Evidence map›Paper›PMID 42206077›Full record

ArticleFrontiers in digital health2026

Assessing perceived needs for telepathology implementation in Colombia: a baseline study from Red GLORIA.

Marcela Gomez-Suarez, Gabriel E Acelas-Gonzalez, Andrés Mosquera-Zamudio, Julian C Riaño-Moreno, Gabriela Guerron-Gomez, Maria Camila Restrepo-Guarnizo, Rafael Parra-Medina

Abstract read
In one paragraph

Article in Frontiers in digital health, 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

7 authors.

Marcela Gomez-SuarezInstituto de Investigación, Universidad FUCS, Bogotá, Colombia.
Gabriel E Acelas-GonzalezInstituto de Investigación, Universidad FUCS, Bogotá, Colombia.
Andrés Mosquera-ZamudioInstituto de Investigación, Universidad FUCS, Bogotá, Colombia.
Julian C Riaño-MorenoUniversidad Cooperativa de Colombia, Villavicencio, Colombia.
Gabriela Guerron-GomezInstituto de Investigación, Universidad FUCS, Bogotá, Colombia.
Maria Camila Restrepo-GuarnizoInstituto de Investigación, Universidad FUCS, Bogotá, Colombia.
Rafael Parra-MedinaInstituto de Investigación, Universidad FUCS, Bogotá, Colombia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cancer diagnosis in Colombia faces delays and regional inequities, particularly in rural and underserved areas where access to subspecialist pathology is limited. General pathologists in these contexts frequently manage complex oncological cases with limited expert support, which may increase diagnostic uncertainty and professional burden. Methods: A concurrent mixed-methods design was applied within the GLORIA (Globalization of a telepathology network with artificial intelligence applications) project framework. Quantitative data were collected from a national survey distributed to ASOCOLPAT-registered pathologists ( Findings: Most participants reported needing subspecialist support for complex oncological cases (100%) and reported high emotional stress (86%), mainly associated with diagnostic uncertainty, legal responsibility, and excessive workload. Consultation response times differed across contexts, ranging from 1 to 7 days in Bogotá to more than 30 days in small cities. While 86% reported familiarity with telepathology, 63.2% had never used it in routine practice; however, 94% believed slide scanners could improve diagnostic timeliness. Qualitative findings identified recurrent themes related to administrative authorization barriers, logistical delays, professional isolation, and the perceived value of telepathology for timely expert feedback and learning. Interpretation: This baseline assessment suggests that telepathology implementation in Colombia must address not only technical readiness but also structural barriers in referral workflows and the professional needs of general pathologists, including timely feedback, shared responsibility, and learning opportunities.

Indexed as

cancerlatín Americaoncologypathologhypublic healthtelepathology

Identifiers

PMID42206077
PMCPMC13201398

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Registered trials

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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.