ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
Silicon-Embedded Multifunctional Heterogeneous Integration for Miniaturized Photoplethysmography Detection Devices.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Embedded glass fan-out integration method for high-performance Ka-band RF microsystem.Microsystems & nanoengineering · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
The multifunctional integration of chips with high flexibility and scalable manufacturing is crucial for enhancing chip performance, reducing chip size, and simplifying chip design. However, balancing volume, cost, flexibility, and functionality using traditional heterogeneous integration methods is challenging. To overcome this, a silicon-embedded multifunctional heterogeneous integration method based on top-down engineering was proposed. As a representative application, a wearable photoplethysmography detection system was demonstrated. The functional modules of this system required for sensing, acquisition, and processing were embedded and reconnected on the same silicon interposer to form a new integrated chip. A thermal-aware floorplan optimization algorithm was employed to improve the thermal performance of the integrated chip, achieving a 6.5°C reduction in the peak temperature. The chip accurately detected physiological changes across different frequency ranges following physical activity performed at varying intensities by test participants. Compared to traditional integration methods, the proposed method achieved a 46% and 94.7% reduction in power consumption and volume, respectively, and a remarkable 90% increase in functional unit density. This technology promotes rapid, flexible, and low-cost manufacturing of multifunctional chips toward the development of next-generation multifunctional, low-power, miniaturized electronic devices.
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Registered trials
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.