A Machine Learning Approach for Postoperative Outcome Prediction: Surgical Data Science Application in a Thoracic Surgery Setting
Salati, Michele, Migliorelli, Lucia, Moccia, Sara, Andolfi, Marco, Roncon, Alberto, Guiducci, Gian Marco, Xiumè, Francesco, Tiberi, Michela, Frontoni, Emanuele, Refai, Majed
Published in World journal of surgery (01.05.2021)
Published in World journal of surgery (01.05.2021)
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Journal Article
Peak oxygen consumption during cardiopulmonary exercise test improves risk stratification in candidates to major lung resection
Brunelli, Alessandro, Belardinelli, Romualdo, Refai, Majed, Salati, Michele, Socci, Laura, Pompili, Cecilia, Sabbatini, Armando
Published in Chest (01.05.2009)
Published in Chest (01.05.2009)
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Journal Article
A Scoring System to Predict the Risk of Prolonged Air Leak After Lobectomy
Brunelli, Alessandro, MD, Varela, Gonzalo, MD, PhD, Refai, Majed, MD, Jimenez, Marcelo F., MD, Pompili, Cecilia, MD, Sabbatini, Armando, MD, Aranda, Jose Luis, MD
Published in The Annals of thoracic surgery (01.07.2010)
Published in The Annals of thoracic surgery (01.07.2010)
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Journal Article
Minute Ventilation-to-Carbon Dioxide Output ( V ˙ e / V ˙ co2 ) Slope Is the Strongest Predictor of Respiratory Complications and Death After Pulmonary Resection
Brunelli, Alessandro, MD, Belardinelli, Romualdo, MD, Pompili, Cecilia, MD, Xiumé, Francesco, MD, Refai, Majed, MD, Salati, Michele, MD, Sabbatini, Armando, MD
Published in The Annals of thoracic surgery (01.06.2012)
Published in The Annals of thoracic surgery (01.06.2012)
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Journal Article
How the Pathological Microenvironment Affects the Behavior of Mesenchymal Stem Cells in the Idiopathic Pulmonary Fibrosis
Bonifazi, Martina, Di Vincenzo, Mariangela, Caffarini, Miriam, Mei, Federico, Salati, Michele, Zuccatosta, Lina, Refai, Majed, Mattioli-Belmonte, Monica, Gasparini, Stefano, Orciani, Monia
Published in International journal of molecular sciences (30.10.2020)
Published in International journal of molecular sciences (30.10.2020)
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Journal Article
Preoperative Maximum Oxygen Consumption Is Associated With Prognosis After Pulmonary Resection in Stage I Non-Small Cell Lung Cancer
Brunelli, Alessandro, MD, Pompili, Cecilia, MD, Salati, Michele, MD, Refai, Majed, MD, Berardi, Rossana, MD, Mazzanti, Paola, MD, Tiberi, Michela, MD
Published in The Annals of thoracic surgery (01.07.2014)
Published in The Annals of thoracic surgery (01.07.2014)
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Journal Article
Quality of Life Before and After Major Lung Resection for Lung Cancer: A Prospective Follow-Up Analysis
Brunelli, Alessandro, MD, Socci, Laura, MD, Refai, Majed, MD, Salati, Michele, MD, Xiumé, Francesco, MD, Sabbatini, Armando, MD
Published in The Annals of thoracic surgery (01.08.2007)
Published in The Annals of thoracic surgery (01.08.2007)
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Journal Article
Efficacy of anterior fissureless technique for right upper lobectomies: a case-matched analysis
Refai, Majed, Brunelli, Alessandro, Salati, Michele, Pompili, Cecilia, Xiumè, Francesco, Sabbatini, Armando
Published in European journal of cardio-thoracic surgery (01.06.2011)
Published in European journal of cardio-thoracic surgery (01.06.2011)
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Journal Article
Predicted versus observed FEV1 and DLCO after major lung resection: a prospective evaluation at different postoperative periods
Brunelli, Alessandro, Refai, Majed, Salati, Michele, Xiumé, Francesco, Sabbatini, Armando
Published in The Annals of thoracic surgery (01.03.2007)
Published in The Annals of thoracic surgery (01.03.2007)
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Journal Article
