$Table 1_Predicting the risk of postoperative avascular necrosis in patients with talar fractures based on an interpretable machine learning model.docx$

Table 1_Predicting the risk of postoperative avascular necrosis in patients with talar fractures based on an interpretable machine learning model.docx

Purpose<p>This study aims to develop and validate an interpretable machine learning model for predicting avascular necrosis (AVN) following talar fracture, thereby aiding in personalized prevention and treatment.</p>Methods<p>A retrospective cohort study included patients undergoin...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Jian Zhang (1682) (author)
مؤلفون آخرون:	Jihai Xu (21838697) (author), Jiapei Yu (12278857) (author), Hong Chen (108084) (author), Xin Hong (95011) (author), Songou Zhang (17753553) (author), Xin Wang (91924) (author), Chengchun Shen (15317701) (author)
منشور في:	2025
الموضوعات:	Biotechnology machine learning risk factors prediction model avascular necrosis talar fractures
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

Image 1_Predicting the risk of postoperative avascular necrosis in patients with talar fractures based on an interpretable machine learning model.jpeg
حسب: Jian Zhang (1682)
منشور في: (2025)

Right medial talar dome OCD lesion
حسب: Peter Fabricant (4334389)
منشور في: (2025)

Video 1_Case Report: Arthroscopic treatment of cedell fracture, shepherd fracture, and avulsion fracture at the insertion of the calcaneofibular ligament.mp4
حسب: Sitong Zhang (11466911)
منشور في: (2025)

Video 2_Case Report: Arthroscopic treatment of cedell fracture, shepherd fracture, and avulsion fracture at the insertion of the calcaneofibular ligament.mp4
حسب: Sitong Zhang (11466911)
منشور في: (2025)

Post-operative images: right medial talar dome OCD lesion
حسب: Peter Fabricant (4334389)
منشور في: (2025)

Intra-operative images: right medial talar dome OCD lesion
حسب: Peter Fabricant (4334389)
منشور في: (2025)

Characteristics of the included studies on the avascular necrosis after slipped capital femoral epiphysis.
حسب: Zihang Xu (4028183)
منشور في: (2025)

Image 1_Enhanced risk prediction of femoral head osteonecrosis in the elderly: a comparative study of random forest and logistic regression models.jpeg
حسب: Peng Shang (286320)
منشور في: (2025)

CARE-checklist JOSPT.docx
حسب: Hrutuja Karekar (19749936)
منشور في: (2024)

The comparison of anesthesia and surgery durations in terms of fracture types and locations.
حسب: Hasan Orkun Varmış (20513600)
منشور في: (2025)

Funnel plot for the relationship between delayed surgery and postoperative AVN: The funnel plot shape appeared essentially symmetric.
حسب: Zihang Xu (4028183)
منشور في: (2025)

A. Forest plot of pooled incidence rate of AVN (The overall pooled incidence was 23%); B: The relationship between preoperative/surgery risk factors and postoperative AVN.
حسب: Zihang Xu (4028183)
منشور في: (2025)

Postoperative outcomes of different groups.
حسب: Qian Sun (53880)
منشور في: (2025)

The distribution of blade/lag screws according to Cleveland-Bosworth quadrants.
حسب: Hasan Orkun Varmış (20513600)
منشور في: (2025)

The demographic and clinical characteristics of the patients.
حسب: Hasan Orkun Varmış (20513600)
منشور في: (2025)

The mean Harris Hip Scores (HHS) values were categorized according to the type and the side on which they were located.
حسب: Hasan Orkun Varmış (20513600)
منشور في: (2025)

The mean Harris Hip Scores (HHS) values recorded at follow-up examinations.
حسب: Hasan Orkun Varmış (20513600)
منشور في: (2025)

Survival analysis.
حسب: Hasan Orkun Varmış (20513600)
منشور في: (2025)

a. Femoral Angle. Lateral angle of intersection of the two straight lines of the femoral and tibial diaphysis. The midpoints of the transverse diameters of the femur and tibia were 10 cm from the center of the epiphyses of the femur and tibia. b. Tibial Calcaneal Angle. The angle between the tibial axis and the line tangent to the line perpendicular to the tibial axis was the angle between the calcaneal contour contact point and the straight line connecting the center of the tibial canal. Line A: Tibial anatomical axis; Line B: Perpendicular to the tibial axis; Line C: Tibial canal center—calcaneal contour contact point. c. Tibial Anterior Surface Angle. The medial angle between the tibial axis and tibial canopy in the frontal view of the talofemoral joint. d. Tibial Plafonds and Talar Domes on Weight Bearing. The angle between the tibiotalar and talar glenoid planes.
حسب: Yusuke Ozaki (2554915)
منشور في: (2025)

Figure 3.jpg
حسب: Puren Isik Eker (20890475)
منشور في: (2025)

