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Kosmos Guidance Performance Evaluation Data Annotation

2026年8月13日 更新者:EchoNous Inc.
The purpose of this study is to supplement prior Kosmos Trio Guidance performance testing conducted under ECHO-020 Kosmos Guidance, Grading, and Capture Performance Evaluation Protocol. The Kosmos Trio Guidance algorithm is designed to provide guidance to help novice scanners acquire images and videos during ultrasound scanning of three cardiac views (Parastenal Long Axis, Apical 4 Chamber, and Apical 2 Chamber) with Kosmos Trio. The study will divide the guidance cues not evaluated sufficiently in the ECHO-020 study into four categories: 1) corrective guidance, 2) incorrect scanning window, 3) incorrect probe orientation, and 4) low confidence prediction. For each guidance cue evaluated in this study, expert annotators will review two clips: one suboptimal view, collected when the probe is positioned at an incorrect location; and one guided view, captured after the sonographer followed the probe motion cue displayed by the system. Annotators will review each pair of clips and respond indicating either i) Yes, the guided clip demonstrates the appropriate correction from the suboptimal view; ii) No, the guided clip does not demonstrate the appropriate correction from the suboptimal view; or iii) Unevaluable, the guided clip is technically inadequate for assessment. For each category of guidance cues, the outcome measure will be the rate at which annotators respond "Yes." Finally, this study will also evaluate the Kosmos Trio Auto-Capture algorithm's ability to detect and capture a diagnostic-quality image. Annotators will rate clips captured by Kosmos Trio Auto-Capture on an ACEP-based image quality scale. The outcome measure will be the image quality score. The study design involves the compilation of de-identified retrospective cardiac clips acquired using the Kosmos diagnostic ultrasound system. This data was collected for two previous studies; no additional data will be collected from previous study participants for the purposes of this study.

調査の概要

研究の種類

観察的

入学 (推定)

81

連絡先と場所

このセクションには、調査を実施する担当者の連絡先の詳細と、この調査が実施されている場所に関する情報が記載されています。

研究場所

    • Washington
      • Redmond、Washington、アメリカ、98052
        • EchoNous, Inc.

参加基準

研究者は、適格基準と呼ばれる特定の説明に適合する人を探します。これらの基準のいくつかの例は、人の一般的な健康状態または以前の治療です。

適格基準

就学可能な年齢

  • 大人
  • 高齢者

健康ボランティアの受け入れ

はい

サンプリング方法

非確率サンプル

調査対象母集団

The study used retrospective datasets from 2 sources: ECHO-020 Kosmos Guidance, Grading, and Capture Performance Evaluation study, and ECHO-025 Kosmos Guidance Performance Evaluation study. Both datasets comprise fully de-identified, retrospective, echocardiographic clips acquired using the Kosmos diagnostic ultrasound system.

Data collection for both studies was performed at EchoNous headquarters in Redmond, Washington. Source data was collected targeting a balanced representation of demographics and clinical characteristics (including gender and BMI) to ensure the generalizability of study findings.

説明

Inclusion Criteria:

  • All data used in this study must have been collected per 45 CFR § 26,
  • Data must have been collected per source protocol requirements with no deviation for that data set,
  • Adequate demographic information available from original study participation (sex, BMI, ethnicity, and race)
  • Exam acquisition performed by a qualified echocardiographer using the Kosmos system

Exclusion Criteria:

  • Inadequate demographic information corresponding to the available data, and
  • Non-echocardiographer acquired images.

研究計画

このセクションでは、研究がどのように設計され、研究が何を測定しているかなど、研究計画の詳細を提供します。

研究はどのように設計されていますか?

