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Coronary Artery Bypass

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Deep Learning to Predict Mortality After Cardiothoracic Surgery Using Preoperative Chest Radiographs.

The Annals of thoracic surgery
BACKGROUND: The Society of Thoracic Surgeons Predicted Risk of Mortality (STS-PROM) estimates mortality risk only for certain common procedures (eg, coronary artery bypass or valve surgery) and is cumbersome, requiring greater thanĀ 60 inputs. We hypo...

Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms.

Journal of digital imaging
The main aim of the present study was to predict myocardial function improvement in cardiac MR (LGE-CMR) images in patients after coronary artery bypass grafting (CABG) using radiomics and machine learning algorithms. Altogether, 43 patients who had ...

Machine Learning to Predict Outcomes and Cost by Phase of Care After Coronary Artery Bypass Grafting.

The Annals of thoracic surgery
BACKGROUND: Machine learning may enhance prediction of outcomes after coronary artery bypass grafting (CABG). We sought to develop and validate a dynamic machine learning model to predict CABG outcomes at clinically relevant pre- and postoperative ti...

[Various Considerations on Robot-assisted Cardiac Surgery].

Kyobu geka. The Japanese journal of thoracic surgery
Robot-assisted cardiac surgery offers the most minimally-invasive approach to the surgical treatment of valvular heart disease and coronary artery disease. However, robot-assisted cardiac surgery is still far from being a standardized operation. We b...

[Feasibility and Clinical Benefit of Robot-assisted Minimally Invasive Direct Coronary Artery Bypass Surgery].

Kyobu geka. The Japanese journal of thoracic surgery
In minimally invasive direct coronary artery bypass surgery (MIDCAB), internal mammary artery harvesting is not so easy because of small exposure and difficult maneuver for long distant target vessel. To expose and harvest left internal mammary arter...

[Current Status of Robot-assisted Cardiac Surgery in Japan].

Kyobu geka. The Japanese journal of thoracic surgery
Endoscopic surgery has been introduced as a minimally invasive procedure in other fields. On the other hand, the introduction of surgical robots has made endoscopic surgery possible in cardiac surgery. Coronary artery bypass surgery includes minimall...

Early home discharge after robot-assisted coronary artery bypass grafting.

Interactive cardiovascular and thoracic surgery
OBJECTIVES: Robot-assisted coronary artery bypass grafting (CABG) has been developed as a less invasive alternative for conventional CABG to enhance postoperative recovery, patient satisfaction and early discharge to home. Furthermore, it may provide...

Robotically assisted hybrid coronary revascularization-Masterly technique but is it for the masses?

Journal of cardiac surgery
Hybrid coronary revascularization consists of left internal thoracic artery (LITA) graft to the left anterior descending (LAD) artery and transcatheter revascularization of the non-LAD stenosis in specific settings to achieve complete coronary revasc...