Prognostic significance of lab data and performance comparison by validating survival prediction models for patients with spinal metastases after radiotherapy

Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2021) Hyuna Sung et al.   CA-A CANCER JOURNAL FOR CLINICIANS

International external validation of the SORG machine learning algorithms for predicting 90-day and 1-year survival of patients with spine metastases using a Taiwanese cohort

(2021) Jiun-Jen Yang et al.   Spine Journal

Machine learning prediction models in orthopedic surgery: A systematic review in transparent reporting

(2021) Olivier Q. Groot et al.   JOURNAL OF ORTHOPAEDIC RESEARCH

Prognostic factors of colorectal cancer patients with brain metastases

(2021) Pauline Roussille et al.   RADIOTHERAPY AND ONCOLOGY

Survival after palliative radiation therapy for cancer: The METSSS model

(2021) Nicholas G. Zaorsky et al.   RADIOTHERAPY AND ONCOLOGY

Spnal metastases 2021: a review of the current state of the art and future directions

(2021) Daniel M. Sciubba et al.   Spine Journal

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

(2021) Akash A. Shah et al.   Spine Journal

International Validation of the SORG Machine-learning Algorithm for Predicting the Survival of Patients with Extremity Metastases Undergoing Surgical Treatment

(2021) Ting-En Tseng et al.   CLINICAL ORTHOPAEDICS AND RELATED RESEARCH

Quality of Life Changes After Surgery for Metastatic Spinal Disease

(2021) Nuno R. Paulino Pereira et al.   Clinical Spine Surgery

Retrospective evaluation of prognostic factors in metastatic spine disease: serum albumin and primary tumour type are key

(2020) William H. Cook et al.   ANZ JOURNAL OF SURGERY

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

Multi-institutional Analysis of Prognostic Factors and Outcomes After Hypofractionated Stereotactic Radiotherapy to the Resection Cavity in Patients With Brain Metastases

(2020) Kerstin A. Eitz et al.   JAMA Oncology

Prognostic impacts of extracranial metastasis on non‐small cell lung cancer with brain metastasis: A retrospective study based on surveillance, epidemiology, and end results database

(2020) Miao Wang et al.   Cancer Medicine

Impact of the homogeneous and heterogeneous risk factors on the incidence and survival outcome of bone metastasis in NSCLC patients

(2019) Qian Song et al.   JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY

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

(2019) Aditya V Karhade et al.   NEUROSURGERY

Laboratory Markers as Useful Prognostic Measures for Survival in Patients with Spinal Metastases

(2019) Andrew J. Schoenfeld et al.   Spine Journal

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

Development and Internal Validation of Machine Learning Algorithms for Preoperative Survival Prediction of Extremity Metastatic Disease

(2019) Quirina C. B. S. Thio et al.   CLINICAL ORTHOPAEDICS AND RELATED RESEARCH

Calibration: the Achilles heel of predictive analytics

(2019) Ben Van Calster et al.   BMC Medicine

Cancer-associated cachexia

(2018) Vickie E. Baracos et al.   Nature Reviews Disease Primers

OUP accepted manuscript

(2018)   NEUROSURGERY

Decaying relevance of clinical data towards future decisions in data-driven inpatient clinical order sets

(2017) Jonathan H. Chen et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

A guide to systematic review and meta-analysis of prediction model performance

(2017) Thomas P A Debray et al.   BMJ-British Medical Journal

A guide to systematic review and meta-analysis of prediction model performance

(2017) Thomas P A Debray et al.   BMJ-British Medical Journal

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

Assessing the utility of a clinical prediction score regarding 30-day morbidity and mortality following metastatic spinal surgery: the New England Spinal Metastasis Score (NESMS)

(2016) Andrew J. Schoenfeld et al.   Spine Journal

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement

(2015) Gary S. Collins et al.   ANNALS OF INTERNAL MEDICINE

Global cancer statistics, 2012

(2015) Lindsey A. Torre et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Modeling 1-year survival after surgery on the metastatic spine

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

Prognostic factors associated with survival in patients with symptomatic spinal bone metastases: a retrospective cohort study of 1 043 patients

(2014) L. Bollen et al.   NEURO-ONCOLOGY

Prospective, randomized, controlled, and open study in primarily inoperable, stage III non-small cell lung cancer (NSCLC) patients given sequential radiochemotherapy with or without epoetin alfa

(2014) Jürgen Debus et al.   RADIOTHERAPY AND ONCOLOGY

Variance estimation for Brier Score decomposition

(2013) Stefan Siegert   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Misuse of DeLong test to compare AUCs for nested models

(2012) Olga V. Demler et al.   STATISTICS IN MEDICINE

Standardizing the power of the Hosmer-Lemeshow goodness of fit test in large data sets

(2012) Prabasaj Paul et al.   STATISTICS IN MEDICINE

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

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

Randomized Phase III Trial of Sequential Adjuvant Chemoradiotherapy With or Without Erythropoietin Alfa in Patients With High-Risk Cervical Cancer: Results of the NOGGO-AGO Intergroup Study

(2011) Jens-Uwe Blohmer et al.   JOURNAL OF CLINICAL ONCOLOGY

Receiver Operating Characteristic Curve in Diagnostic Test Assessment

(2010) Jayawant N. Mandrekar   Journal of Thoracic Oncology

The importance of haemoglobin level and effect of transfusion in HNSCC patients treated with radiotherapy – Results from the randomized DAHANCA 5 study

(2010) Camilla Molich Hoff et al.   RADIOTHERAPY AND ONCOLOGY

Prognostic indices for brain metastases – usefulness and challenges

(2009) Carsten Nieder et al.   Radiation Oncology