AI_Colonoscopy_for_Fellows
Efficacy of Artificial Intelligence Assisted Colonoscopy in Improving Adenoma Detection Rates for Gastroenterology Fellows
The goal of this study is to look at how good artificial intelligence (AI) assisted colonoscopy is compared to conventional colonoscopy in detecting polyps when used by gastroenterology fellows. The main question the study aims to answer are:
Does AI assisted colonoscopy improve adenoma detection rate for gastroenterology fellows in different levels of training? Does AI assisted colonoscopy improve other quality indicators such as sessile serrated lesion detection rate withdrawal time? This research will compare these quality measures for gastroenterology fellows in their first, second, and third year of training. The gastroenterology fellows performing colonoscopies will be randomized to either AI assisted colonoscopy or conventional colonoscopy for each case. The nurse in the room will then turn on the AI device if needed and the rest of the colonoscopy will be completed as normal. The procedure notes will indicated whether AI device was used or not during the procedure.
調査の概要
状態
詳細な説明
The proposed study is a randomized controlled trial to evaluate the efficacy of AI assisted colonoscopies in improving colonoscopy quality indices for gastroenterology fellows.
The subjects for this study will be the gastroenterology fellows in their first, second or third year of training. Each fellow during their VA endoscopy rotation will be randomized to perform colonoscopies using AI or following conventional methods. If randomized to AI, the endoscopy technician in the procedural room will be responsible for turning on the GI Genius software (Medtronic AI device) during the procedure. The fellow will identify whether AI was used in the procedural note documented under Provation MD software. Otherwise, all colonoscopies will be performed in the standard fashion under moderate sedation or monitored anesthesia care. Procedures will not be affected by study participation. All procedures will be performed at the Oklahoma City VA Medical Center during normal procedural times. Information such as indication for the procedure and quality indices mentioned above (such as ADR, SSLDR, withdrawal time) will be obtained from chart review and calculated using data from Provation MD retrospectively, at a later time. Other information such as patient's medical history and family history as it relates to the colonoscopy procedure will also be collected retrospectively from CPRS chart records. This will be used to exclude patients undergoing colonoscopy secondary to genetic cancer syndromes (ex: polyposis), inflammatory bowel disease, for therapy of known neoplasms or undergoing non-colonoscopy screening tests (fecal immunochemical test, CT colonography) from this study. No identifiable patient information will be saved in any format. In addition, data such as polyp size, location of polyp and histological information will be collected from CPRS charts.
研究の種類
入学 (推定)
段階
- 適用できない
連絡先と場所
研究場所
-
-
Oklahoma
-
Oklahoma City、Oklahoma、アメリカ、73104
- Oklahoma City VA Health Care System
-
-
参加基準
適格基準
就学可能な年齢
- 子
- 大人
- 高齢者
健康ボランティアの受け入れ
説明
Inclusion Criteria:
- All adult gastroenterology fellows at the University of Oklahoma, except for the fellow conducting research will be included in the study.
Exclusion Criteria:
- All patients undergoing colonoscopy for genetic cancer syndromes (ex: polyposis), inflammatory bowel disease, for therapy of known neoplasms or undergoing non-colonoscopy screening tests (fecal immunochemical test, CT colonography) will be excluded from this study.
研究計画
研究はどのように設計されていますか?
デザインの詳細
- 主な目的:防止
- 割り当て:ランダム化
- 介入モデル:単一グループの割り当て
- マスキング:なし(オープンラベル)
武器と介入
参加者グループ / アーム |
介入・治療 |
|---|---|
|
実験的:AI assisted colonoscopy
GI fellows in this arm will complete colonoscopies with the assistance of AI device GI Genius.
|
The gastroenterology fellows assigned to AI assisted colonoscopy will use the GI genius device while performing colonoscopies.
|
|
アクティブコンパレータ:Conventional colonoscopy
GI fellows in this arm will complete colonoscopy in a conventional manner
|
The gastroenterology fellows assigned to conventional colonoscopy will be performing colonoscopies without the use of AI device.
|
この研究は何を測定していますか?
主要な結果の測定
結果測定 |
メジャーの説明 |
時間枠 |
|---|---|---|
|
Adenoma detection rate
時間枠:over 18 months
|
We hypothesize that an AI assisted colonoscopy done by a gastroenterology fellow will have a higher ADR as compared to conventional colonoscopy done by the same fellow and these results will be more significant among junior fellows compared to senior fellows.
|
over 18 months
|
二次結果の測定
結果測定 |
メジャーの説明 |
時間枠 |
|---|---|---|
|
Sessile serrated lesion detection rate
時間枠:Over 18 months
|
We hypothesize that an AI assisted colonoscopy done by a gastroenterology fellow will have a higher sessile serrated lesion detection rate as compared to conventional colonoscopy done by the same fellow and these results will be more significant among junior fellows compared to senior fellow.
|
Over 18 months
|
|
Withdrawal time
時間枠:Over 18 months
|
Total withdrawal time will likely be longer in the AI assisted colonoscopy group compared to conventional colonoscopy group.
|
Over 18 months
|
協力者と研究者
スポンサー
捜査官
- 主任研究者:Mohammad Madhoun、University of Oklahoma
研究記録日
主要日程の研究
研究開始 (実際)
一次修了 (推定)
研究の完了 (推定)
試験登録日
最初に提出
QC基準を満たした最初の提出物
最初の投稿 (実際)
学習記録の更新
投稿された最後の更新 (実際)
QC基準を満たした最後の更新が送信されました
最終確認日
詳しくは
本研究に関する用語
その他の研究ID番号
- 18531
個々の参加者データ (IPD) の計画
個々の参加者データ (IPD) を共有する予定はありますか?
医薬品およびデバイス情報、研究文書
米国FDA規制医薬品の研究
米国FDA規制機器製品の研究
米国で製造され、米国から輸出された製品。
この情報は、Web サイト clinicaltrials.gov から変更なしで直接取得したものです。研究の詳細を変更、削除、または更新するリクエストがある場合は、register@clinicaltrials.gov。 までご連絡ください。 clinicaltrials.gov に変更が加えられるとすぐに、ウェブサイトでも自動的に更新されます。