Predicting discharge placement after elective surgery for lumbar spinal stenosis using machine learning methods

被引：0
|
作者：
Paul T. Ogink
Aditya V. Karhade
Quirina C. B. S. Thio
William B. Gormley
Fetullah C. Oner
Jorrit J. Verlaan
Joseph H. Schwab
机构：
[1] UMC Utrecht,
[2] Massachusetts General Hospital – Harvard Medical School,undefined
[3] Brigham and Women’s Hospital – Harvard Medical School,undefined
来源：
European Spine Journal | 2019年 / 28卷
关键词：
Spinal stenosis; Machine learning; Discharge placement; Rehabilitation; Calibration;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1433 / 1440
页数：7
相关论文
共 50 条
  • [1] Predicting discharge placement after elective surgery for lumbar spinal stenosis using machine learning methods
    Ogink, Paul T.
    Karhade, Aditya V.
    Thio, Quirina C. B. S.
    Gormley, William B.
    Oner, Fetullah C.
    Verlaan, Jorrit J.
    Schwab, Joseph H.
    EUROPEAN SPINE JOURNAL, 2019, 28 (06) : 1433 - 1440
  • [2] Preoperatively Predicting Patient Discharge Disposition After Elective Lumbar Spine Surgery Using a Machine-Learning Classification Model
    Winkelman, Robert
    Habboub, Ghaith
    Nault, Rod
    Salas-Vega, Sebastian
    Chakravarthy, Vikram
    Grabowski, Matthew M.
    Savage, Jason
    Pelle, Dominic
    Mroz, Thomas E.
    NEUROSURGERY, 2020, 67 : 48 - 48
  • [3] Development of a machine learning algorithm predicting discharge placement after surgery for spondylolisthesis
    Paul T. Ogink
    Aditya V. Karhade
    Quirina C. B. S. Thio
    Stuart H. Hershman
    Thomas D. Cha
    Christopher M. Bono
    Joseph H. Schwab
    European Spine Journal, 2019, 28 : 1775 - 1782
  • [4] Development of a machine learning algorithm predicting discharge placement after surgery for spondylolisthesis
    Ogink, Paul T.
    Karhade, Aditya V.
    Thio, Quirina C. B. S.
    Hershman, Stuart H.
    Cha, Thomas D.
    Bono, Christopher M.
    Schwab, Joseph H.
    EUROPEAN SPINE JOURNAL, 2019, 28 (08) : 1775 - 1782
  • [5] Predicting nonroutine discharge after elective spine surgery: external validation of machine learning algorithms
    Stopa, Brittany M.
    Robertson, Faith C.
    Karhade, Aditya V.
    Chua, Melissa
    Broekman, Marike L. D.
    Schwab, Joseph H.
    Smith, Timothy R.
    Gormley, William B.
    JOURNAL OF NEUROSURGERY-SPINE, 2019, 31 (05) : 742 - 747
  • [6] Reoperations After Surgery for Lumbar Spinal Stenosis
    Javalkar, Vijayakumar
    Cardenas, Raul
    Tawfik, Tamir A.
    Khan, Imtiaz R.
    Bollam, Papireddy
    Banerjee, Anirban Deep
    Nanda, Anil
    WORLD NEUROSURGERY, 2011, 75 (5-6) : 737 - 742
  • [7] Development of machine learning algorithms for prediction of discharge disposition after elective inpatient surgery for lumbar degenerative disc disorders
    Karhade, Aditya, V
    Ogink, Paul
    Thio, Quirina
    Broekman, Marike
    Cha, Thomas
    Gormley, William B.
    Hershman, Stuart
    Peul, Wilco C.
    Bono, Christopher M.
    Schwab, Joseph H.
    NEUROSURGICAL FOCUS, 2018, 45 (05)
  • [8] Predicting Non-Routine Discharge After Elective Spine Surgery: External Validation of Machine Learning Algorithms Using Institutional Data
    Stopa, Brittany M.
    Robertson, Faith C.
    Karhade, Aditya
    Chua, Melissa
    Broekman, Marike L. D.
    Schwab, Joseph H.
    Smith, Timothy R.
    Gormley, William B.
    NEUROSURGERY, 2019, 84 (05) : E270 - E270
  • [9] Psychological Predictors of Satisfaction after Lumbar Surgery for Lumbar Spinal Stenosis
    Yamamoto, Yoshio
    Kawakami, Mamoru
    Minetama, Masakazu
    Nakagawa, Masafumi
    Teraguchi, Masatoshi
    Kagotani, Ryohei
    Mera, Yoshimasa
    Sumiya, Tadashi
    Matsuo, Sachika
    Kitano, Tomoko
    Nakagawa, Yukihiro
    ASIAN SPINE JOURNAL, 2022, 16 (02) : 270 - 278
  • [10] Predicting Ileus after Colorectal Surgery Using Machine Learning
    Chen, Kevin
    Stem, Jonathan
    Guillem, Jose G.
    Gomez, Shawn M.
    Kapadi, Muneera Rehana
    JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2023, 236 (05) : S22 - S22
12345