Artificial Intelligence and Predictive Modeling in Spinal Oncology: A Narrative Review
RH Kuijten, H Zijlstra, OQ Groot… - International Journal of …, 2023 - ijssurgery.com
Background Artificial intelligence (AI) tremendously influences our daily lives and the
medical field, changing the scope of medicine. One of the fields where AI, and, in particular …
medical field, changing the scope of medicine. One of the fields where AI, and, in particular …
Validation of Clinical Prediction Models and Study of the Role of Modern Therapies Using Real-World Data in Spine Oncology
EA Massaad - 2021 - search.proquest.com
With a rising incidence of cancer and improved life expectancy, more patients are being
diagnosed and surviving longer with spinal metastases. Spinal metastases can significantly …
diagnosed and surviving longer with spinal metastases. Spinal metastases can significantly …
Development of Machine Learning Algorithms for Prediction of 30-Day Mortality After Surgery for Spinal Metastasis
AV Karhade - 2020 - search.proquest.com
Purpose: Preoperative prognostication of short-term postoperative mortality in patients with
spinal metastatic disease can improve shared decision making around end-of-life care. The …
spinal metastatic disease can improve shared decision making around end-of-life care. The …
Development of machine learning algorithms for prediction of 30-day mortality after surgery for spinal metastasis
BACKGROUND Preoperative prognostication of short-term postoperative mortality in
patients with spinal metastatic disease can improve shared decision making around end-of …
patients with spinal metastatic disease can improve shared decision making around end-of …
Utility of prediction model score: a proposed tool to standardize the performance and generalizability of clinical predictive models based on systematic review
OBJECTIVE The objective of this study was to evaluate the characteristics and performance
of current prediction models in the fields of spine metastasis and degenerative spine …
of current prediction models in the fields of spine metastasis and degenerative spine …
164. Development and validation of machine learning algorithms for predicting mortality following surgery for metastatic spine tumors: metastatic mortality scoring …
BACKGROUND CONTEXT Preoperative prognostication of 30-day mortality in patients with
metastatic spine tumors can optimize surgical risk stratification and guide the decision …
metastatic spine tumors can optimize surgical risk stratification and guide the decision …
Predictive Modeling for Spinal Metastatic Disease
Spinal metastasis is exceedingly common in patients with cancer and its prevalence is
expected to increase. Surgical management of symptomatic spinal metastasis is indicated …
expected to increase. Surgical management of symptomatic spinal metastasis is indicated …
A machine learning algorithm for predicting 6-week survival in spinal metastasis: an external validation study using 2,768 Taiwanese patients
Methods: Discrimination using area under the receiver operating characteristic curve,
calibration, Brier score, and decision curve analysis were conducted to assess the model's …
calibration, Brier score, and decision curve analysis were conducted to assess the model's …
Fostering reproducibility and generalizability in machine learning for clinical prediction modeling in spine surgery
Methods A total of 2,578 patients who underwent radiotherapy and/or surgery for spinal
metastasis between 2010 and-2018 at our institution were included [9]. Patients who treated …
metastasis between 2010 and-2018 at our institution were included [9]. Patients who treated …
A novel prediction tool for overall survival of patients living with spinal metastatic disease
X He, Y Jiao, X Yang, Y Hu - World Neurosurgery, 2020 - Elsevier
Objective To identify the significant prognostic factors for overall survival in patients with
spinal metastases and to establish an online widget for predicting survival with an interactive …
spinal metastases and to establish an online widget for predicting survival with an interactive …
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