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Questionnaire Study Concerning Artificial Intelligence

3. februar 2022 opdateret af: 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.

Studieoversigt

Status

Afsluttet

Betingelser

Intervention / Behandling

Detaljeret beskrivelse

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.

Undersøgelsestype

Observationel

Tilmelding (Faktiske)

457

Kontakter og lokationer

Dette afsnit indeholder kontaktoplysninger for dem, der udfører undersøgelsen, og oplysninger om, hvor denne undersøgelse udføres.

Studiesteder

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

Deltagelseskriterier

Forskere leder efter personer, der passer til en bestemt beskrivelse, kaldet berettigelseskriterier. Nogle eksempler på disse kriterier er en persons generelle helbredstilstand eller tidligere behandlinger.

Berettigelseskriterier

Aldre berettiget til at studere

18 år og ældre (Voksen, Ældre voksen)

Tager imod sunde frivillige

Ingen

Køn, der er berettiget til at studere

Alle

Prøveudtagningsmetode

Ikke-sandsynlighedsprøve

Studiebefolkning

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.

Beskrivelse

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

Dette afsnit indeholder detaljer om studieplanen, herunder hvordan undersøgelsen er designet, og hvad undersøgelsen måler.

Hvordan er undersøgelsen tilrettelagt?

Design detaljer

Kohorter og interventioner

Gruppe / kohorte
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.

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.

Questionnaire concerning artificial intelligence and its implementation in healthcare. GI patients and GI physicians will be provided with slightly different questionnaires.

Hvad måler undersøgelsen?

Primære resultatmål

Resultatmål
Foranstaltningsbeskrivelse
Tidsramme
The knowledge on AI investigated by means of a questionnaire
Tidsramme: 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
Tidsramme: 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
Tidsramme: 6 months
The oninion on AI in healthcare among gastroenterology patients and physicians, investigated by means of a questionnaire.
6 months

Sekundære resultatmål

Resultatmål
Foranstaltningsbeskrivelse
Tidsramme
Willingness of physicians to use AI in (gastroenterology) healthcare
Tidsramme: 6 months
The willingness to apply AI in (gastroenterology) healthcare among gastroenterology physicians.
6 months
Willingness to apply AI in (gastroenterology) healthcare
Tidsramme: 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
Tidsramme: 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
Tidsramme: 6 months
Potential domains within gastroenterology and hepatology for AI use indicated by GI physicians.
6 months
Mandatory infrastructure for AI use in healthcare
Tidsramme: 6 months
The availability of technical facilities and infrastructures within endoscopy to implement and apply AI in Dutch hospitals.
6 months

Samarbejdspartnere og efterforskere

Det er her, du vil finde personer og organisationer, der er involveret i denne undersøgelse.

Sponsor

Samarbejdspartnere

Efterforskere

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

Publikationer og nyttige links

Den person, der er ansvarlig for at indtaste oplysninger om undersøgelsen, leverer frivilligt disse publikationer. Disse kan handle om alt relateret til undersøgelsen.

Datoer for undersøgelser

Disse datoer sporer fremskridtene for indsendelser af undersøgelsesrekord og resumeresultater til ClinicalTrials.gov. Studieregistreringer og rapporterede resultater gennemgås af National Library of Medicine (NLM) for at sikre, at de opfylder specifikke kvalitetskontrolstandarder, før de offentliggøres på den offentlige hjemmeside.

Studer store datoer

Studiestart (Faktiske)

8. april 2020

Primær færdiggørelse (Faktiske)

12. august 2021

Studieafslutning (Faktiske)

12. august 2021

Datoer for studieregistrering

Først indsendt

13. januar 2022

Først indsendt, der opfyldte QC-kriterier

26. januar 2022

Først opslået (Faktiske)

31. januar 2022

Opdateringer af undersøgelsesjournaler

Sidste opdatering sendt (Faktiske)

18. februar 2022

Sidste opdatering indsendt, der opfyldte kvalitetskontrolkriterier

3. februar 2022

Sidst verificeret

1. februar 2022

Mere information

Begreber relateret til denne undersøgelse

Andre undersøgelses-id-numre

  • METC 2020-2281

Plan for individuelle deltagerdata (IPD)

Planlægger du at dele individuelle deltagerdata (IPD)?

JA

IPD-planbeskrivelse

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.

IPD-delingstidsramme

Data will be available following publication with no end date.

IPD-delingsadgangskriterier

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-deling Understøttende informationstype

  • STUDY_PROTOCOL
  • SAP
  • ICF

Lægemiddel- og udstyrsoplysninger, undersøgelsesdokumenter

Studerer et amerikansk FDA-reguleret lægemiddelprodukt

Ingen

Studerer et amerikansk FDA-reguleret enhedsprodukt

Ingen

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