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Questionnaire Study Concerning Artificial Intelligence

3 februari 2022 uppdaterad av: Maastricht University Medical Center

Questionnaire Study Concerning Artificial Intelligence and Its Application in (Gastrointestinal) Healthcare - Patients' and Physicians' Perspectives

This study aims to investigate the knowledge, experience, and opinion on AI among gastroenterology (GI) patients, gastroenterologists, and GI-fellows, particularly concerning implementation and application of AI (in assisting clinicians) in healthcare. The secondary aims are to investigate (dis)advantages of AI use in healthcare and the availability of technical facilities and infrastructures within endoscopy to implement and apply AI in Dutch hospitals.

Studieöversikt

Status

Avslutad

Betingelser

Intervention / Behandling

Detaljerad beskrivning

In recent years, important developments have been made in the field of artificial intelligence (AI). These developments have led to the large-scale application of AI in our everyday lives and AI-research within healthcare. A potentially promising application of AI lies in imaging analysis. For example, within gastroenterology this means the detection and classification of colorectal polyps and Barrett's neoplasia, disease severity scoring of inflammatory bowel diseases, and differentiating pancreatic cancer from chronic pancreatitis.

Despite the investments in AI-research, there is a lack in knowledge concerning patients' and physicians' perspectives on AI in healthcare. This prospective questionnaire study investigates these perspectives, obtaining data from both gastroenterology (GI) patients and GI-physicians within the Netherlands. The questionnaires focus on the knowledge, experience, and opinion of AI, particularly concerning the implementation of AI in (gastroenterology) healthcare. Furthermore, the current (endoscopic) infrastructure within Dutch hospitals will be investigated for its readnessy for AI.

Studietyp

Observationell

Inskrivning (Faktisk)

457

Kontakter och platser

Det här avsnittet innehåller kontaktuppgifter för dem som genomför studien och information om var denna studie genomförs.

Studieorter

  • Nederländerna
    • Limburg
      • Maastricht, Limburg, Nederländerna, 6202AZ
        • Maastricht University Medical Center
    • Noord-Brabant
      • Eindhoven, Noord-Brabant, Nederländerna, 5623 EJ
        • Catharina Ziekenhuis Eindhoven

Deltagandekriterier

Forskare letar efter personer som passar en viss beskrivning, så kallade behörighetskriterier. Några exempel på dessa kriterier är en persons allmänna hälsotillstånd eller tidigare behandlingar.

Urvalskriterier

Åldrar som är berättigade till studier

18 år och äldre (Vuxen, Äldre vuxen)

Tar emot friska volontärer

Nej

Kön som är behöriga för studier

Allt

Testmetod

Icke-sannolikhetsprov

Studera befolkning

Gastroenterology patients who will have an outpatient appointment for an endoscopic procedure in the context of the national bowel cancer screening program, because of gastrointestinal symptoms, or because of follow-up of previously diagnosed bowel diseases, in one of two Dutch hospitals between April 2020 and September 2020.

Gastroenterologists and gastroenterology fellows working in Dutch hospitals.

Beskrivning

Inclusion Criteria:

  • Gastrointestinal (GI) patients with an outpatient appointment in the gastroenterology department for an endoscopic procedure in the context of the Dutch national screening program, because of gastrointestinal symptoms, or because of follow-up of previously diagnosed bowel diseases (in one of the two participating hospitals);
  • Gastroenterologists working in Dutch hospitals;
  • Gastroenterology fellows working in Dutch hospitals;
  • Minimal age of 18 years old.

Exclusion Criteria:

  • No appropriate understanding of the Dutch language;
  • Not willing to sign informed consent;
  • Objection to participate in medical scientific research, reported in the medical file.

Studieplan

Det här avsnittet ger detaljer om studieplanen, inklusive hur studien är utformad och vad studien mäter.

Hur är studien utformad?

Designdetaljer

Kohorter och interventioner

Grupp / Kohort
Intervention / Behandling
Gastroenterology patients

Patient receiving an endoscopic procedure because of regular care will be considered eligible for inclusion. Patients receive an endoscopic procedure in the context of the Dutch national screening program, because of gastrointestinal symptoms, or because of follow-up of previously diagnosed bowel diseases.

Patients will be asked to complete a questionnaire concerning AI. No intervention will be administered.
Övrig: Questionnaire
Questionnaire concerning artificial intelligence and its implementation in healthcare. GI patients and GI physicians will be provided with slightly different questionnaires.
Gastroenterology physicians

GI physicians (both gastroenterologists and gastroenterology fellows), participating in a yearly gastroenterology and hepatology training day, will be asked for their participation in this study.

Physician will be asked to complete a questionnaire concerning AI. No intervention will be administered.
Övrig: Questionnaire
Questionnaire concerning artificial intelligence and its implementation in healthcare. GI patients and GI physicians will be provided with slightly different questionnaires.

Vad mäter studien?

