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Questionnaire Study Concerning Artificial Intelligence

3. februar 2022 oppdatert 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.

Studieoversikt

Status

Fullført

Forhold

Intervensjon / Behandling

Detaljert 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.

Studietype

Observasjonsmessig

Registrering (Faktiske)

457

Kontakter og plasseringer

Denne delen inneholder kontaktinformasjon for de som utfører studien, og informasjon om hvor denne studien blir utført.

Studiesteder

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

Deltakelseskriterier

Forskere ser etter personer som passer til en bestemt beskrivelse, kalt kvalifikasjonskriterier. Noen eksempler på disse kriteriene er en persons generelle helsetilstand eller tidligere behandlinger.

Kvalifikasjonskriterier

Alder som er kvalifisert for studier

18 år og eldre (Voksen, Eldre voksen)

Tar imot friske frivillige

Nei

Kjønn som er kvalifisert for studier

Alle

Prøvetakingsmetode

Ikke-sannsynlighetsprøve

Studiepopulasjon

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

Denne delen gir detaljer om studieplanen, inkludert hvordan studien er utformet og hva studien måler.

Hvordan er studiet utformet?

Designdetaljer

Kohorter og intervensjoner

Gruppe / Kohort
Intervensjon / 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.
Annen: 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.
Annen: Questionnaire
Questionnaire concerning artificial intelligence and its implementation in healthcare. GI patients and GI physicians will be provided with slightly different questionnaires.

Hva måler studien?

Primære resultatmål

Resultatmål
Tiltaksbeskrivelse
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
Tiltaksbeskrivelse
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

Samarbeidspartnere og etterforskere

Det er her du vil finne personer og organisasjoner som er involvert i denne studien.

Sponsor

Maastricht University Medical Center

Samarbeidspartnere

Catharina Ziekenhuis Eindhoven

Etterforskere

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

Publikasjoner og nyttige lenker

Den som er ansvarlig for å legge inn informasjon om studien leverer frivillig disse publikasjonene. Disse kan handle om alt relatert til studiet.

Generelle publikasjoner

Studierekorddatoer

Disse datoene sporer fremdriften for innsending av studieposter og sammendragsresultater til ClinicalTrials.gov. Studieposter og rapporterte resultater gjennomgås av National Library of Medicine (NLM) for å sikre at de oppfyller spesifikke kvalitetskontrollstandarder før de legges ut på det offentlige nettstedet.

Studer hoveddatoer

Studiestart (Faktiske)

8. april 2020

Primær fullføring (Faktiske)

12. august 2021

Studiet fullført (Faktiske)

12. august 2021

Datoer for studieregistrering

Først innsendt

13. januar 2022

Først innsendt som oppfylte QC-kriteriene

26. januar 2022

Først lagt ut (Faktiske)

31. januar 2022

Oppdateringer av studieposter

Sist oppdatering lagt ut (Faktiske)

18. februar 2022

Siste oppdatering sendt inn som oppfylte QC-kriteriene

3. februar 2022

Sist bekreftet

1. februar 2022

Mer informasjon

Begreper knyttet til denne studien

Nøkkelord

Ytterligere relevante MeSH-vilkår

Andre studie-ID-numre

  • METC 2020-2281

Plan for individuelle deltakerdata (IPD)

Planlegger du å dele individuelle deltakerdata (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.

Tilgangskriterier for IPD-deling

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 Støtteinformasjonstype

  • STUDY_PROTOCOL
  • SEVJE
  • ICF

Legemiddel- og utstyrsinformasjon, studiedokumenter

Studerer et amerikansk FDA-regulert medikamentprodukt

Nei

Studerer et amerikansk FDA-regulert enhetsprodukt

Nei

Denne informasjonen ble hentet direkte fra nettstedet clinicaltrials.gov uten noen endringer. Hvis du har noen forespørsler om å endre, fjerne eller oppdatere studiedetaljene dine, vennligst kontakt register@clinicaltrials.gov. Så snart en endring er implementert på clinicaltrials.gov, vil denne også bli oppdatert automatisk på nettstedet vårt. .

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