Cargando…

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

BACKGROUND: The Skeletal Oncology Research Group machine-learning algorithms (SORG-MLAs) estimate 90-day and 1-year survival in patients with long-bone metastases undergoing surgical treatment and have demonstrated good discriminatory ability on internal validation. However, the performance of a pre...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tseng, Ting-En, Lee, Chia-Che, Yen, Hung-Kuan, Groot, Olivier Q., Hou, Chun-Han, Lin, Shin-Ying, Bongers, Michiel E. R., Hu, Ming-Hsiao, Karhade, Aditya V., Ko, Jia-Chi, Lai, Yi-Hsiang, Yang, Jing-Jen, Verlaan, Jorrit-Jan, Yang, Rong-Sen, Schwab, Joseph H., Lin, Wei-Hsin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Wolters Kluwer 2022
Materias:	Clinical Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8747677/ https://www.ncbi.nlm.nih.gov/pubmed/34491920 http://dx.doi.org/10.1097/CORR.0000000000001969

Ejemplares similares

Comparison of eight modern preoperative scoring systems for survival prediction in patients with extremity metastasis
por: Lee, Tse‐Ying, et al.
Publicado: (2023)

Wide range of applications for machine-learning prediction models in orthopedic surgical outcome: a systematic review
por: Ogink, Paul T, et al.
Publicado: (2021)

Richard Sorge : el espía del siglo, héroe de la Unión Soviética
por: Deakin, F. W. 1913-2005 (Frederick William)
Publicado: (1968)

The Skeletal Oncology Research Group Machine Learning Algorithm (SORG-MLA) for predicting prolonged postoperative opioid prescription after total knee arthroplasty: an international validation study using 3,495 patients from a Taiwanese cohort
por: Tsai, Cheng-Chen, et al.
Publicado: (2023)

Österreichische Mitarbeiter sind geschockt und in Sorge
Publicado: (2009)

Can a Bayesian belief network for survival prediction in patients with extremity metastases (PATHFx) be externally validated in an Asian cohort of 356 surgically treated patients?
por: HSIEH, Hsiang-Chieh, et al.
Publicado: (2022)

Availability and reporting quality of external validations of machine-learning prediction models with orthopedic surgical outcomes: a systematic review
por: Groot, Olivier Q, et al.
Publicado: (2021)

Machine learning prediction models in orthopedic surgery: A systematic review in transparent reporting
por: Groot, Olivier Q., et al.
Publicado: (2021)

Nach Corona kommt die Schuldenwelle — begründete Sorge oder Panikmache? Aktuelle Entwicklungen im Kredit- und Konsummarkt
por: Donau, Kai-Friedrich
Publicado: (2022)

Determining patients with spinal metastases suitable for surgical intervention: A cost‐effective analysis
por: Hsieh, Hsiang‐Chieh, et al.
Publicado: (2023)

Body composition predictors of mortality in patients undergoing surgery for long bone metastases
por: Groot, Olivier Q., et al.
Publicado: (2022)

Costs Associated With Timely and Delayed Surgical Treatment of Spinal Metastases
por: van Tol, Floris R., et al.
Publicado: (2021)

Body Composition Predictors of Adverse Postoperative Events in Patients Undergoing Surgery for Long Bone Metastases
por: Twining, Peter K., et al.
Publicado: (2022)

Intercontinental validation of a clinical prediction model for predicting 90-day and 2-year mortality in an Israeli cohort of 2033 patients with a femoral neck fracture aged 65 or above
por: Oosterhoff, Jacobien H. F., et al.
Publicado: (2023)

Expectations of treatment outcomes in patients with spinal metastases; what do we tell our patients? A qualitative study
por: Versteeg, Anne L., et al.
Publicado: (2021)

Systematic Review of the Role of Stereotactic Radiotherapy for Bone Metastases
por: Spencer, Katie L, et al.
Publicado: (2019)

Complications After Percutaneous Pedicle Screw Fixation for the Treatment of Unstable Spinal Metastases
por: Versteeg, Anne L., et al.
Publicado: (2016)

The use of red flags during the referral chain of patients surgically treated for symptomatic spinal metastases
por: van Tol, Floris R, et al.
Publicado: (2023)

