Concepedia

Predicting time-to-conversion for dementia of Alzheimer's type using multi-modal deep survival analysis

Ghazal Mirabnahrazam, Da Ma, Cédric Beaulac, Sieun Lee, Karteek Popuri, Hyunwoo Lee, Jiguo Cao, James E. Galvin, Lei Wang

Neurobiology of Aging · 2022 · 44 citations · 42 references

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References

42

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Regression Models and Life-Tables

D. R. Cox · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1972 · 39.3K citations · Full text

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Nonparametric Estimation from Incomplete Observations

Edward L. Kaplan, Paul Meier · Journal of the American Statistical Association · 1958 · 39.1K citations

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Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

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Evaluation of Factors Related to Late Recurrence - Later than 10 Years after the Initial Treatment - in Primary Breast Cancer

Reiki Nishimura, Tomofumi Osako, Yasuyuki Nishiyama et al. · Oncology · 2013 · 13.2K citations · Full text

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