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Supervised machine learning statistical models for visual outcome prediction in macular hole surgery: a single-surgeon, standardized surgery study.
Int J Retina Vitreous
January 2025
Department of Retina and Vitreous, Narayana Nethralaya, #121/C, 1st R Block, Chord Road, Rajaji Nagar, Bengaluru, 560010, India.
Purpose: To evaluate the predictive accuracy of various machine learning (ML) statistical models in forecasting postoperative visual acuity (VA) outcomes following macular hole (MH) surgery using preoperative optical coherence tomography (OCT) parameters.
Methods: This retrospective study included 158 eyes (151 patients) with full-thickness MHs treated between 2017 and 2023 by the same surgeon and using the same intraoperative surgical technique. Data from electronic medical records and OCT scans were extracted, with OCT-derived qualitative and quantitative MH characteristics recorded.
The feasibility and short-term safety of single-site hysterectomy: a retrospective cohort study of a novel robotic platform.
Surg Endosc
January 2025
Department of Obstetrics and Gynecology, The First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an, 710061, Shaanxi, China.
Background: Robotic-assisted laparoscopic single-site hysterectomy is popular among patients and surgeons due to good cosmetic outcomes and fast recovery. However, questions remain such as loss of triangulation and instrument collision. Our aim is to test the feasibility and safety of a purpose-designed single-site robotic surgical platform mainly in hysterectomies.
View Article and Find Full Text PDFResearch on spatial prediction technology for mitigating tunnel inrush disasters under complex geological conditions in China's Hengduan Mountain Range.
Sci Rep
January 2025
Chengdu Engineering Corporation Limited, Chengdu, 610072, China.
The proportion of railway high-altitude buried tunnels in complex and dangerous mountainous areas in southwest China is exceptionally high. With the characteristics of suddenness, intermittency, instantaneousness, and destruction, inrushinrushing and collapse is one of the main risks in the tunnel construction process. Therefore, in the design and construction process of tunnels in Hengduan Mountain area, it is very important to identify the mechanism of sudden s inrushing and collapse risks, predict the spatial location and scale of possible inrushing and collapse, and formulate corresponding tunnel design and construction response measures.
View Article and Find Full Text PDFGeneral Endotracheal Anesthesia vs Total Intravenous Anesthesia for Children Undergoing Low-Risk Cardiac Catheterization.
Pediatr Cardiol
January 2025
Division of Pediatric Cardiology, Department of Cardiovascular Medicine, Mayo Clinic, 200 1st St SW, Rochester, MN, 55901, USA.
Historically, children undergoing cardiac catheterization have been managed with general endotracheal anesthesia (GETA). However, recent practice has favored general anesthesia with total intravenous anesthesia (TIVA). This study compares procedural outcomes in the pediatric cardiac catheterization laboratory (PCCL) for children undergoing low-risk cardiac catheterization with GETA vs.
View Article and Find Full Text PDFPhotopsias are associated with greater levels of depression and anxiety.
Clin Exp Optom
January 2025
2nd Department of Ophthalmology, Medical School of National and Kapodistrian University of Athens, 'Attikon' University General Hospital, Athens, Greece.
Clinical Relevance: Vitreous floaters have been associated with depressive and anxiety symptoms. However, there is a scarcity in the literature regarding the possible impact of vitreous flashes on the psychological status of the patients.
Background: Photopsias and vitreous floaters frequently co-exist.
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