Evidence map›Paper›PMID 40725718›Full record

ArticleJournal of clinical medicine2025

Predicting Long-Term Prognosis of Poststroke Dysphagia with Machine Learning.

Minsu Seo, Changyeol Lee, Kihwan Nam, Bum Sun Kwon, Bo Hae Kim, Jin-Woo Park

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

6 authors.

Minsu SeoDepartment of Physical Medicine & Rehabilitation, Dongguk University College of Medicine, Goyang 10326, Republic of Korea.ORCID 0000-0002-1583-5006
Changyeol LeeDepartment of Data Analysis, AimedAI, Seoul 06178, Republic of Korea.ORCID 0009-0004-9302-7823
Kihwan NamGraduate School of Management of Technology, Korea University, Seoul 06178, Republic of Korea.
Bum Sun KwonDepartment of Physical Medicine & Rehabilitation, Dongguk University College of Medicine, Goyang 10326, Republic of Korea.ORCID 0000-0001-7755-435X
Bo Hae KimDepartment of Otorhinolaryngology-Head and Neck Surgery, Dongguk University Ilsan Hospital, Goyang 10326, Republic of Korea.ORCID 0000-0002-4645-0678
Jin-Woo ParkDepartment of Physical Medicine & Rehabilitation, Dongguk University College of Medicine, Goyang 10326, Republic of Korea.ORCID 0000-0003-4989-2575

Funding

National Research Foundation of Korea (NRF) grant funded by the Korea government No. RS-2023-00252208
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

deglutitionmachine learningprognosisstoke

Identifiers

PMID40725718
PMCPMC12295981

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.