Evidence map›Paper›PMID 40914773›Full record

ArticleTherapeutic innovation & regulatory science2026

The Use of Unmanned Aerial Vehicles (UAV) on Delivering Biological Samples for COVID-19 and Tuberculosis Diagnosis: A Scoping Review.

Olga Maíra Machado Rodrigues, Izabela Gimenes Lopes, Mariah Eduarda Ferreira de Oliveira, Mônica Angélica Carreira Fragoso, Maria Regina Fernandes de Oliveira, Raquel Santos Silva, Glaura Regina de Castro E Caldo Lima, Amílcar Sabino Damazo, Wagner de Jesus Martins

Abstract readScoping Review
In one paragraph

Article in Therapeutic innovation & regulatory science, 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

9 authors.

Olga Maíra Machado RodriguesTropical Medicine Center, University of Brasilia, Brasilia, DF, Brazil. olga.rodrigues@fiocruz.br.ORCID http://orcid.org/0000-0001-8613-4795
Izabela Gimenes LopesFiocruz Brasilia, ColLaboratory of Science, Technology, Innovation and Society (CTIS), Brasilia, DF, Brazil.ORCID http://orcid.org/0000-0001-5319-1179
Mariah Eduarda Ferreira de OliveiraFiocruz Brasilia, ColLaboratory of Science, Technology, Innovation and Society (CTIS), Brasilia, DF, Brazil.ORCID http://orcid.org/0009-0004-6541-8827
Mônica Angélica Carreira FragosoFiocruz Brasilia, ColLaboratory of Science, Technology, Innovation and Society (CTIS), Brasilia, DF, Brazil.ORCID http://orcid.org/0009-0004-1728-1862
Maria Regina Fernandes de OliveiraTropical Medicine Center, University of Brasilia, Brasilia, DF, Brazil.ORCID http://orcid.org/0000-0002-4995-2526
Raquel Santos SilvaFiocruz Brasilia, ColLaboratory of Science, Technology, Innovation and Society (CTIS), Brasilia, DF, Brazil.ORCID http://orcid.org/0009-0007-2957-9318
Glaura Regina de Castro E Caldo LimaLaboratório Central de Saúde Pública do Distrito Federal, Secretaria de Estado da Saúde do Distrito Federal, Secretaria de Estado da Saúde do Distrito Federal, Brasilia, DF, Brazil.ORCID http://orcid.org/0000-0003-2726-8632
Amílcar Sabino DamazoTropical Medicine Center, University of Brasilia, Brasilia, DF, Brazil.ORCID http://orcid.org/0000-0003-2323-008X
Wagner de Jesus MartinsFiocruz Brasilia, ColLaboratory of Science, Technology, Innovation and Society (CTIS), Brasilia, DF, Brazil.ORCID http://orcid.org/0000-0002-3769-2616

Funding

Fiocruz Brasilia Convenio 04/2020 - FAP
6 · The paper itself

Abstract

purposeTo identify and review scientific evidence from experimental studies utilizing unmanned aerial vehicles (UAVs) to transport samples for the diagnosis of COVID-19 and tuberculosis (TB). This exploratory study aims to support the future development of UAVs for transporting biological samples within the Brazilian Unified Health System (SUS).

methodsThis scoping review defined its eligibility criteria using the PECO acronym, focusing on: Population: biological samples for diagnosing COVID-19 or TB; Exposure: UAV transportation; Comparator: land transportation; Outcomes: Cost, effectiveness, methods for sample preservation, flight parameters (time, altitude, speed, distance), and quality of transported samples. Eligible studies were identified through searches in Medline via PubMed, Scopus, Embase, and Web of Science. Grey literature was explored via Google Scholar.

resultsOf the 2,052 articles initially found, 797 were duplicates, 1,247 were screened by title and abstract and excluded, eight were retrieved (and fully read) of which five met the eligibility criteria and were included in the review. These studies provided diverse evidence regarding cost, operational performance, safety, and sample integrity.

conclusionThe reviewed studies demonstrate promising applications of UAVs in healthcare logistics. However, regulatory and legal frameworks require adaptation to ensure operational safety. Further experimental studies are necessary, particularly involving beyond visual line of sight (BVLOS) operations, to evaluate scalability and potential cost reductions.

Indexed as

AircraftCOVID-19Specimen HandlingTuberculosisBrazilHumansSARS-CoV-2COVID-19Delivery of health careTransportationTuberculosisUnmanned aerial vehicle

Identifiers

PMID40914773
PMCPMC12753566

What OpenQuestion holds

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LicenceCC BY
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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.