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Consensus And Norms for Medical Visualization Academic Standards Study - A Modified Delphi Study (CANVAS)

2026년 9월 9일 업데이트: National Taiwan University Hospital

The CANVAS (Consensus And Norms for Medical Visualization Academic Standards) Study: Developing Professional Standards for Effective Medical Visualization - A Modified Delphi Study

The goal of this observational study (modified Delphi consensus study) is to establish an international expert consensus on professional standards for medical visualization in medical visualization experts from from around the world, each with a minimum of five years of relevant professional experience. The specific objectives are:

  1. to develop and validate core consensus statements on professional standards for medical visualization (consensus threshold ≥75%).
  2. to quantify the distribution of divergence in professional opinion.

Participants will:

Fill out a short background survey about their job title, training, work setting, location, and experience with AI image tools.

Rate 10 statements about medical visualization standards on a scale from 1 (Strongly Disagree) to 5 (Strongly Agree). These statements cover three topics: accuracy, accessibility, and ethics. Participants will complete up to 3 rounds of anonymous online surveys.

Write comments to explain why they disagree with any statement they rate 1 or 2.

Between rounds, review a summary showing their own earlier ratings and the group's overall results (with no names attached). Then, re-rate any statements the group has not yet agreed on.

연구 개요

상세 설명

This study uses a modified Delphi design to develop consensus-based professional standards for medical visualization. The standard Delphi method typically begins with open-ended questions to generate initial statements. In this modified version, a systematic literature review and a focus group replace that first open-ended round, reducing participant burden and producing a more structured starting questionnaire. The study follows the Conducting and Reporting of Delphi Studies (CREDES) framework and reports results according to the Accurate Consensus Reporting Document (ACCORD) checklist. All activities are conducted online. There is no physical study site.

Questionnaire Development The initial questionnaire was developed in two stages. In the first stage, a systematic literature review identified existing frameworks, guidelines, and evidence related to professional standards in medical visualization. Three databases were searched: PubMed (title and abstract fields), Embase (title field), and the Cochrane Library (title field). The search terms were "medical illustration" OR "medical visualization," limited to clinical studies and review articles published between May 2016 and May 2026. The research team also hand-searched professional guidelines from the Association of Medical Illustrators (AMI) and the Institute of Medical Illustrators (IMI), as well as all issues of The Journal of Biocommunication (JBC). A total of 20 articles were included for synthesis.

In the second stage, the principal investigator convened a focus group of domain experts, including clinicians and three practicing medical illustrators. The group held three online meetings to discuss the literature review findings and draft the initial statements. To protect the independence of the Delphi process, no focus group member serves on the Delphi expert panel. This process produced a 10-item questionnaire organized into three domains: (i) Accuracy and Scientific Rigor (4 items), (ii) Accessibility and Diversity (3 items), and (iii) Disclosure and Ethics (3 items).

Content Validity Assessment Before distribution to the Delphi panel, 10 cross-disciplinary experts rated the relevance of each item on a 4-point scale (1 = not relevant; 4 = highly relevant). Items with an item-level Content Validity Index (I-CVI) of 0.83 or higher were retained. Items scoring between 0.70 and 0.83 were revised. Items below 0.70 were deleted. None of these 10 validators serve on the Delphi expert panel.

Delphi Round Procedures The study includes up to three sequential rounds of anonymous rating, all conducted via the REDCap platform deployed by the Information Technology Office of National Taiwan University Hospital.

In Round 1, all panel members rate the 10 statements on a 5-point Likert scale (1 = Strongly Disagree to 5 = Strongly Agree). For any item rated 1 or 2, respondents provide an open-ended comment explaining their reasoning. Between rounds, the research team compiles descriptive statistics for each item. Each panel member receives (a) their own prior ratings, (b) anonymized group statistics (mean, median, interquartile range, and rating distribution), and (c) a summary of anonymized qualitative comments. Two research team members independently review qualitative comments using content analysis and draft revision recommendations. Items reaching consensus are finalized and removed from subsequent rounds. In Rounds 2 and 3, panel members re-rate only those items that have not yet reached consensus, in light of group feedback. No real-time interaction or group discussion takes place at any stage.

Consensus Definition An item reaches inclusion consensus when all three of the following criteria are met simultaneously: (1) 75% or more of panel members rate the item 4 or 5; (2) the group median is 4 or higher; and (3) the interquartile range (IQR) is 1 or less. An item reaches exclusion consensus if 75% or more of panel members rate it 1 or 2. Items that do not meet either threshold after three rounds are classified as non-consensus and reported descriptively.

Stopping Criteria The consultation process ends after a maximum of three rounds, regardless of item-level consensus status. If all items reach consensus before the third round, the process ends early. If the number of continuously participating members falls below 15 in any round, that round is considered unable to guarantee representativeness, and the Delphi process is terminated early.

