Updated external validation of the SORG machine learning algorithms for prediction of ninety-day and one-year mortality after surgery for spinal metastasis

Does the SORG algorithm generalize to a contemporary cohort of patients with spinal metastases on external validation?

(2020) Michiel E.R. Bongers et al.   Spine Journal

Predicting 90-Day and 1-Year Mortality in Spinal Metastatic Disease: Development and Internal Validation

(2019) Aditya V Karhade et al.   NEUROSURGERY

Advances in the treatment of metastatic spine tumors: the future is not what it used to be

(2019) Ilya Laufer et al.   JOURNAL OF NEUROSURGERY-SPINE

External Validation of the SORG 90-day and One-Year Machine Learning Algorithms for Survival in Spinal Metastatic Disease

(2019) Aditya V. Karhade et al.   Spine Journal

Artificial Intelligence in Surgery

(2018) Daniel A. Hashimoto et al.   ANNALS OF SURGERY

Risk factors for wound-related reoperations in patients with metastatic spine tumor

(2018) Hannah M. Carl et al.   JOURNAL OF NEUROSURGERY-SPINE

Surgical site infection in spinal metastasis: incidence and risk factors

(2018) Amer Sebaaly et al.   Spine Journal

Predicting survival for metastatic spine disease: a comparison of nine scoring systems

(2018) A. Karim Ahmed et al.   Spine Journal

Geographic variation in the surgical management of lumbar spondylolisthesis: characterizing practice patterns and outcomes

(2018) Tej D. Azad et al.   Spine Journal

A novel risk calculator to predict outcome after surgery for symptomatic spinal metastases; use of a large prospective patient database to personalise surgical management

(2018) David Choi et al.   EUROPEAN JOURNAL OF CANCER

US regional variations in rates, outcomes, and costs of spinal arthrodesis for lumbar spinal stenosis in working adults aged 40–65 years

(2018) Micheal Raad et al.   JOURNAL OF NEUROSURGERY-SPINE

Development of a Prognostic Survival Algorithm for Patients with Metastatic Spine Disease

(2016) Nuno Rui Paulino Pereira et al.   JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME

Are allogeneic blood transfusions associated with decreased survival after surgical treatment for spinal metastases?

(2016) Nuno Rui Paulino Pereira et al.   Spine Journal

The Tokuhashi score: effectiveness and pitfalls

(2015) Carmine Zoccali et al.   EUROPEAN SPINE JOURNAL

Prediction of Quality of Life and Survival After Surgery for Symptomatic Spinal Metastases

(2015) David Choi et al.   NEUROSURGERY

Tokuhashi score and other prognostic factors in 260 patients with surgery for vertebral metastases

(2015) C. Eap et al.   Orthopaedics & Traumatology-Surgery & Research

Modeling 1-year survival after surgery on the metastatic spine

(2015) Ahmer K. Ghori et al.   Spine Journal

Reassessment of scoring systems and prognostic factors for metastatic spinal cord compression

(2015) Emeline Tabouret et al.   Spine Journal

A comparison of the modified Tokuhashi and Tomita scores in determining prognosis for patients afflicted with spinal metastasis

(2014) Ahmed Aoude et al.   CANADIAN JOURNAL OF SURGERY

Towards better clinical prediction models: seven steps for development and an ABCD for validation

(2014) E. W. Steyerberg et al.   EUROPEAN HEART JOURNAL

New prognostic factors and scoring system for patients with skeletal metastasis

(2014) Hirohisa Katagiri et al.   Cancer Medicine

Independent predictors of complication following surgery for spinal metastasis

(2013) Darryl Lau et al.   EUROPEAN SPINE JOURNAL

Accuracy of the revised Tokuhashi score in predicting survival in patients with metastatic spinal cord compression (MSCC)

(2013) N. A. Quraishi et al.   EUROPEAN SPINE JOURNAL

Trends in the surgical treatment for spinal metastasis and the in-hospital patient outcomes in the United States from 2000 to 2009

(2013) Hiroyuki Yoshihara et al.   Spine Journal

External validity of the Tokuhashi score in patients with vertebral metastasis

(2012) Alberto Hernandez-Fernandez et al.   JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

Actual and Predicted Survival Time of Patients With Spinal Metastases of Lung Cancer

(2011) Christian Hessler et al.   SPINE

Survival Analysis of 254 Patients After Manifestation of Spinal Metastases

(2011) Christine Wibmer et al.   SPINE

Diagnosis and management of metastatic spine disease

(2010) Daniel M. Sciubba et al.   JOURNAL OF NEUROSURGERY-SPINE

How Accurate Are Physicians in the Prediction of Patient Survival in Advanced Lung Cancer?

(2010) C. Clement-Duchene et al.   ONCOLOGIST

Preoperative Scoring Systems and Prognostic Factors for Patients With Spinal Metastases From Hepatocellular Carcinoma

(2010) Huajiang Chen et al.   SPINE

A Prospective Analysis of Prognostic Factors in Patients With Spinal Metastases

(2010) Takayuki Yamashita et al.   SPINE

Trends and Variations in Cervical Spine Surgery in the United States

(2009) Marjorie C. Wang et al.   SPINE

Predictive value of seven preoperative prognostic scoring systems for spinal metastases

(2008) Andreas Leithner et al.   EUROPEAN SPINE JOURNAL