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Updated: Feb 13, 2026

Noninvasive Determination of Vortex Formation Time Using Transesophageal Echocardiography During Cardiac Surgery
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ロボット式食道横断エコーカルディオグラフィー:システム設計とディープラーニングベースの運動モデリング

Seyed MohammadReza Sajadi1, Abbas Tariverdi2, Henrik Brun3,4

  • 1Department of Informatics, University of Oslo, Oslo, Norway.

Frontiers in robotics and AI
|February 12, 2026
PubMed
まとめ

トランスエゾファゲアルエコーカルディオグラフィ (TEE) のための新しいロボットシステムは,精密な制御のためにディープラーニングを使用し,半自律的な手順を可能にします. この高度なロボットTEEシステムは,診断の精度を高め,構造的な心臓介入をサポートします.

キーワード:
LSTM LSTMは,LSTMが,LSTMが,LSTMが,LSTMが,LSTMが,LSTMは,LSTMが,LSTMが,LSTMは,LSTMが,LSTMは,LSTMは,LSTMは,LSTMは,LSTMは,LSTMは,LSTMは,LSTMは,LSTMはケーブル駆動メカニズムによるケーブル駆動メカニズム継続的メカニズムというメカニズムです.ディープラーニング キネマティックモデリングロボット式食道横断エコーカルディオグラフィーロボットアシストエコーカルディオグラフィーシンクロナイズドロボットサブシステム

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Kinematic Equations - I01:26

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When an object moves with constant acceleration, the velocity of the object changes at a constant rate throughout the motion. The kinematic equations of motions are derived for such cases where the acceleration of the object is constant. The first kinematic equation gives an insight into the relationship between velocity, acceleration, and time. We can see, for example:
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Kinematic Equations - II01:17

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The second kinematic equation expresses the final position of an object in terms of its initial position, the distance traveled with the initial constant velocity, and the distance traveled due to a change in velocity. Similar to the first kinematic equation, this equation is also only valid when the acceleration is constant throughout the motion of an object.
Suppose a car merges into freeway traffic on a 200 m long ramp. If its initial velocity is 10 m/s and it accelerates at 2 m/s2, then the...
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In mechanics, when one observes a rigid body in rotational motion with constant angular acceleration, it is possible to establish equations for its rotational kinematics. This process resembles how linear kinematics are dealt with in simpler motion studies.
For instance, imagine a point A on a rigid body engaged in circular motion. The translational velocity of this particular point can be calculated by taking the time derivatives of the displacement equation, which essentially measures the...
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Group Design02:01

Group Design

The most basic experimental design involves two groups: the experimental group and the control group. The two groups are designed to be the same except for one difference— experimental manipulation. The experimental group gets the experimental manipulation—that is, the treatment or variable being tested—and the control group does not. Since experimental manipulation is the only difference between the experimental and control groups, we can be sure that any differences between...
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Factorial Analysis is an experimental design that applies Analysis of Variance (ANOVA) statistical procedures to examine a change in a dependent variable due to more than one independent variable, also known as factors. Changes in worker productivity can be reasoned, for example, to be influenced by salary and other conditions, such as skill level. One way to test this hypothesis is by categorizing salary into three levels (low, moderate, and high) and skills sets into two levels (entry level...
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The first two kinematic equations have time as a variable, but the third kinematic equation is independent of time. This equation expresses final velocity as a function of the acceleration and distance over which it acts. The fourth kinematic equation does not have an acceleration term and provides the final position of the object at time t in terms of the initial and final velocities. This equation is useful when the value of the constant acceleration is unknown.
Using the kinematic equations,...
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