Evidence map›Paper›PMID 37218776›Full record

ArticleBiomimetics (Basel, Switzerland)2023

SmartLact8: A Bio-Inspired Robotic Breast Pump for Customized and Comfort Milk Expression.

Yuying Li, Marlenne Valadez Lozano, David Peña, Ish Kumar Gulati, Lin Jiang

Open access · goldAbstract read
In one paragraph

Article in Biomimetics (Basel, Switzerland), 2023. 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
0.2field-weighted citation impact, top 44% of its field
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, 1 citations in OpenAlex.

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

5 authors at 1 institution in 1 country.

Yuying LiDepartment of Mechanical Engineering, San José State University, San Jose, CA 95192, USA.ORCID 0009-0005-4900-199X
Marlenne Valadez LozanoDepartment of Biomedical Engineering, San José State University, San Jose, CA 95192, USA.
David PeñaDepartment of Mechanical Engineering, San José State University, San Jose, CA 95192, USA.
Ish Kumar GulatiCollege of Engineering, San José State University, San Jose, CA 95192, USA.
Lin JiangDepartment of Mechanical Engineering, San José State University, San Jose, CA 95192, USA.ORCID 0000-0003-3085-9847
San Jose State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

According to the 2018 National Immunization Survey conducted by the Center for Disease Control and Prevention (CDC), 83.9% of the breastfeeding mothers in the United States have used a breast pump at least once. However, the majority of existing products use a vacuum-only mechanism to extract milk. This causes common breast injuries such as nipple soreness, breast-tissue damage, and lactation complications after pumping. The objective of this work was to develop a bio-inspired breast pump prototype, named as SmartLac8, that can mimic infant suckling patterns. The input vacuum pressure pattern and compression forces are inspired from term infants' natural oral suckling dynamics captured in prior clinical experiments. Open-loop input-output data are used to perform system identification for two different pumping stages that facilitates controller design for closed-loop stability and control. A physical breast pump prototype with soft pneumatic actuators and custom piezoelectric sensors was successfully developed, calibrated, and tested in dry lab experiments. Compression and vacuum pressure dynamics were successfully coordinated to mimic the infant's feeding mechanism. Experimental data on sucking frequency and pressure on the breast phantom were consistent with clinical findings.

Indexed as

breast pumporal-feeding mechanismpiezoelectric sensorssoft robotic

Identifiers

PMID37218776
PMCPMC10204509
OpenAlexW4375956346

What OpenQuestion 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 OpenQuestion graph.