Evidence map›Paper›PMID 42647629›Full record

ArticleScience advances2026

DigiPalp: Quantifying palpation of tissue hardness and surface geometry with a smart sensor-equipped glove.

Vera Pamminger, Robert Koeppe, Clemens Schartmüller, Thomas Stockinger, Martin Kaltenbrunner

Abstract read
In one paragraph

Article in Science advances, 2026. 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

5 authors.

Vera Pammingersendance GmbH, Pulvermühlstrasse 3, 4040 Linz, Austria.ORCID 0009-0008-2295-0134
Robert Koeppesendance GmbH, Pulvermühlstrasse 3, 4040 Linz, Austria.ORCID 0000-0002-9514-5311
Clemens Schartmüllersendance GmbH, Pulvermühlstrasse 3, 4040 Linz, Austria.ORCID 0000-0002-0190-2407
Thomas Stockingersendance GmbH, Pulvermühlstrasse 3, 4040 Linz, Austria.ORCID 0000-0003-4645-2822
Martin KaltenbrunnerDivision of Soft Matter Physics, Institute of Experimental Physics, Johannes Kepler University Linz, Altenbergerstrasse 69, 4040 Linz, Austria.ORCID 0000-0002-7247-9183

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Manual palpation is a cornerstone of medical assessment, yet its subjective nature limits its ability to provide quantitative data of characteristics like tissue hardness. Here, we introduce DigiPalp, a wearable smart glove designed to enable real-time 4D tactile scanning, combining 3D surface mapping with a tissue hardness measurement at each point. This quick (typically <0.5 seconds) and noninvasive measurement is achieved through a fusion of custom piezoresistive pressure sensors and magnetic position sensors embedded into the glove's fingertips. By featuring silicone-encapsulated stretchable wiring, the hand's natural range of motion is maintained to support a workflow like conventional palpation. We show that the system can reliably differentiate six hardness levels across the soft tissue range, identify small, harder nodules (down to 5-millimeter radius) embedded in silicone phantoms, mimicking tumor detection, and demonstrate the system's capability on complex tissue through a full 4D scan of the torso of a living person.

Indexed as

PalpationWearable Electronic DevicesHardnessHumansPhantoms, Imaging

Identifiers

PMID42647629
PMCPMC13510659

What OpenQuestion holds

Textmetadata
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.