Evidence map›Paper›PMID 40358506›Full record

ArticleAdvances in wound care2025

SEMTWIST Quantification of Biofilm Infection in Human Chronic Wound Using Scanning Electron Microscopy and Machine Learning.

Surabhi Singh, Fabio Muniz De Oliveira, Cong Wang, Manoj Kumar, Yi Xuan, Deeptankar DeMazumder, Chandan K Sen, Sashwati Roy

Abstract read
In one paragraph

Article in Advances in wound care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

8 authors.

Surabhi SinghDepartment of Surgery, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Fabio Muniz De OliveiraDepartment of Surgery, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Cong WangDepartment of Surgery, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Manoj KumarDepartment of Surgery, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Yi XuanDepartment of Surgery, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Deeptankar DeMazumderDepartment of Surgery, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Chandan K SenDepartment of Surgery, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID 0000-0003-3151-5202
Sashwati RoyDepartment of Surgery, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID 0000-0002-9995-4917

Funding

Diabetic Foot Ulcer Biofilm Infection and RecurrenceR01DK125835 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI GURTNER, GEOFFREY C, SEN, CHANDAN K · 2020 to 2024
$3.5M
Eavesdropping on heart-brain conversations during sleep for early detection and prevention of fatal cardiovascular diseaseDP2HL157941 · NHLBI · VETERANS HEALTH FOUNDATION · PI DEMAZUMDER, DEEPTANKAR · 2020 to 2020
$2.4M
Nanofabricated Devices and Nanomedicine Approaches for Wound HealingK25GM143572 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI XUAN, YI · 2021 to 2024
$624k
NHLBI NIH HHS DP2 HL157941NIDDK NIH HHS R01 DK125835NIGMS NIH HHS K25 GM143572
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

BiofilmsMachine LearningMicroscopy, Electron, ScanningWound InfectionChronic DiseaseHumansIn Situ Hybridization, FluorescenceSoftwarebiofilm infectionculturehuman chronic woundmachine learningscanning electron microscopywheat germ agglutinin

Identifiers

PMID40358506
PMCPMC12359142

What Socratic holds

Textmetadata
LicenceTDM
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.