Reflected High-intensity Motion Signals: Can This Ultrasound Phenomenon Be Used for Assessment of Left Ventricular Function?
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Bibliographic record
Abstract
AIM: In this pioneer study, we aimed to evaluate the diagnostic role of reflected high-intensity motion signals (RIMS) in the assessment of left ventricular (LV) systolic and diastolic function and to analyze the reproducibility of RIMS. RIMS are also known under the name of "spectral Doppler artifacts" and to date have been attributed only to the category of useless noises. METHODS: The value of RIMS in the evaluation of LV function was analyzed in 173 subjects (57 healthy volunteers and 116 patients with chronic coronary and myocardial diseases and arterial hypertension). The level of intra- and inter-observer reproducibility of RIMS was assessed according to the Bland-Altman method in 29 subjects. To record RIMS by conventional pulsed wave Doppler, an apical 4-chamber view was used and the sample volume was placed 3 - 4 cm laterally to the left border of the mitral annulus in projection of the pulmonary tissue. Three components of RIMS are visualized with each cardiac cycle: one systolic (Sa) component and two diastolic (Ea and Aa) components. We have found that RIMS registration did not depend on the quality of LV visualization. In patients with adequate visualization of the cardiac structures and in "difficult" patients with poor LV visualization, RIMS recordings were visually equal. In our study, correlations between LV ejection fraction (EF) and Sa and Aa were found; the cutoff value of Sa < or = 13 cm/s and Aa < or = 15 cm/s separated patients with EF < or = 40 % from other subjects with a sensitivity of 88.2 % and 94.1 % and a specificity of 93.0 % (p <.0001) and 76.9 % (p <.0001), respectively. It was shown that RIMS correlate with the LV diastolic function. The Ea cutoff value of < or = 20 cm/s distinguished subjects with a normal diastolic function from patients with a sensitivity of 88.6 % and a specificity of 80.0 % (p <.0001); the cutoff values of Sa < or = 10 cm/s and Aa < 12 cm/s separated patients with a Grade 4 diastolic dysfunction (according to Canadian consensus recommendations) from other subjects with a sensitivity of 81.8 % and 90.9 %, and a specificity of 98.1 % (p <.0001) and 91.8 % (p <.0001), respectively. The combined evaluation of traditional transmitral E/A ratio and RIMS components allow differentiating of all standard stages of LV diastolic dysfunction in an easy and effective way. The level of intra- and inter-observer reproducibility of RIMS appeared to be acceptable. CONCLUSIONS: 1. Systolic and late diastolic components of RIMS correlate with LV global systolic function, and all components of RIMS correlate with LV global diastolic function; 2. The reproducibility of RIMS components is at an acceptable level; 3. Combined analysis of transmitral E/A ratio and RIMS components can become a promising approach for easy and effective separation of patients with different grades of diastolic dysfunction.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it