[HTML][HTML] Big Data in cardiac surgery: real world and perspectives
A Montisci, V Palmieri, MT Vietri, S Sala… - … Cardiothoracic Surgery, 2022 - Springer
… hierarchy of increasing complexity and abstraction [25]. DL is … Databases, to data from claims
from the Centers of Medicare … patients undergoing CABG had better outcomes than those …
from the Centers of Medicare … patients undergoing CABG had better outcomes than those …
Machine Learning Algorithms to Predict LOS in Patients Undergoing Heart Bypass Surgery: A Bicentric Study
A Scala, MR Marino, C Giglio, M Majolo… - … on Biomedical and …, 2022 - Springer
… Aortocoronary bypass surgery is an open-heart procedure that involves a significant … (Italy)
[35]; in this case, a bicentric study was conducted comparing the results of two hospitals. In …
[35]; in this case, a bicentric study was conducted comparing the results of two hospitals. In …
Impact of gender on 10-year outcome after coronary artery bypass grafting
F Barili, P D'Errigo, S Rosato, F Biancari… - … Cardiovascular and …, 2021 - academic.oup.com
… bypass grafting (CABG) included in the Italian nationwide … Our results are in contrast with
those of a large cohort study by … of adjustment for the centre effect with frailty models as well as …
those of a large cohort study by … of adjustment for the centre effect with frailty models as well as …
Coronary artery bypass surgery for acute coronary syndrome: A network meta‐analysis of on‐pump cardioplegic arrest, off‐pump, and on‐pump beating heart …
B Hwang, ML Williams, DH Tian… - … of Cardiac Surgery, 2022 - Wiley Online Library
… , as seen in results from dedicated high-volume centres. … A Bayesian hierarchical NMA
was then performed using the “… However, this study did not demonstrate a reduction in risk of …
was then performed using the “… However, this study did not demonstrate a reduction in risk of …
Preoperative risk stratification of deep sternal wound infection after coronary surgery
F Biancari, G Gatti, S Rosato, G Mariscalco… - Infection Control & …, 2020 - cambridge.org
… CABG at 16 centers of cardiac surgery in 6 European countries (England, Finland, France,
Germany, Italy, … A hierarchical model was formed using unique hospital identification numbers …
Germany, Italy, … A hierarchical model was formed using unique hospital identification numbers …
[HTML][HTML] Cardiac surgery outcome during the COVID-19 pandemic: a retrospective review of the early experience in nine UK centres
… logistic regression and hierarchical quantile regression. … surgery (for example, combined
CABG and valve surgery 26.8… ‘hubs and spoke systems’ similar to that implemented in Italy [18…
CABG and valve surgery 26.8… ‘hubs and spoke systems’ similar to that implemented in Italy [18…
Systemic immune–inflammation index for predicting postoperative atrial fibrillation following cardiac surgery: a meta-analysis
YC Chen, CC Liu, HC Hsu, KC Hung… - … in Cardiovascular …, 2024 - frontiersin.org
… We computed the area under the hierarchical summary … on data from studies centered on
CABG surgery. For the second … -center study of 7,115 patients undergoing isolated CABG, …
CABG surgery. For the second … -center study of 7,115 patients undergoing isolated CABG, …
Ten-year outcomes after off-pump and on-pump coronary artery bypass grafting: an inverse probability of treatment weighting comparative study
F Barili, P D'Errigo, S Rosato, F Biancari… - … of Cardiovascular …, 2022 - journals.lww.com
… within the Current Research Activities envisaged for Italian regions, … Therefore, patients
enrolled in the IT-CABG study prior to … among centers was observed also in the present study. …
enrolled in the IT-CABG study prior to … among centers was observed also in the present study. …
[HTML][HTML] Investigating the geographic disparity in quality of care: the case of hospital readmission after acute myocardial infarction in Italy
… Employing hierarchical models, we identified the patient … Coronary artery bypass graft (CABG)
or coronary bypass surgery… counts of hospitals across the years is obtained from the Italian …
or coronary bypass surgery… counts of hospitals across the years is obtained from the Italian …
[HTML][HTML] Interpapillary muscle distance independently predicts recurrent mitral regurgitation
I Gambardella, C Spadaccio, SSA Singh… - … Cardiothoracic Surgery, 2024 - Springer
… took place in three central Italian regions (Lazio, Campania, … Hierarchical model to predict
the degree of recurrent mitral … bypass surgery was conducted employing standard surgical …
the degree of recurrent mitral … bypass surgery was conducted employing standard surgical …