Evaluation of effectiveness of palliative radiotherapy for bone metastases: a prospective cohort study
por: van der Velden, Joanne M., et al.
Publicado: (2018)

Optimization of Tokuhashi Scoring System to Improve Survival Prediction in Patients with Spinal Metastases
por: Yen, Hung-Kuan, et al.
Publicado: (2022)

The Discrepancy between Patient and Clinician Reported Function in Extremity Bone Metastases
por: Janssen, Stein J., et al.
Publicado: (2016)

Prognostic value of serum alkaline phosphatase in spinal metastatic disease
por: Karhade, Aditya V., et al.
Publicado: (2019)

Application of Machine Learning Algorithms in the Prediction of Prolonged Postoperative Opioid Use in Patients Undergoing Elective Shoulder Arthroscopy (215)
por: Lu, Yining, et al.
Publicado: (2021)

Stereotactic Radiotherapy Followed by Surgical Stabilization Within 24 h for Unstable Spinal Metastases; A Stage I/IIa Study According to the IDEAL Framework
por: Versteeg, Anne L., et al.
Publicado: (2018)

Comparison of in vitro and in vivo Toxicity of Bupivacaine in Musculoskeletal Applications
por: Steverink, Jasper G., et al.
Publicado: (2021)

Translation and validation of the Dutch Spine Oncology Study Group Outcomes Questionnaire (SOSGOQ2.0) to evaluate health-related quality of life in patients with symptomatic spinal metastases
por: Gal, Roxanne, et al.
Publicado: (2022)

Prediction of Postoperative Delirium in Geriatric Hip Fracture Patients: A Clinical Prediction Model Using Machine Learning Algorithms
por: Oosterhoff, Jacobien H. F., et al.
Publicado: (2021)

Sociodemographic Factors Are Associated with Patient-Reported Outcome Measure Completion in Orthopaedic Surgery: An Analysis of Completion Rates and Determinants Among New Patients
por: Bernstein, David N., et al.
Publicado: (2022)

Spatiotemporal patterns of extreme sea levels along the western North-Atlantic coasts
por: Muis, Sanne, et al.
Publicado: (2019)

Comparing conVEntional RadioTherapy with stereotactIC body radiotherapy in patients with spinAL metastases: study protocol for an randomized controlled trial following the cohort multiple randomized controlled trial design
por: van der Velden, Joanne M., et al.
Publicado: (2016)

MON-460 An Extremely Rare Case of Urothelial Carcinoma Metastasizing to the Thyroid Gland
por: German, Massiell, et al.
Publicado: (2020)

Early fever in patients with primary intracerebral hemorrhage is associated with worse long-term functional outcomes: a prospective study
por: Tseng, Wen-Che, et al.
Publicado: (2023)

Gene–physical activity interactions in lower extremity performance: inflammatory genes CRP, TNF-α, and LTA in community-dwelling elders
por: Liu, Chiu-Shong, et al.
Publicado: (2017)

Prediction of axillary lymph node metastases in breast cancer patients based on pathologic information of the primary tumor
por: Wu, Jia-Long, et al.
Publicado: (2014)

Histone Deacetylase Inhibitor Impairs Plasminogen Activator Inhibitor-1 Expression via Inhibiting TNF-α-Activated MAPK/AP-1 Signaling Cascade
por: Chen, Wei-Lin, et al.
Publicado: (2014)

Analysis of Lung Metastases in Patients with Primary Extremity Sarcoma
por: Songür, N., et al.
Publicado: (2003)

A global reanalysis of storm surges and extreme sea levels
por: Muis, Sanne, et al.
Publicado: (2016)

Can the Development of Religious and Cultural Tourism Build a Sustainable and Friendly Life and Leisure Environment for the Elderly and Promote Physical and Mental Health?
por: Lin, Hsiao-Hsien, et al.
Publicado: (2021)

Development and internal validation of a clinical prediction model using machine learning algorithms for 90 day and 2 year mortality in femoral neck fracture patients aged 65 years or above
por: Oosterhoff, Jacobien Hillina Froukje, et al.
Publicado: (2022)

Clinical Survey and Predictors of Outcomes of Pediatric Out-of-Hospital Cardiac Arrest Admitted to the Emergency Department
por: Lee, Jung, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_ugkhooepcjgerja29e11k6qfff