Evidence map›Paper›PMID 41718233›Full record

ArticlePharmacy (Basel, Switzerland)2026

Process-Related Incidents in Nuclear Medicine: A Four-Year Single-Center Retrospective Analysis to Support the Implementation of a Scenario-Based Radiopharmacy Training.

Yasmine Soualy, Stéphane C Renaud, Jade Torchio, Juliette Fouillet, Julie Ensenat, Léa Rubira, Cyril Fersing

Abstract read
In one paragraph

Article in Pharmacy (Basel, Switzerland), 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.

Yasmine SoualyNuclear Medicine Department, Institut Régional du Cancer de Montpellier (ICM), University Montpellier, 34298 Montpellier, France.
Stéphane C RenaudNuclear Medicine Department, Institut Régional du Cancer de Montpellier (ICM), University Montpellier, 34298 Montpellier, France.
Jade TorchioNuclear Medicine Department, Institut Régional du Cancer de Montpellier (ICM), University Montpellier, 34298 Montpellier, France.
Juliette FouilletNuclear Medicine Department, Institut Régional du Cancer de Montpellier (ICM), University Montpellier, 34298 Montpellier, France.
Julie EnsenatNuclear Medicine Department, Institut Régional du Cancer de Montpellier (ICM), University Montpellier, 34298 Montpellier, France.ORCID 0009-0007-5632-6885
Léa RubiraNuclear Medicine Department, Institut Régional du Cancer de Montpellier (ICM), University Montpellier, 34298 Montpellier, France.
Cyril FersingNuclear Medicine Department, Institut Régional du Cancer de Montpellier (ICM), University Montpellier, 34298 Montpellier, France.ORCID 0000-0002-4455-4641

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nuclear medicine is a medical specialty combining parenteral radioactive drug handling and complex clinical workflows, making systematic process-related incident (PRI) analysis essential to support healthcare quality improvement. This study reports a four-year single-center retrospective analysis of PRIs in a nuclear medicine department and describes the development and implementation of a scenario-based radiopharmacy training program for nuclear medicine technologists (NMTs) derived from these findings. PRIs were extracted from the institutional reporting system and categorized according to a structured classification. Training scenarios were designed from recurrent radiopharmacy-related PRIs, and their impact was evaluated using a knowledge questionnaire administered pre and post training. A total of 223 PRIs were analyzed, of which 38.6% (n = 86) were related to the radiopharmaceutical circuit. Among these, 28.3% occurred exclusively within the radiopharmacy cleanroom. Administration (19%), dispensing (15%), delivery and reception (15%), and preparation and quality control (15%) of radiopharmaceuticals were the most frequently involved stages. No PRI exceeded a moderate criticality level. Eight NMTs participated in the training program, consisting of an analysis of videos depicting the developed scenarios. The mean knowledge score increased significantly from 7.51/10 before training to 8.46/10 four weeks after training (

Indexed as

good radiopharmacy practicenuclear medicineprocess-related incidentquality assurancequality of healthcareradiopharmaceuticalsscenario-based training

Identifiers

PMID41718233
PMCPMC12921750

What OpenQuestion holds

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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.