Evidence map›Paper›PMID 40127294›Full record

ArticleNano letters2025

Stretchable, Rechargeable, Multimodal Hybrid Electronics for Decoupled Sensing toward Emotion Detection.

Yangbo Yuan, Hongcheng Xu, Libo Gao, Huanyu Cheng

Abstract read
In one paragraph

Article in Nano letters, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Article
  5. Recent Advances in Decoupling Strategies for Soft Sensors.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  6. Article
  7. Article
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

4 authors.

Yangbo YuanDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, Pennsylvania 16802, United States.ORCID 0000-0001-5505-7002
Hongcheng XuSchool of Instrument Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China.ORCID 0000-0002-2813-3230
Libo GaoPen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University, Xiamen 361102, China.ORCID 0000-0002-5964-2337
Huanyu ChengDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, Pennsylvania 16802, United States.ORCID 0000-0001-6075-4208

Funding

An automated portable system for detecting and treating opioid induced respiratory depressionU01DA056242 · NIDA · TRUSTEES OF INDIANA UNIVERSITY · PI GUO, FENG, MACKIE, KENNETH · 2022 to 2024
$3.8M
Smart skin grafts for quantitative assessment and treatment of diabetic woundsR21EB030140 · NIBIB · PENNSYLVANIA STATE UNIVERSITY, THE · PI CHENG, HUANYU · 2021 to 2021
$620k
NIBIB NIH HHS R21 EB030140NIDA NIH HHS U01 DA056242
6 · The paper itself

Abstract

Despite the rapid development of stretchable electronic devices for various applications in biomedicine and healthcare, the coupling between multiple input signals remains an obstacle in multimodal sensing before use in practical environments. This work introduces a fully integrated stretchable, rechargeable, multimodal hybrid device that combines decoupled sensors with a flexible wireless powering and transmitting module for emotion recognition. Through optimized structural design and material selection, the sensors can provide continuous real-time decoupled monitoring of biaxial strain, temperature, humidity, heart rate, and SpO

Indexed as

Electric Power SuppliesEmotionsWearable Electronic DevicesElectronicsEquipment DesignHumansNeural Networks, ComputerTelemedicineWireless Technologybilayered rechargeable flexible printed circuit boarddecoupled sensing of multiple input signalsemotion detectionstretchable multimodal hybrid electronics

Identifiers

PMID40127294
PMCPMC12826135

What OpenQuestion holds

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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.