Evidence map›Paper›PMID 42589735›Full record

ReviewPolymers2026

Strategies and Technologies for Comprehensive Characterization of Hydrogel-Based Materials in the Biomedical Field.

Sabrina Caria, Jessica Petiti, Federico Picollo, Carla Divieto

Abstract readReview
In one paragraph

Review in Polymers, 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

4 authors.

Sabrina CariaPhysics Department, Università di Torino, 10125 Turin, Italy.ORCID 0009-0007-9810-0518
Jessica PetitiDivision of Advanced Materials Metrology and Life Sciences, Istituto Nazionale di Ricerca Metrologica (INRIM), 10135 Turin, Italy.ORCID 0000-0001-8640-2462
Federico PicolloPhysics Department, Università di Torino, 10125 Turin, Italy.ORCID 0000-0003-3179-271X
Carla DivietoDivision of Advanced Materials Metrology and Life Sciences, Istituto Nazionale di Ricerca Metrologica (INRIM), 10135 Turin, Italy.ORCID 0000-0002-3241-4588

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hydrogels represent a unique class of materials characterized by their three-dimensional, hydrophilic polymer networks, which enable them to absorb and retain large quantities of aqueous solutions. While the literature is abundant with excellent works on the classification, preparation, and applications of hydrogels, a notable lack remains in comprehensive studies focused on their characterization. This gap contributes to heterogeneous results and conflicting fields. In this context, this review aims to provide a detailed and systematic overview of hydrogel characterization techniques. It begins with an exploration of physicochemical, morphological, and mechanical properties, followed by an examination of distinctive hydrogel features, biocompatibility, and application-based properties, particularly for testing applications within the biomedical field. By highlighting the significance of various characterization methods, this review seeks to enhance the understanding of hydrogels and guide future research efforts, ultimately facilitating the development of more effective hydrogel-based materials for several applications.

Indexed as

biomedical applicationscharacterization methodscharacterization techniqueshydrogelhydrogel properties

Identifiers

PMID42589735
PMCPMC13468371

What Socratic 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 Socratic graph.