Social media data in Arabic language is becoming more and more abundant. It is a consensus that valuable information lies in social media data. Mining this data and making the process easier are gaining momentum in the industries. This paper describes an enterprise system we developed for extracting sentiment from large volumes of social data in Arabic dialects. First, we give an overview of the Big Data system for information extraction from multilingual social data from a variety of sources. Then, we focus on the Arabic sentiment analysis capability that was built on top of the system including normalizing written Arabic dialects, building sentiment lexicons, sentiment classification, and performance evaluation. Lastly, we demonstrate the value of enriching sentiment results with user profiles in understanding sentiments of a specific user group.
Background. Laparoscopic radical cystectomy is a challenging surgical procedure; however, it has been largely abandoned in favor of the more intuitive robotic-assisted cystectomy. Due to the prohibitive cost of robotic surgery, the adoption of laparoscopic cystectomy is of relevance in low-resource institutes. Methodology. This is a randomized controlled trial comparing laparoscopic radical cystectomy (LRC) to open radical cystectomy (ORC) at a single institute. Each group included thirty patients. The trial was designed to compare both approaches regarding operative time, blood loss, transfusion requirements, length of hospital stay, time to oral intake, requirement of opioid analgesia, and complications. Results. LRC was associated with less hospital stay (9.8 vs. 13.8 days,
P
=
0.001
), less time to oral solid intake (6 vs. 8.6 days,
P
=
0.031
), and lower opioid requirements (23.3% vs. 53.3%,
P
=
0.033
). There was a trend towards lower blood loss and transfusion requirements, but this did not reach statistical significance. Overall complication rates were comparable. Conclusion. Laparoscopic radical cystectomy was associated with comparable postoperative outcomes when compared to ORC in the first laparoscopic cystectomy experience in our center. Benefitting from the assistance of an experienced laparoscopic surgeon is recommended to shorten the learning curve.
Objective
Several modalities for analgesia after laparoscopic procedures have been used. This study aimed to investigate the efficacy of early versus late bupivacaine/tramadol combination and bupivacaine/dexmedetomidine combination in analgesia for laparoscopic cancer surgeries.
Methods
A total of 100 patients of both genders scheduled for elective laparoscopic cancer surgeries were included. Patients were randomly assigned to one of four groups each comprises 25 patients. Group 1: early bupivacaine/tramadol, Group 2: late bupivacaine/tramadol, Group 3: early bupivacaine/dexmedetomidine, and Group 4: late bupivacaine/dexmedetomidine. Early groups received the intraperitoneal instillation before start of surgery and late groups received the instillation after completion of surgery. Perioperative heart rate (HR) and mean arterial blood pressure (MAP) were recorded. The degree of postoperative pain was measured at rest and with cough using Visual analogue scale (VAS) score at 2, 4, 6, 12, 18 and 24 h after surgery. In addition, the total intraoperative fentanyl and postoperative morphine doses were calculated.
Results
Both late bupivacaine/tramadol, bupivacaine/dexmedetomidine groups had longer time to receive first analgesic requirement (13.4±3.9, 11.3±3.9 h) respectively as compared to early bupivacaine/tramadol, bupivacaine/dexmedetomidine groups (9.8± 3.6, 8.4± 2.8 h), respectively. Between each early and late group, intraoperative fentanyl consumption was higher for the late groups (75± 22.8, 73± 21.55µg) versus (32.7± 10.9, 37.5± 13.3 µg), respectively. As regards to rescue analgesic requirements, both early bupivacaine/tramadol and bupivacaine/dexmedetomidine groups consumed more analgesics (5.2± 2.0 and 6.1± 1.8 mg) as compared to the late groups (3.2± 0.8 and 4.3± 1.5 mg), respectively. The four groups were comparable for their perioperative HR and MAP values.
Conclusion
Intraperitoneal instillation of bupivacaine/tramadol and bupivacaine/dexmedetomidine could be considered an effective route for analgesic administration during laparoscopic cancer surgeries. Early instillation reduced the intraoperative opioid consumption and late instillation resulted in reduced postoperative opioid consumption.
Clinical Trial Registration
https://clinicaltrials.gov/ct2/show/NCT04813016
.
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