Logistic regression to investigate association between postoperative AI and CEA with different surgical methods.
حسب: Qian Sun (53880)
منشور في: (2025)

Linear regression to investigate association between postoperative AI and CEA with different surgical methods.
حسب: Qian Sun (53880)
منشور في: (2025)

Table 1_A machine learning model for predicting postoperative complication risk in young and middle-aged patients with femoral neck fractures.docx
حسب: Yixin Huang (5450474)
منشور في: (2025)

Table 2_A machine learning model for predicting postoperative complication risk in young and middle-aged patients with femoral neck fractures.xlsx
حسب: Yixin Huang (5450474)
منشور في: (2025)

Results of a meta-analysis of the surgery risk factors: A: Number of implants: there was no significant difference in number of implants between two groups (1 vs > 1); B: Reduction: there was significant difference in reduction between two groups (reduction vs no reduction); C: Reduction method: there was significant difference in reduction method between two groups (closed vs open); D: Delayed surgery: there was no significant difference in delayed surgery between two groups (≤24h vs > 24h); E: Capsular decompression: there was no significant difference in capsular decompression between two groups (decompression vs no decompression).
حسب: Zihang Xu (4028183)
منشور في: (2025)

Results of a meta-analysis of the preoperative risk factors: A: age: there was no significant difference in the age between two groups(AVN vs no AVN); B: gender: there was a significant difference in gender between two groups(male vs female); C: Initial slip angle: there was a significant difference in initial slip angle between two groups(AVN vs no AVN); D,E,F: the severity of slip: there was a significant difference in severity of slip between two groups(<30° vs ≥ 30°), there was no significant difference in severity of slip between two groups(30°-50° vs > 50° or ≤50° vs > 50°); G: side of hip: there was no significant difference in side of hip between two groups(right vs left); H: Chronicity of the condition: there was significant difference in chronicity of the condition between two groups(≤3 weeks vs > 3 weeks).
حسب: Zihang Xu (4028183)
منشور في: (2025)

Supplementary file 1_A machine learning model for predicting postoperative complication risk in young and middle-aged patients with femoral neck fractures.xlsx
حسب: Yixin Huang (5450474)
منشور في: (2025)

The flowchart of methodological search strategy and inclusion and exclusion criteria.
حسب: Zihang Xu (4028183)
منشور في: (2025)

Table 1_Explainable machine learning-based prediction of early and mid-term postoperative complications in adolescent tibial fractures.docx
حسب: Yufeng Wang (274657)
منشور في: (2025)

Data Sheet 1_A risk prediction model for poor joint function recovery after ankle fracture surgery based on interpretable machine learning.pdf
حسب: Congyang Li (10012877)
منشور في: (2025)

Additional file 3 of Automated FAZ segmentation and diabetic retinopathy classification using OCTA images
حسب: Jamshid Saeidian (15220418)
منشور في: (2025)

Additional file 1 of Automated FAZ segmentation and diabetic retinopathy classification using OCTA images
حسب: Jamshid Saeidian (15220418)
منشور في: (2025)

Ear tip necrosis lesion scoring chart.
حسب: Matheus de O. Costa (16638252)
منشور في: (2025)

Table 1_Deep learning-based multi-omics model to predict nasopharyngeal necrosis of re-irradiation for recurrent nasopharyngeal carcinoma.docx
حسب: Xingwang Gao (17850375)
منشور في: (2025)

Additional file 1 of Screening for transcriptomic associations with Swine Inflammation and Necrosis Syndrome
حسب: Katharina Gerhards (20578947)
منشور في: (2025)

Image 1_Correlation of tumor necrosis factor-α and interleukin-1 single-nucleotide polymorphisms with the risk of migraine development.jpeg
حسب: Guijiao Huang (21177566)
منشور في: (2025)

Table 1_Correlation of tumor necrosis factor-α and interleukin-1 single-nucleotide polymorphisms with the risk of migraine development.docx
حسب: Guijiao Huang (21177566)
منشور في: (2025)

Image 3_Correlation of tumor necrosis factor-α and interleukin-1 single-nucleotide polymorphisms with the risk of migraine development.jpeg
حسب: Guijiao Huang (21177566)
منشور في: (2025)

Image 2_Correlation of tumor necrosis factor-α and interleukin-1 single-nucleotide polymorphisms with the risk of migraine development.jpeg
حسب: Guijiao Huang (21177566)
منشور في: (2025)

Image 5_Correlation of tumor necrosis factor-α and interleukin-1 single-nucleotide polymorphisms with the risk of migraine development.jpeg
حسب: Guijiao Huang (21177566)
منشور في: (2025)

Cannot write session to /tmp/vufind_sessions/sess_reqm0n5goiee8s55i3678ovpor