishedVersion)
  • PubMed (publishedVersion)
Funders
National Natural Science Foundation of China
Topics
  • Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
  • Physical Sciences › Engineering › Electrical and Electronic Engineering › Electrochemical sensors and biosensors
  • Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
Keywords
wearable sensors, implantable sensors, wearable biosensing, Internet of Things, precision medicine, biorecognition elements, health monitoring, medical devices
MeSH terms
Artificial Intelligence, Humans, Biosensing Techniques, Precision Medicine

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review