デザインの詳細

コホートと介入

グループ/コホート
介入・治療
Project 1
Participants included in Project 1, Category 1: Corrective Guidance
When the system detects that the probe is near the correct cardiac window but requires a specific directional adjustment, it displays a Category 1 - Corrective Guidance message. Each case in this project consists of two clips: Clip A - Suboptimal View: captured after the sonographer has intentionally moved the probe to a prescribed off-target position; and Clip B - Guided View: captured after the sonographer followed the Category 1 probe motion cue displayed by the system. For each pair of clips, annotators will be asked when Comparing Clip A and Clip B whether following the Category 1 corrective guidance instruction produces a discernible improvement in overall image quality. They will provide an answer of Yes, No, or Unevaluable.
Project 2
Participants included in Project 2, Category 2: Incorrect Scanning Window
When the system detects that the probe is positioned at a fundamentally incorrect anatomical location relative to the target cardiac view, it displays a Category 2 - Incorrect Scanning Window message. Each case in this project consists of two clips: Clip A - Suboptimal View: captured after the sonographer has intentionally a clearly incorrect anatomical location; and Clip B - Guided View: captured after the sonographer followed the Category 2 window-navigation cue and moved to the correct scanning window displayed by the system. For each pair of clips, annotators will be asked when Comparing Clip A and Clip B whether following the Category 2 guidance instruction produces a clip in the correct scanning window. They will provide an answer of Yes, No, or Unevaluable.
Project 3
Participants included in Project 3, Category 3: Incorrect Probe Orientation
When the system detects that the probe has been rotated 180° around its longitudinal axis, producing a laterally mirrored image, it displays a Category 3 - Incorrect Probe Orientation message. Each case in this project consists of two clips: Clip A - Suboptimal View: with the probe rotated 180° at the correct cardiac window, producing a mirrored image; and Clip B - Guided View: sonographer corrected the probe orientation in response to the Category 3 message displayed by the system. For each pair of clips, annotators will be asked when Comparing Clip A and Clip B whether following the Category 3 guidance instruction produced a clip that is oriented correctly. They will provide an answer of Yes, No, or Unevaluable.
Project 4
Participants included in Project 4, Category 4: Low Confidence Prediction
When the system's confidence in the current image is insufficient to issue a specific directional correction, it displays a Category 4 - Low Confidence Prediction message. Each case in this project consists of two clips: Clip A - Suboptimal View: with the probe rotated 180° at the correct cardiac window, producing a mirrored image; and Clip B - Guided View: sonographer corrected the probe orientation in response to the Category 3 message displayed by the system. For each pair of clips, annotators will be asked when Comparing Clip A and Clip B whether following the Category 3 guidance instruction produced a clip that is oriented correctly. They will provide an answer of Yes, No, or Unevaluable.
Project 5
Participants included in Project 5, Auto-Capture Frame-Level Re-annotation
The Kosmos Trio Auto-Capture feature automatically triggers clip recording when it detects that a diagnostic quality image has been achieved. Each case in this project is a single captured clip. No comparison clip is provided. The view (PLAX, A4C, or A2C) is indicated for each case. For each frame in this clip, annotators will be asked to assign a quality grade using the ACEP 1-5 image quality scale (where 1 represents a frame in which the relevant anatomy is not visualized or identifiable, and 5 represents a frame in which the image is sharp and the relevant anatomy is well visualized and present in the frame) to each frame.

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
Guidance Algorithm Accuracy
時間枠:Post data acquisition (2 months)
Guidance algorithm accuracy will be evaluated using Positive Predictive Value (PPV), a calculation that compares the diagnostic quality between the suboptimal view following an indicated probe movement and the guided view following the Guidance correction of the probe location. PPV will be calculated for each cardiac view included in this study (PLAX, A4C, and A2C), across all four Guidance categories. PPV is calculated by dividing the number of True Positives (the number of trial pairs in which the post-action clip demonstrates that following the guidance instruction produced the intended improvement for the applicable guidance category) by the number of True Positives plus the number of False Positives (the number of trial pairs in which the post-action clip does not demonstrate the expected improvement for the applicable category). Success is defined as a PPV > 0.80 and 95% CI lower bound > 0.80 for each view. All three views must independently satisfy this criteria.
Post data acquisition (2 months)
Performance of Auto-Capture
時間枠:Post data acquisition (2 months)
The accuracy of Auto-Capture will be evaluated using Positive Predictive Value (PPV), a calculation that provides the proportion of clips captured using Auto-Capture that contain a sufficient proportion of diagnostic-quality frames to be considered clinically acceptable. PPV is calculated by dividing the number of True Positives (the number of clips with at least one full cardiac cycle of frames is determined to be diagnostic by expert reviewers, in accordance with the ACEP-based grading scale) by the number of True Positives plus the number of False Positives (the number of clips that do not have at least one full cardiac cycle of frames is determined to be diagnostic by expert reviewers, in accordance with the ACEP-based grading scale). Success is defined as a PPV > 0.80 and 95% CI lower bound > 0.80.
Post data acquisition (2 months)

協力者と研究者

ここでは、この調査に関係する人々や組織を見つけることができます。

スポンサー

研究記録日

これらの日付は、ClinicalTrials.gov への研究記録と要約結果の提出の進捗状況を追跡します。研究記録と報告された結果は、国立医学図書館 (NLM) によって審査され、公開 Web サイトに掲載される前に、特定の品質管理基準を満たしていることが確認されます。

主要日程の研究

研究開始 (実際)

2026年6月5日

一次修了 (推定)

2026年8月30日

研究の完了 (推定)

2026年9月30日

試験登録日

最初に提出

2026年8月13日

QC基準を満たした最初の提出物

2026年8月13日

最初の投稿 (実際)

2026年8月18日

学習記録の更新

投稿された最後の更新 (実際)

2026年8月18日

QC基準を満たした最後の更新が送信されました

2026年8月13日

最終確認日

2026年8月1日

詳しくは

本研究に関する用語

追加の関連 MeSH 用語

その他の研究ID番号

  • ECHO-302

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?

未定

IPD プランの説明

Publication decisions will be made at a later date.

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

いいえ

米国FDA規制機器製品の研究

はい

米国で製造され、米国から輸出された製品。

いいえ

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