Primära resultatmått

Resultatmått
Åtgärdsbeskrivning
Tidsram
The knowledge on AI investigated by means of a questionnaire
Tidsram: 6 months
The knowledge on AI in healthcare among gastroenterology patients and physicians, investigated by means of a questionnaire.
6 months
The experience with AI investigated by means of a questionnaire
Tidsram: 6 months
The experience with AI (in healthcare) among gastroenterology patients and physicians, investigated by means of a questionnaire.
6 months
The opinion on AI investigated by means of a questionnaire
Tidsram: 6 months
The oninion on AI in healthcare among gastroenterology patients and physicians, investigated by means of a questionnaire.
6 months

Sekundära resultatmått

Resultatmått
Åtgärdsbeskrivning
Tidsram
Willingness of physicians to use AI in (gastroenterology) healthcare
Tidsram: 6 months
The willingness to apply AI in (gastroenterology) healthcare among gastroenterology physicians.
6 months
Willingness to apply AI in (gastroenterology) healthcare
Tidsram: 6 months
The willingness of gastroenterology patients for their physicians to apply AI in (gastroenterology) healthcare.
6 months
Advantages and disadvantages of AI use in (gastroenterology) healthcare
Tidsram: 6 months
Important advantages and disadvantages of AI use in (gastroenterology) healthcare among gastroenterology patients and physicians.
6 months
Potential domains within gastroenterology and hepatology for AI use
Tidsram: 6 months
Potential domains within gastroenterology and hepatology for AI use indicated by GI physicians.
6 months
Mandatory infrastructure for AI use in healthcare
Tidsram: 6 months
The availability of technical facilities and infrastructures within endoscopy to implement and apply AI in Dutch hospitals.
6 months

Samarbetspartners och utredare

Det är här du hittar personer och organisationer som är involverade i denna studie.

Sponsor

Maastricht University Medical Center

Samarbetspartners

Catharina Ziekenhuis Eindhoven

Utredare

  • Huvudutredare: Ad Masclee, Prof Dr MD, Maastricht Universitair Medisch Centrum

Publikationer och användbara länkar

Den som ansvarar för att lägga in information om studien tillhandahåller frivilligt dessa publikationer. Dessa kan handla om allt som har med studien att göra.

Allmänna publikationer

Studieavstämningsdatum

Dessa datum spårar framstegen för inlämningar av studieposter och sammanfattande resultat till ClinicalTrials.gov. Studieposter och rapporterade resultat granskas av National Library of Medicine (NLM) för att säkerställa att de uppfyller specifika kvalitetskontrollstandarder innan de publiceras på den offentliga webbplatsen.

Studera stora datum

Studiestart (Faktisk)

8 april 2020

Primärt slutförande (Faktisk)

12 augusti 2021

Avslutad studie (Faktisk)

12 augusti 2021

Studieregistreringsdatum

Först inskickad

13 januari 2022

Först inskickad som uppfyllde QC-kriterierna

26 januari 2022

Första postat (Faktisk)

31 januari 2022

Uppdateringar av studier

Senaste uppdatering publicerad (Faktisk)

18 februari 2022

Senaste inskickade uppdateringen som uppfyllde QC-kriterierna

3 februari 2022

Senast verifierad

1 februari 2022

Mer information

Termer relaterade till denna studie

Nyckelord

Ytterligare relevanta MeSH-villkor

Andra studie-ID-nummer

  • METC 2020-2281

Plan för individuella deltagardata (IPD)

Planerar du att dela individuella deltagardata (IPD)?

JA

IPD-planbeskrivning

Data collected for the study, including individual participant data, will be made available upon request. This data includes deidentified participant data. Additional documents that will be made available are the study protocol, the statistical analysis plan, the questionnaires, and the informed consent forms. Data will be available following publication with no end date. Requests should be methodologically sound proposals with the purpose to achieve aims in the approved proposal. Researchers who request the data should direct the proposal to q.vanderzander@maastrichtuniversity.nl to gain access. Data requestors will need to sign a data access agreement after approval of a proposal.

Tidsram för IPD-delning

Data will be available following publication with no end date.

Kriterier för IPD Sharing Access

Requests should be methodologically sound proposals with the purpose to achieve aims in the approved proposal. Data requestors will need to sign a data access agreement after approval of a proposal.

IPD-delning som stöder informationstyp

  • STUDY_PROTOCOL
  • SAV
  • ICF

Läkemedels- och apparatinformation, studiedokument

Studerar en amerikansk FDA-reglerad läkemedelsprodukt

Nej

Studerar en amerikansk FDA-reglerad produktprodukt

Nej

Denna information hämtades direkt från webbplatsen clinicaltrials.gov utan några ändringar. Om du har några önskemål om att ändra, ta bort eller uppdatera dina studieuppgifter, vänligen kontakta register@clinicaltrials.gov. Så snart en ändring har implementerats på clinicaltrials.gov, kommer denna att uppdateras automatiskt även på vår webbplats .

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