Machine Learning

Determinants and Predictions of Risks of Diseases in Mid Ages: Logistic Regression Models versus Deep Neural Network Models
The prediction of risks of various diseases and identification of factors that influence these risks are important for public policies …
Lakshmi K Raut
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Determinants and Predictions of Risks of Diseases in Mid Ages: Logistic Regression Models versus Deep Neural Network Models
Machine learning imputation of race in statistical estimates of disability and mortality risks using Social Security administrative data
Data on race and ethnicity at the individual level is much needed to measure racial differences in social outcomes. Legally observable …
Lakshmi K Raut
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Machine learning imputation of race in statistical estimates of disability and mortality risks using Social Security administrative data
Health Outcomes in Mid-Ages: Multistate time to event Statistical Models versus Long Short Term Memory (LSTM) Recurrent Neural Network (RNN) Models
Health outcomes such as serious diseases, disability and death develop sequentially over one’s life span. Genetic and epigenetic …
Lakshmi K Raut
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Health Outcomes in Mid-Ages: Multistate time to event Statistical Models versus Long Short Term Memory (LSTM) Recurrent Neural Network (RNN) Models
Determinants and Predictions of Risks of Diseases in Middle Ages — Statistical Models versus Neural Network Machine Learning Models
Identification of factors and prediction of the risks of diseases are important for public policies and disease diagnosis in health …
Feb 19, 2021
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Determinants and Predictions of Risks of Diseases in Middle Ages — Statistical Models versus Neural Network Machine Learning Models
Health Outcomes in Mid-Ages: Multistate Time to Event Statistical Models Versus Long Short Term Memory (LSTM) Recurrent Neural Network (RNN) Models
Health outcomes such as serious diseases and death develop sequentially over one’s life span. Genetic and epigenetic factors, and …
Jan 4, 2020
PDF Cite Slides html-preprint
Health Outcomes in Mid-Ages: Multistate Time to Event Statistical Models Versus Long Short Term Memory (LSTM) Recurrent Neural Network (RNN) Models