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deep machine learning software prototype cffr version 3.2.5  (Siemens AG)

 
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    Siemens AG deep machine learning software prototype cffr version 3.2.5
    Deep Machine Learning Software Prototype Cffr Version 3.2.5, supplied by Siemens AG, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/prototype+software+cffr/deep+machine+learning+software+prototype+cffr+version+3+2+5/pm35596780-50-22-16
    Average 90 stars, based on 1 article reviews
    deep machine learning software prototype cffr version 3.2.5 - by Bioz Stars, 2026-11
    90/100 stars

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    Related Articles

    Software:

    Article Title: The impact of deep learning reconstruction on image quality and coronary CT angiography-derived fractional flow reserve values.
    Article Snippet: Objectives To explore the impact of deep learning reconstruction (DLR) on image quality and machine learning-based coronary CT angiography (CTA)-derived fractional flow reserve (CT-FFRML) values.. Methods Thirty-three consecutive patients with known or suspected coronary artery disease who underwent coronary CTA and subsequent invasive coronary angiography were enrolled.. DLR was compared with filtered back projection (FBP), statisticalbased iterative reconstruction (SBIR), model-based iterative reconstruction (MBIR) Cardiac, and MBIR Cardiac sharp for objective image qualities of coronary CTA.



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    Preoperative Diagnostic Assessment (A) Three-dimensional reconstruction of coronary computed tomography angiography (CCTA) illustrating the anomalous origin of the right coronary artery (RCA). (B1) CCTA of the right anomalous coronary artery originating from the opposite sinus of Valsalva (R-ACAOS) illustrating the intramural course. (B2) Depiction of the R-ACAOS origin demonstrating the slitlike ostium at the beginning of the intramural course. (B3) Distal reference diameter of the RCA. (C) CCTA-derived <t>fractional</t> flow reserve (CT <t>FFR).</t> The CT FFR value right after the ostium was 0.89, further declining to 0.79 owing to the long intramural course with proximal narrowing and oval vessel shape. (D) Invasive coronary angiography with selective intubation of the R-ACAOS. White circle shows the location of the pressure sensor. (E) Invasive hemodynamic assessment, ie, FFR during dobutamine-volume challenge. LAD = left anterior descending (coronary artery); Pa = aortic pressure; Pd = distal pressure (measured by the pressure wire within the coronary artery).
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    Preoperative Diagnostic Assessment (A) Three-dimensional reconstruction of coronary computed tomography angiography (CCTA) illustrating the anomalous origin of the right coronary artery (RCA). (B1) CCTA of the right anomalous coronary artery originating from the opposite sinus of Valsalva (R-ACAOS) illustrating the intramural course. (B2) Depiction of the R-ACAOS origin demonstrating the slitlike ostium at the beginning of the intramural course. (B3) Distal reference diameter of the RCA. (C) CCTA-derived fractional flow reserve (CT FFR). The CT FFR value right after the ostium was 0.89, further declining to 0.79 owing to the long intramural course with proximal narrowing and oval vessel shape. (D) Invasive coronary angiography with selective intubation of the R-ACAOS. White circle shows the location of the pressure sensor. (E) Invasive hemodynamic assessment, ie, FFR during dobutamine-volume challenge. LAD = left anterior descending (coronary artery); Pa = aortic pressure; Pd = distal pressure (measured by the pressure wire within the coronary artery).

    Journal: JACC Case Reports

    Article Title: Coronary CT FFR vs Invasive Adenosine and Dobutamine FFR in a Right Anomalous Coronary Artery

    doi: 10.1016/j.jaccas.2022.06.009

    Figure Lengend Snippet: Preoperative Diagnostic Assessment (A) Three-dimensional reconstruction of coronary computed tomography angiography (CCTA) illustrating the anomalous origin of the right coronary artery (RCA). (B1) CCTA of the right anomalous coronary artery originating from the opposite sinus of Valsalva (R-ACAOS) illustrating the intramural course. (B2) Depiction of the R-ACAOS origin demonstrating the slitlike ostium at the beginning of the intramural course. (B3) Distal reference diameter of the RCA. (C) CCTA-derived fractional flow reserve (CT FFR). The CT FFR value right after the ostium was 0.89, further declining to 0.79 owing to the long intramural course with proximal narrowing and oval vessel shape. (D) Invasive coronary angiography with selective intubation of the R-ACAOS. White circle shows the location of the pressure sensor. (E) Invasive hemodynamic assessment, ie, FFR during dobutamine-volume challenge. LAD = left anterior descending (coronary artery); Pa = aortic pressure; Pd = distal pressure (measured by the pressure wire within the coronary artery).

    Article Snippet: Furthermore, CT fractional flow reserve (FFR) (on-site software prototype cFFR, version 3.5.0 Siemens Healthineers) was performed and indicated a borderline hemodynamic relevance of the anomalous vessel (FFR = 0.79, threshold ≤0.80).

    Techniques: Diagnostic Assay, Computed Tomography, Derivative Assay

    Postoperative Diagnostic Evaluation (A1) Coronary computed tomography angiography (CCTA) of the right anomalous coronary artery originating from the opposite sinus of Valsalva (R-ACAOS) after surgical unroofing. (A2) Depiction of the R-ACAOS origin demonstrating successful correction of the slitlike ostium. (A3) Unchanged distal reference diameter of the right coronary artery (RCA). (B) Three-dimensional reconstruction of the CCTA without visible external alterations because of the applied surgical procedure, ie, surgical unroofing of the intermural course. (C) Postoperative CCTA-derived fractional flow reserve (CT FFR) demonstrating the hemodynamic success of the surgical procedure.

    Journal: JACC Case Reports

    Article Title: Coronary CT FFR vs Invasive Adenosine and Dobutamine FFR in a Right Anomalous Coronary Artery

    doi: 10.1016/j.jaccas.2022.06.009

    Figure Lengend Snippet: Postoperative Diagnostic Evaluation (A1) Coronary computed tomography angiography (CCTA) of the right anomalous coronary artery originating from the opposite sinus of Valsalva (R-ACAOS) after surgical unroofing. (A2) Depiction of the R-ACAOS origin demonstrating successful correction of the slitlike ostium. (A3) Unchanged distal reference diameter of the right coronary artery (RCA). (B) Three-dimensional reconstruction of the CCTA without visible external alterations because of the applied surgical procedure, ie, surgical unroofing of the intermural course. (C) Postoperative CCTA-derived fractional flow reserve (CT FFR) demonstrating the hemodynamic success of the surgical procedure.

    Article Snippet: Furthermore, CT fractional flow reserve (FFR) (on-site software prototype cFFR, version 3.5.0 Siemens Healthineers) was performed and indicated a borderline hemodynamic relevance of the anomalous vessel (FFR = 0.79, threshold ≤0.80).

    Techniques: Diagnostic Assay, Computed Tomography, Derivative Assay