Questionnaire Study Concerning Artificial Intelligence
Questionnaire Study Concerning Artificial Intelligence and Its Application in (Gastrointestinal) Healthcare - Patients' and Physicians' Perspectives
연구 개요
상세 설명
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.
연구 유형
등록 (실제)
연락처 및 위치
연구 장소
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Limburg
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Maastricht, Limburg, 네덜란드, 6202AZ
- Maastricht University Medical Center
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Noord-Brabant
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Eindhoven, Noord-Brabant, 네덜란드, 5623 EJ
- Catharina Ziekenhuis Eindhoven
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참여기준
자격 기준
공부할 수 있는 나이
건강한 자원 봉사자를 받아들입니다
연구 대상 성별
샘플링 방법
연구 인구
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.
설명
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.
공부 계획
연구는 어떻게 설계됩니까?
디자인 세부사항
코호트 및 개입
그룹/코호트 |
개입 / 치료 |
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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.
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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.
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연구는 무엇을 측정합니까?
주요 결과 측정
결과 측정 |
측정값 설명 |
기간 |
|---|---|---|
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The knowledge on AI investigated by means of a questionnaire
기간: 6 months
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The knowledge on AI in healthcare among gastroenterology patients and physicians, investigated by means of a questionnaire.
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6 months
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The experience with AI investigated by means of a questionnaire
기간: 6 months
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The experience with AI (in healthcare) among gastroenterology patients and physicians, investigated by means of a questionnaire.
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6 months
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The opinion on AI investigated by means of a questionnaire
기간: 6 months
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The oninion on AI in healthcare among gastroenterology patients and physicians, investigated by means of a questionnaire.
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6 months
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2차 결과 측정
결과 측정 |
측정값 설명 |
기간 |
|---|---|---|
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Willingness of physicians to use AI in (gastroenterology) healthcare
기간: 6 months
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The willingness to apply AI in (gastroenterology) healthcare among gastroenterology physicians.
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6 months
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Willingness to apply AI in (gastroenterology) healthcare
기간: 6 months
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The willingness of gastroenterology patients for their physicians to apply AI in (gastroenterology) healthcare.
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6 months
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Advantages and disadvantages of AI use in (gastroenterology) healthcare
기간: 6 months
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Important advantages and disadvantages of AI use in (gastroenterology) healthcare among gastroenterology patients and physicians.
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6 months
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Potential domains within gastroenterology and hepatology for AI use
기간: 6 months
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Potential domains within gastroenterology and hepatology for AI use indicated by GI physicians.
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6 months
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Mandatory infrastructure for AI use in healthcare
기간: 6 months
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The availability of technical facilities and infrastructures within endoscopy to implement and apply AI in Dutch hospitals.
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6 months
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공동 작업자 및 조사자
수사관
- 수석 연구원: Ad Masclee, Prof Dr MD, Maastricht Universitair Medisch Centrum
간행물 및 유용한 링크
일반 간행물
- Le Berre C, Sandborn WJ, Aridhi S, Devignes MD, Fournier L, Smail-Tabbone M, Danese S, Peyrin-Biroulet L. Application of Artificial Intelligence to Gastroenterology and Hepatology. Gastroenterology. 2020 Jan;158(1):76-94.e2. doi: 10.1053/j.gastro.2019.08.058. Epub 2019 Oct 5.
- Shaban-Nejad A, Michalowski M, Buckeridge DL. Health intelligence: how artificial intelligence transforms population and personalized health. NPJ Digit Med. 2018 Oct 2;1:53. doi: 10.1038/s41746-018-0058-9. eCollection 2018.
- Labovitz DL, Shafner L, Reyes Gil M, Virmani D, Hanina A. Using Artificial Intelligence to Reduce the Risk of Nonadherence in Patients on Anticoagulation Therapy. Stroke. 2017 May;48(5):1416-1419. doi: 10.1161/STROKEAHA.116.016281. Epub 2017 Apr 6.
- Waymel Q, Badr S, Demondion X, Cotten A, Jacques T. Impact of the rise of artificial intelligence in radiology: What do radiologists think? Diagn Interv Imaging. 2019 Jun;100(6):327-336. doi: 10.1016/j.diii.2019.03.015. Epub 2019 May 6.
연구 기록 날짜
연구 주요 날짜
연구 시작 (실제)
기본 완료 (실제)
연구 완료 (실제)
연구 등록 날짜
최초 제출
QC 기준을 충족하는 최초 제출
처음 게시됨 (실제)
연구 기록 업데이트
마지막 업데이트 게시됨 (실제)
QC 기준을 충족하는 마지막 업데이트 제출
마지막으로 확인됨
추가 정보
이 연구와 관련된 용어
기타 연구 ID 번호
- METC 2020-2281
개별 참가자 데이터(IPD) 계획
개별 참가자 데이터(IPD)를 공유할 계획입니까?
IPD 계획 설명
IPD 공유 기간
IPD 공유 액세스 기준
IPD 공유 지원 정보 유형
- 연구_프로토콜
- 수액
- ICF
약물 및 장치 정보, 연구 문서
미국 FDA 규제 의약품 연구
미국 FDA 규제 기기 제품 연구
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