Statistical Analysis Plan Descriptive statistics summarize expert ratings for each item, reported as mean ± standard deviation (SD), supplemented by median and IQR. All tests are two-tailed, with p < 0.05 considered statistically significant. Inter-rater agreement is assessed using Kendall's coefficient of concordance (W), interpreted as weak (W < 0.3), moderate (0.3 ≤ W ≤ 0.7), or strong (W > 0.7). All analyses are performed in IBM SPSS Statistics; graphical visualizations are produced in GraphPad Prism.

연구 유형

관찰

등록 (추정된)

50

연락처 및 위치

이 섹션에서는 연구를 수행하는 사람들의 연락처 정보와 이 연구가 수행되는 장소에 대한 정보를 제공합니다.

연구 장소

    • Taipei
      • Taipei, Taipei, 대만, 100
        • National Taiwan University Hospital

참여기준

연구원은 적격성 기준이라는 특정 설명에 맞는 사람을 찾습니다. 이러한 기준의 몇 가지 예는 개인의 일반적인 건강 상태 또는 이전 치료입니다.

자격 기준

공부할 수 있는 나이

  • 성인
  • 고령자

건강한 자원 봉사자를 받아들입니다

예

샘플링 방법

비확률 샘플

연구 인구

The study aimed to recruit a panel of approximately 35-50 experts. As Delphi studies are consensus-based, the target panel size was guided by diversity of expertise, feasibility, and anticipated attrition rather than by a formal power calculation.

The recruitment channel involved the principal investigator compiling a roster of domain experts based on program directors or departmental contacts accredited training institutions, with the principal investigator issuing personalized invitations directly. The invitation process followed a standardized email procedure in three stages: (1) Initial invitation: the principal investigator sent a personalized email explaining the study objectives, expected time commitment (approximately 15 minutes per round), the anonymity mechanism, and data protection measures; (2) Follow-up reminder: if the invitee did not respond within 14 days, a first reminder was sent; if there was still no respon.

설명

Experts were invited from medical illustration training programs or professional associations worldwide. Inclusion criteria required that invitees meet at least one of the following conditions:

Inclusion Criteria:

  • Current faculty or staff at one of the accredited degree-granting institutions in medical and scientific illustration
  • Current member of a nationally/regionally recognized medical illustration association
  • Holder of the Certified Medical Illustrator (CMI) credential issued by the Board of Certification of Medical Illustrators
  • Current visualization editor or supervisor at a high-impact medical journal.
  • Required to possess at least five years of professional experience in medical visualization or a related discipline
  • Willing to complete the Delphi questionnaire, having provided informed consent prior to questionnaire commencement.

Exclusion Criteria:

  • Prior participation in the focus group or validity assessment stages of this study's initial questionnaire development
  • Direct financial interest in commercial AI medical imaging products or related services
  • Inability to complete the questionnaire in the designated language (English) in the absence of a corresponding language version.

Individuals meeting any of the above criteria were excluded to preserve the independence of the consensus process.

공부 계획

이 섹션에서는 연구 설계 방법과 연구가 측정하는 내용을 포함하여 연구 계획에 대한 세부 정보를 제공합니다.

연구는 어떻게 설계됩니까?

디자인 세부사항

코호트 및 개입

그룹/코호트
개입 / 치료
Delphi Panel
Experts were invited from medical illustration training programs or professional associations worldwide.
The study involves generating consensus statements by experts on medical visualization from around the world on professional standards for medical illustration and visualization - covering accuracy and scientific rigor, accessibility and diversity, and disclosure and ethics - using a modified Delphi process.

연구는 무엇을 측정합니까?

주요 결과 측정

결과 측정
측정값 설명
기간
Proportion of Statements Reaching Expert Consensus
기간: Through study completion, approximately 12 months
The proportion of the 10 initial professional standard statements (across three domains: Accuracy & Scientific Rigor; Accessibility & Diversity; Disclosure & Ethics) that reach the predefined consensus threshold, defined as the simultaneous fulfillment of three criteria: (1) ≥75% of panel members assigning a rating of 4 or 5 on a 5-point Likert scale (1 = Strongly Disagree to 5 = Strongly Agree); (2) group median ≥4; and (3) interquartile range (IQR) ≤1. Items meeting all three criteria are classified as "inclusion consensus." Items rated 1 or 2 by ≥75% of panel members are classified as "exclusion consensus." Items meeting neither threshold after three rounds are classified as "non-consensus."
Through study completion, approximately 12 months
Agreement Rate for Each Consensus Statement
기간: Through study completion, approximately 12 months
The percentage of expert panel members rating each of the 10 professional standard statements as 4 (Agree) or 5 (Strongly Agree) on a 5-point Likert scale, reported per round. This is the principal component of the tripartite consensus definition.
Through study completion, approximately 12 months

