Research map: Development and Validation of a Multi-Modal Ensemble Model for Predicting Progression in Idiopathic Scoliosis

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  1. Random Forests · Leo Breiman · 2001 · 133269 citations · Cited by this paper
  2. Optimized OF-Score– Therapy Prediction in Successfully Treated Patients With Osteoporotic Spine Fractures Using Minimal Clinically Important Difference · 2026 · Related
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  15. Stacked generalization · David H. Wolpert · 1992 · 7909 citations · Cited by this paper
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  17. The Mythos of Model Interpretability · Zachary C. Lipton · 2018 · 5111 citations · Cited by this paper
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  21. ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders · Sanghyun Woo · 2023 · 1586 citations · Cited by this paper
  22. Effects of Bracing in Adolescents with Idiopathic Scoliosis · Stuart L. Weinstein · 2013 · 1248 citations · Cited by this paper
  23. The prediction of curve progression in untreated idiopathic scoliosis during growth. · John E. Lonstein · 1984 · 984 citations · Cited by this paper
  24. Adolescent idiopathic scoliosis · Jack C. Y. Cheng · 2015 · 701 citations · Cited by this paper
  25. Effectiveness of treatment with a brace in girls who have adolescent idiopathic scoliosis. A prospective, controlled study based on data from the Brace Study of the Scoliosis Research Society. · A L Nachemson · 1995 · 648 citations · Cited by this paper
  26. Analysis of the Sagittal Balance of the Spine and Pelvis Using Shape and Orientation Parameters · Éric Berthonnaud · 2005 · 606 citations · Cited by this paper
  27. Idiopathic scoliosis · Stuart L. Weinstein · 1981 · 563 citations · Cited by this paper
  28. Standardization of Criteria for Adolescent Idiopathic Scoliosis Brace Studies · Benjamin Stephens Richards · 2005 · 512 citations · Cited by this paper
  29. Machine Learning and Decision Support in Critical Care · Alistair E. W. Johnson · 2016 · 451 citations · Cited by this paper
  30. Predicting Scoliosis Progression from Skeletal Maturity: A Simplified Classification During Adolescence · James O. Sanders · 2008 · 403 citations · Cited by this paper
  31. Automated Cobb Angle Measurement for Adolescent Idiopathic Scoliosis Using Convolutional Neural Network · Wahyu Caesarendra · 2022 · 70 citations · Cited by this paper
  32. Application of deep learning upon spinal radiographs to predict progression in adolescent idiopathic scoliosis at first clinic visit · Hongfei Wang · 2021 · 51 citations · Cited by this paper
  33. Deep learning algorithm for automatically measuring Cobb angle in patients with idiopathic scoliosis · Ming Xing Wang · 2024 · 21 citations · Cited by this paper
  34. Predicting Progression in Adolescent Idiopathic Scoliosis at the First Visit by Integrating 2D Imaging and 1D Clinical Information · Kenneth Chu · 2023 · 10 citations · Cited by this paper
  35. Machine learning algorithms for predicting future curve using first and second visit data in female adolescent idiopathic scoliosis patients · Shuhei Ohyama · 2025 · 5 citations · Cited by this paper
  36. Development and Validation of Transformer- and Convolutional Neural Network-Based Deep Learning Models to Predict Curve Progression in Adolescent Idiopathic Scoliosis · Shinji Takahashi · 2025 · 5 citations · Cited by this paper
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