AIMC Topic: Postoperative Complications

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Linking Preoperative and Intraoperative Data for Risk Prediction: More Answers or Just More Data?

JAMA network open Mar 1, 2021
Humans Machine Learning Risk Factors Postoperative Complications
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Use of Machine Learning to Develop and Evaluate Models Using Preoperative and Intraoperative Data to Identify Risks of Postoperative Complications.

JAMA network open Mar 1, 2021
IMPORTANCE: Postoperative complications can significantly impact perioperative care management and planning.
Risk Factors Male Middle Aged Risk Assessment Machine Learning Retrospective Studies Female United States Follow-Up Studies Intraoperative Period Preoperative Period Postoperative Complications Incidence ROC Curve Decision Support Systems, Clinical Humans
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Optimizing predictive strategies for acute kidney injury after major vascular surgery.

Surgery Feb 27, 2021
BACKGROUND: Postoperative acute kidney injury is common after major vascular surgery and is associated with increased morbidity, mortality, and cost. High-performance risk stratification using a machine learning model can inform strategies that mitig...
ROC Curve Vascular Surgical Procedures Machine Learning Retrospective Studies Acute Kidney Injury Electronic Health Records Humans Female Middle Aged Aged Risk Assessment Male Postoperative Complications Comorbidity
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Propensity matched analysis of short term oncological and perioperative outcomes following robotic and thoracolaparoscopic esophagectomy for carcinoma esophagus- the first Indian experience.

Journal of robotic surgery Feb 20, 2021
Thoracolaparoscopic esophagectomy (TLE) for carcinoma esophagus has better short-term outcomes compared to open esophagectomy. The precise role of robot-assisted laparoscopic esophagectomy (RALE) is still evolving. Single center retrospective analysi...
Treatment Outcome Lymph Node Excision Robotics Esophagus Laparoscopy Robotic Surgical Procedures Esophagectomy Retrospective Studies Humans Carcinoma, Squamous Cell Postoperative Complications Length of Stay
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Robot-assisted partial nephrectomy for high-complexity tumors (PADUA score ≥10): Perioperative, long-term functional and oncologic outcomes.

International journal of urology : official journal of the Japanese Urological Association Feb 18, 2021
OBJECTIVES: To evaluate the safety and efficacy, and long-term functional and oncologic outcomes of robot-assisted partial nephrectomy in high-complexity tumors.
Kidney Neoplasms Nephrectomy Treatment Outcome Humans Glomerular Filtration Rate Retrospective Studies Robotics Postoperative Complications Robotic Surgical Procedures
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Full robotic multivisceral resections: the Modena experience and literature review.

Updates in surgery Feb 11, 2021
The robotic platform is becoming a multidisciplinary tool, versatile, and suitable for multiple procedures. Combined multivisceral resections may represent an alternative to sequential procedures with a potential favorable impact on postoperative mor...
Humans Robotic Surgical Procedures Female Colectomy Postoperative Complications Operative Time Robotics Laparoscopy
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Predictors of complications occurring after open and robot-assisted prostate cancer surgery: a retrospective evaluation of 1062 consecutive patients treated in a tertiary referral high volume center.

Journal of robotic surgery Feb 9, 2021
To investigate factors associated with the risk of major complications after radical prostatectomy (RP) by the open (ORP) or robot-assisted (RARP) approach for prostate cancer (PCa) in a tertiary referral center. 1062 consecutive patients submitted t...
Robotics Prostatic Neoplasms Tertiary Care Centers Robotic Surgical Procedures Referral and Consultation Prostatectomy Retrospective Studies Male Postoperative Complications Treatment Outcome Humans
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Machine Learning Models for Predicting Facial Nerve Palsy in Parotid Gland Surgery for Benign Tumors.

The Journal of surgical research Feb 3, 2021
BACKGROUND: Despite the increasing use of intraoperative facial nerve monitoring during parotid gland surgery (PGS) and the improvement in the preoperative radiological assessment, facial nerve injury (FNI) remains the most severe complication after ...
Aged Aged, 80 and over Young Adult Adult Machine Learning Retrospective Studies Female Facial Paralysis Parotid Gland Parotid Neoplasms Facial Nerve Injuries Male Middle Aged Postoperative Complications Adolescent Humans
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Outcomes of a Multicenter Training Program in Robotic Pancreatoduodenectomy (LAELAPS-3).

Annals of surgery Feb 1, 2021
OBJECTIVE: To assess feasibility and safety of a multicenter training program in robotic pancreatoduodenectomy (RPD) adhering to the IDEAL framework for implementation of surgical innovation.
Pancreatic Fistula Pancreatic Neoplasms Pancreaticoduodenectomy Robotics Laparoscopy Robotic Surgical Procedures Humans Retrospective Studies Postoperative Complications
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Machine learning method for predicting pacemaker implantation following transcatheter aortic valve replacement.

Pacing and clinical electrophysiology : PACE Jan 28, 2021
BACKGROUND: An accurate assessment of permanent pacemaker implantation (PPI) risk following transcatheter aortic valve replacement (TAVR) is important for clinical decision making. The aims of this study were to investigate the significance and utili...
Prosthesis Implantation Pacemaker, Artificial Male Logistic Models Risk Assessment Humans Aortic Valve Stenosis Postoperative Complications Retrospective Studies Machine Learning Arrhythmias, Cardiac Forecasting Female Transcatheter Aortic Valve Replacement Aged Aged, 80 and over
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