A deep learning neural network (DLNN) showed superior predictive ability for postoperative complications in laparoscopic right hemicolectomy, achieving an accuracy of 86%. Key predictors included intraoperative minimal bleeding and adherence to fast-track recovery protocols. Compared to traditional machine learning models, the DLNN outperformed decision trees and random forests, showcasing potential for enhancing patient safety and […]
Author: STITCHES Newsletter
Endoscopic vacuum therapy outperforms traditional treatments for leakages
An overview of recent advancements reveals that endoscopic management of anastomotic leakage (AL) in the upper gastrointestinal tract has improved significantly. Endoscopic vacuum therapy (EVT) is now considered superior to traditional methods like sutures and stents, offering a lower complication rate and higher healing success. Smaller defects can still be treated effectively with endoscopic sutures […]
Prophylactic clipping demonstrates cost savings for colon polyp procedures
A comprehensive analysis of 4,557 patients revealed that prophylactic clipping after endoscopic mucosal resection for large non-pedunculated colon polyps resulted in significant cost savings. Specifically, in a typical case, clipping yielded an incremental cost-effectiveness ratio (ICER) of -$154,706. This technique proved cost-effective for large polyps and beneficial for patients on antithrombotic therapy when utilizing up […]
SSI prevention bundle significantly reduces infection rates in surgery
A multifaceted surgical site infection (SSI) prevention bundle effectively decreased infection rates in patients undergoing emergency general surgery (EGS). The study reported significant reductions of 48% for superficial infections, 68% for deep infections, and 55% for intra-abdominal infections. Additionally, the median hospital stay shortened from 13 to 8 days with the bundle implementation, despite a […]
TEP repairs present higher reoperation risks for men
Findings indicate that while reoperation rates for groin hernia repair are generally low, those who underwent totally extraperitoneal (TEP) repairs had a significantly higher risk of recurrence compared to transabdominal preperitoneal (TAPP) and Lichtenstein techniques in males. Specifically, TEP was associated with increased reoperation hazards (HR 1.38 vs. TAPP; HR 1.44 vs. Lichtenstein). Conversely, in […]
EUS-FNA/B proves effective for rectal and perirectal lesions
Endoscopic ultrasound-guided fine-needle aspiration and biopsy (EUS-FNA/B) was found effective in diagnosing rectal and perirectal lesions in 79.2% of cases. Of 77 patients studied, EUS-FNA/B provided conclusive diagnoses, enabling timely treatment decisions—confirming malignancies in 32 patients and preventing unnecessary procedures in 14. A definitive diagnosis of a gastrointestinal stromal tumor facilitated neoadjuvant chemotherapy and subsequent […]
Non-invasive CT-based model predicts tumor immune environment in CRC
A deep learning radiomics model utilizing preoperative CT scans shows promise for non-invasively predicting the tumor immune microenvironment (TIME) in colorectal cancer patients. The Densenet-169 model achieved an AUC of 0.892 for tumor-stroma ratio (TSR), while the Densenet-121 model reached AUCs of 0.851 for tumor-infiltrating lymphocytes and 0.852 for immune score. These models could facilitate […]
Enhanced recovery after surgery improves cancer survival rates
A multicenter trial involving 527 gastric cancer patients found that those receiving enhanced recovery after surgery (ERAS) showed significantly better three-year overall survival (86.56% vs. 80.11%) and disease-free survival (79.57% vs. 69.57%) compared to conventional care. The ERAS group experienced fewer complications, shorter hospital stays, and lower medical expenses. Notably, patients with stage III cancer […]
Early VTE prophylaxis significantly reduces complications in trauma patients
Initiating pharmacologic VTE prophylaxis within 24 hours of major trauma reduces the risk of venous thromboembolism (VTE) by 42% compared to later initiation. In a study comparing 3,369 early initiation patients with 3,200 late initiators, VTE incidence was 2.8% versus 7.8%, respectively. Additionally, early initiation correlated with lower intracranial hemorrhage and mortality rates. These findings […]
Acute Pain Services Outperform Traditional Models in Postoperative Care
A network meta-analysis of 38 randomized controlled trials reveals that acute pain services (APS) significantly alleviate postoperative pain compared to traditional doctor-nurse models. Nurse-based anesthesiologist specialist-supervised APS (NBASS-APS) achieved the highest effectiveness, with a 98% probability of optimal pain relief, followed by nurse-based anesthesiologist-supervised APS, multidisciplinary teams, and conventional models. These findings underscore the importance […]