Evidence map›Paper›PMID 41017801›Full record

ArticleAdvanced intelligent systems (Weinheim an der Bergstrasse, Germany)2025

Personalized Kirigami Strain Sensors for in vivo Applications.

Siheng Sean You, Max Schober, Soufyane Ben-Ayed, Sahab Babaee, Stephanie Owyang, Josh Jenkins, Peter R Chai, Giovanni Traverso

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Advanced intelligent systems (Weinheim an der Bergstrasse, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Siheng Sean YouDavid H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
Max SchoberDivision of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; The Department of Integrity of Materials and Structures, RWTH Aachen University, Intzestr. 1, D-52072 Aachen, Germany.
Soufyane Ben-AyedDivision of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; The Department of Integrity of Materials and Structures, RWTH Aachen University, Intzestr. 1, D-52072 Aachen, Germany.
Sahab BabaeeDavid H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Stephanie OwyangDavid H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Josh JenkinsDavid H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Division of Comparative Medicine, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Peter R ChaiDavid H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Department of Emergency Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; The Fenway Institute, Boston, MA 02115, USA.
Giovanni TraversoDavid H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.

Funding

Smart Steps: A context-aware adherence intervention to improve PrEP adherence among men who have sex with men (MSM) with substance use disorderDP2DA056107 · NIDA · BRIGHAM AND WOMEN'S HOSPITAL · PI CHAI, PETER R · 2022 to 2022
$2.7M
Research Training in Gastrointestinal and Hepatic DiseasesT32DK135449 · NIDDK · BRIGHAM AND WOMEN'S HOSPITAL · PI Jessica R. Allegretti · 2023 to 2026
$1.7M
NIDA NIH HHS DP2 DA056107NIDDK NIH HHS T32 DK135449
6 · The paper itself

Abstract

Wearable sensors are transforming our capacity to monitor a broad range of activities for recreation and health purposes. Developing low-cost personalized sensors on a range of materials could enable broad applicability irrespective of the material substrate. Here, the methods of fabrication, characterization, and application of kirigami graphene strain sensors are described. The dynamic range of these sensors is characterized, showing that the kirigami structure enhances application-specific device performance, demonstrating that this strategy is applicable to a range of materials. We apply this strategy to develop personalized sensors for a variety of measurement frequencies and biological phenomena including evaluation of abdominal distention and respiration in a pig model, as well as human heart rate measurement, limb actuation, and hand gesture interpretation in human volunteers. Through these experiments, we show that this low-cost strategy for customized graphene sensors can be broadly applied across a range of consumer and health applications.

Indexed as

biomonitoringKirigamilaser-induced graphenestrain sensingwearable bioelectronics

Identifiers

PMID41017801
PMCPMC12467391

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.