2차 결과 측정

결과 측정
측정값 설명
기간
Inter-Rater Reliability
기간: Through study completion, approximately 12 months
Kendall's coefficient of concordance (W) measuring the degree of agreement among expert panel members across all rated items. Interpretive thresholds: weak (W < 0.3), moderate (0.3 ≤ W ≤ 0.7), strong (W > 0.7).
Through study completion, approximately 12 months
Demographic and Professional Composition of the Expert Panel
기간: Through study completion, approximately 12 months
Descriptive summary of the expert panel composition, including distribution of primary professional discipline (e.g., surgical illustration, anatomical/educational illustration, molecular/cellular visualization, 3D modeling, animation/interactive media, patient education, science communication), geographic region (North America, Europe, East Asia), highest educational degree, years of professional experience, and experience with generative AI imaging tools.
Through study completion, approximately 12 months
Number of Delphi Rounds Required to Reach Consensus per Statement
기간: Through study completion, approximately 12 months
The number of Delphi rounds (out of a maximum of 3) required for each individual statement to meet the predefined consensus threshold. Statements not reaching consensus after 3 rounds are classified as "non-consensus" and reported descriptively.
Through study completion, approximately 12 months
Qualitative Themes of Expert Disagreement
기간: Through study completion, approximately 12 months
Thematic categories identified through content analysis of open-ended written comments provided by panel members.
Through study completion, approximately 12 months

기타 결과 측정

결과 측정
측정값 설명
기간
Panel Retention Rate Across Delphi Rounds
기간: Through study completion, approximately 12 months
The number and percentage of expert panel members who complete each sequential Delphi round, relative to the initial enrolled panel. If continuously participating members fall below 15 in any round, the round is considered unable to guarantee representativeness and the Delphi process is terminated early per the predefined stopping criteria.
Through study completion, approximately 12 months

공동 작업자 및 조사자

여기에서 이 연구와 관련된 사람과 조직을 찾을 수 있습니다.

수사관

  • 수석 연구원: Monal, Yu-Hsuan Chang, M.D., National Taiwan University Hospital

간행물 및 유용한 링크

연구에 대한 정보 입력을 담당하는 사람이 자발적으로 이러한 간행물을 제공합니다. 이것은 연구와 관련된 모든 것에 관한 것일 수 있습니다.

일반 간행물

연구 기록 날짜

이 날짜는 ClinicalTrials.gov에 대한 연구 기록 및 요약 결과 제출의 진행 상황을 추적합니다. 연구 기록 및 보고된 결과는 공개 웹사이트에 게시되기 전에 특정 품질 관리 기준을 충족하는지 확인하기 위해 국립 의학 도서관(NLM)에서 검토합니다.

연구 주요 날짜

연구 시작 (실제)

2026년 9월 9일

기본 완료 (추정된)

2027년 4월 30일

연구 완료 (추정된)

2027년 12월 31일

연구 등록 날짜

최초 제출

2026년 6월 29일

QC 기준을 충족하는 최초 제출

2026년 6월 29일

처음 게시됨 (실제)

2026년 7월 6일

연구 기록 업데이트

마지막 업데이트 게시됨 (실제)

2026년 9월 11일

QC 기준을 충족하는 마지막 업데이트 제출

2026년 9월 9일

마지막으로 확인됨

2026년 9월 1일

추가 정보

이 연구와 관련된 용어

기타 연구 ID 번호

  • 202606124RIND

개별 참가자 데이터(IPD) 계획

개별 참가자 데이터(IPD)를 공유할 계획입니까?

아니요

IPD 계획 설명

This study employs the Delphi consensus methodology, in which data are derived from expert panelists' professional opinions rather than from patient encounters, medical records, biological specimens, or identifiable clinical information. As such, the study does not generate individual participant data (IPD) in the conventional sense. Furthermore, respondent anonymity is a fundamental methodological requirement of the Delphi technique, as it minimizes the influence of authority bias and preserves the independence of each panelist's judgment across iterative survey rounds. Disclosing identifiable expert-level responses would compromise this core methodological principle. Aggregated, de-identified consensus results will be reported in peer-reviewed publications.

약물 및 장치 정보, 연구 문서

미국 FDA 규제 의약품 연구

아니

미국 FDA 규제 기기 제품 연구

아니

이 정보는 변경 없이 clinicaltrials.gov 웹사이트에서 직접 가져온 것입니다. 귀하의 연구 세부 정보를 변경, 제거 또는 업데이트하도록 요청하는 경우 register@clinicaltrials.gov. 문의하십시오. 변경 사항이 clinicaltrials.gov에 구현되는 즉시 저희 웹사이트에도 자동으로 업데이트됩니다. .

구독하다