Fostering reproducibility and generalizability in machine learning for clinical prediction modeling in spine surgery

Development and external validation of predictive algorithms for 6-week mortality in spinal metastasis using 4,304 patients from 5 institutions

(2022) Aditya V. Karhade et al.   Spine Journal

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

(2022) Hung-Kuan Yen et al.   RADIOTHERAPY AND ONCOLOGY

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

Fostering Reproducibility and Generalizability in Machine Learning for Clinical Prediction Modeling in Spine Surgery

(2020) Tej D. Azad 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

A time trend analysis of CT and MRI scan imaging in acute pancreatitis patients presenting to US emergency departments

(2018) Julia McNabb-Baltar et al.   AMERICAN JOURNAL OF EMERGENCY MEDICINE

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

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

Development of Machine Learning Algorithms for Prediction of 5-Year Spinal Chordoma Survival

(2018) Aditya V. Karhade et al.   World Neurosurgery

Benchmarking life expectancy and cancer mortality: global comparison with cardiovascular disease 1981-2010

(2017) Bochen Cao et al.   BMJ-British Medical Journal

Benchmarking life expectancy and cancer mortality: global comparison with cardiovascular disease 1981-2010

(2017) Bochen Cao et al.   BMJ-British Medical Journal

New prognostic factors and scoring system for patients with skeletal metastasis

(2014) Hirohisa Katagiri et al.   Cancer Medicine

An Empirical Comparison of Machine Learning Models for Time Series Forecasting

(2010) Nesreen K. Ahmed et al.   Econometric Reviews