AIMC Topic: Length of Stay

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The Effects of Daytime Variation on Short-term Outcomes of Patients Undergoing Off-Pump Coronary Artery Bypass Grafting.

Journal of cardiothoracic and vascular anesthesia Dec 30, 2023
OBJECTIVE: To evaluate the effects of time of surgery on the short-term outcomes of patients undergoing off-pump coronary artery bypass grafting (OPCABG).
Retrospective Studies Intensive Care Units Length of Stay Coronary Artery Bypass, Off-Pump Morbidity Treatment Outcome Postoperative Hemorrhage Humans
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The robotic-assisted laparoscopic approach to biliary tract resection and reconstruction for benign indications: A single-center experience.

World journal of surgery Dec 13, 2023
BACKGROUND: Benign biliary disease (BBD) is a prevalent condition involving patients who require extrahepatic bile duct resections and reconstructions due to nonmalignant causes.
Female Anastomosis, Roux-en-Y Aged Choledochostomy Robotic Surgical Procedures Adult Biliary Tract Surgical Procedures Humans Biliary Tract Diseases Retrospective Studies Male Length of Stay Plastic Surgery Procedures Middle Aged Treatment Outcome Laparoscopy Postoperative Complications
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Novel Preoperative Risk Stratification Using Digital Phenotyping Applying a Scalable Machine-Learning Approach.

Anesthesia and analgesia Dec 5, 2023
BACKGROUND: Classification of perioperative risk is important for patient care, resource allocation, and guiding shared decision-making. Using discriminative features from the electronic health record (EHR), machine-learning algorithms can create dig...
Risk Factors Aged Adult Retrospective Studies Electronic Health Records Female Postoperative Complications Length of Stay Hospital Mortality Predictive Value of Tests Machine Learning Male Phenotype Middle Aged Humans Risk Assessment
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Finding the best trade-off between performance and interpretability in predicting hospital length of stay using structured and unstructured data.

PloS one Nov 30, 2023
OBJECTIVE: This study aims to develop high-performing Machine Learning and Deep Learning models in predicting hospital length of stay (LOS) while enhancing interpretability. We compare performance and interpretability of models trained only on struct...
Length of Stay Humans Critical Care Neural Networks, Computer Records Machine Learning
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Unplanned conversions of robotic pancreaticoduodenectomy: short-term outcomes and suggested stepwise approach for a safe conversion.

Surgical endoscopy Nov 14, 2023
OBJECTIVE: With the increased adoption of robotic pancreaticoduodenectomy, the effects of unplanned conversions to an 'open' operation are ill-defined. This study aims to describe the impact of unplanned conversions of robotic pancreaticoduodenectomy...
Humans Robotics Laparoscopy Robotic Surgical Procedures Pancreaticoduodenectomy Postoperative Complications Length of Stay Operative Time Retrospective Studies Female Male
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A deep learning approach for inpatient length of stay and mortality prediction.

Journal of biomedical informatics Oct 17, 2023
PURPOSE: Accurate prediction of the Length of Stay (LoS) and mortality in the Intensive Care Unit (ICU) is crucial for effective hospital management, and it can assist clinicians for real-time demand capacity (RTDC) administration, thereby improving ...
Deep Learning Length of Stay Inpatients Humans Neural Networks, Computer Intensive Care Units
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A Comparison of Endoscope-Assisted and Open Frontoorbital Distraction for the Treatment of Unicoronal Craniosynostosis.

Plastic and reconstructive surgery Oct 16, 2023
BACKGROUND: Frontoorbital distraction osteogenesis (FODO) is an established surgical technique for patients with unicoronal craniosynostosis. The authors' institution has used an endoscope-assisted technique (endo-FODO) in recent years to decrease cu...
Cicatrix Length of Stay Treatment Outcome Operative Time Endoscopy Orbit Craniosynostoses Humans Male Osteogenesis, Distraction Frontal Bone Retrospective Studies Infant Female
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Laparoscopic vs. robotic colectomy for left-sided diverticulitis.

Journal of robotic surgery Sep 24, 2023
Diverticulitis is a prevalent gastrointestinal disease that often warrants surgical intervention. However, the optimal approach between traditional laparoscopy (LC) and robotic-assisted laparoscopy (RAC) for diverticulitis remains unclear. Our resear...
Robotic Surgical Procedures Colectomy Diverticulitis Humans Retrospective Studies Postoperative Complications Robotics Laparoscopy Length of Stay Treatment Outcome
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Comparison of effectiveness and safety of Da Vinci robot's "3 + 1" and "4 + 1" modes of treatment for colorectal cancer.

Journal of robotic surgery Sep 21, 2023
To compare the effectiveness of the Da Vinci Surgical Robot System (DSRS) "3 + 1" and "4 + 1" models for colorectal cancer (CRC). A total of 107 patients with CRC admitted to our hospital from February 2021 to May 2022 were selected for the retrospec...
Length of Stay Treatment Outcome Robotics Robotic Surgical Procedures Humans Retrospective Studies Colorectal Neoplasms
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Robot-navigated pedicle screw insertion can reduce intraoperative blood loss and length of hospital stay: analysis of 1,633 patients utilizing propensity score matching.

The spine journal : official journal of the North American Spine Society Sep 12, 2023
BACKGROUND CONTEXT: Navigation and robotic technologies have emerged as an alternative option to conventional freehand techniques for pedicle screw insertion. However, the effectiveness of these technologies in reducing the perioperative complication...
Lumbar Vertebrae Propensity Score Pedicle Screws Blood Loss, Surgical Robotics Spinal Fusion Retrospective Studies Length of Stay Humans
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