Performance at Symptom-Limited Stair-Climbing Test is Associated With Increased Cardiopulmonary Complications, Mortality, and Costs After Major Lung Resection
Brunelli, Alessandro, MD, Refai, Majed, MD, Xiumé, Francesco, MD, Salati, Michele, MD, Sciarra, Valeria, MD, Socci, Laura, MD, Sabbatini, Armando, MD
Published in The Annals of thoracic surgery (01.07.2008)
Published in The Annals of thoracic surgery (01.07.2008)
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Journal Article
Development of a patient-centered aggregate score to predict survival after lung resection for non–small cell lung cancer
Brunelli, Alessandro, MD, Salati, Michele, MD, Refai, Majed, MD, Xiumé, Francesco, MD, Berardi, Rossana, MD, Mazzanti, Paola, MD, Pompili, Cecilia, MD
Published in The Journal of thoracic and cardiovascular surgery (01.08.2013)
Published in The Journal of thoracic and cardiovascular surgery (01.08.2013)
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Journal Article
Carbon monoxide lung diffusion capacity improves risk stratification in patients without airflow limitation: evidence for systematic measurement before lung resection
Brunelli, Alessandro, Al Refai, Majed, Salati, Michele, Sabbatini, Armando, Morgan-Hughes, Nicholas J., Rocco, Gaetano
Published in European journal of cardio-thoracic surgery (01.04.2006)
Published in European journal of cardio-thoracic surgery (01.04.2006)
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Journal Article
Predicted Versus Observed FEV1 and D lco After Major Lung Resection: A Prospective Evaluation at Different Postoperative Periods
Brunelli, Alessandro, MD, Refai, Majed, MD, Salati, Michele, MD, Xiumé, Francesco, MD, Sabbatini, Armando, MD
Published in The Annals of thoracic surgery (01.03.2007)
Published in The Annals of thoracic surgery (01.03.2007)
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Journal Article
Does chronic obstructive pulmonary disease affect postoperative quality of life in patients undergoing lobectomy for lung cancer? A case-matched study
Pompili, Cecilia, Brunelli, Alessandro, Refai, Majed, Xiumè, Francesco, Sabbatini, Armando
Published in European journal of cardio-thoracic surgery (01.03.2010)
Published in European journal of cardio-thoracic surgery (01.03.2010)
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Journal Article
Conference Proceeding
Chest wall lipoma mimicking intrathoracic mass: Imaging with surgical correlation
Schicchi, Nicolò, Tiberi, Michela, Fogante, Marco, Andolfi, Marco, Giovagnoni, Andrea, Refai, Majed
Published in Radiology case reports (01.08.2019)
Published in Radiology case reports (01.08.2019)
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Journal Article
Stair Climbing Test Predicts Cardiopulmonary Complications After Lung Resection
Brunelli, Alessandro, Al Refai, Majed, Monteverde, Marco, Borri, Alessandro, Salati, Michele, Fianchini, Aroldo
Published in Chest (01.04.2002)
Published in Chest (01.04.2002)
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Journal Article
Impact of VEGF, VEGFR, PDGFR, HIF and ERCC1 gene polymorphisms on thymic malignancies outcome after thymectomy
Berardi, Rossana, Brunelli, Alessandro, Pagliaretta, Silvia, Paolucci, Vittorio, Conti, Alessandro, Goteri, Gaia, Refai, Majed, Pompili, Cecilia, Marcantognini, Giulia, Morgese, Francesca, Ballatore, Zelmira, Savini, Agnese, De Lisa, Mariagrazia, Caramanti, Miriam, Santoni, Matteo, Zizzi, Antonio, Piva, Francesco, Mazzanti, Paola, Onofri, Azzurra, Sabbatini, Armando, Scarpelli, Marina, Cascinu, Stefano
Published in Oncotarget (07.08.2015)
Published in Oncotarget (07.08.2015)
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Journal Article
Standardized Combined Outcome Index as an Instrument for Monitoring Performance After Pulmonary Resection
Brunelli, Alessandro, MD, Refai, Majed, MD, Salati, Michele, MD, Pompili, Cecilia, MD, Sabbatini, Armando, MD
Published in The Annals of thoracic surgery (01.07.2011)
Published in The Annals of thoracic surgery (01.07.2011)
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Journal Article