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David C. Page

Researcher at Massachusetts Institute of Technology

Publications -  523
Citations -  47344

David C. Page is an academic researcher from Massachusetts Institute of Technology. The author has contributed to research in topics: Y chromosome & X chromosome. The author has an hindex of 110, co-authored 509 publications receiving 44119 citations. Previous affiliations of David C. Page include Hennepin County Medical Center & University of California, Los Angeles.

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Predicting cancer susceptibility from single-nucleotide polymorphism data: a case study in multiple myeloma

TL;DR: The accuracy of the trained SVM estimated by leave-one-out cross-validation is significantly greater than random guessing, and this result is particularly encouraging since only 3000 SNPs were used in profiling, whereas several million SNPs are known.
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Clinical applications of machine learning in the diagnosis, classification, and prediction of heart failure.

TL;DR: An overview of machineLearning targeted for the practicing clinician is provided and current applications of machine learning in the diagnosis, classification, and prediction of heart failure are evaluated.
Proceedings Article

Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation

TL;DR: This article showed that there is a region of precision recall space that is completely unachievable, and the size of this region depends only on the skew of the data set, and discussed its implications for empirical evaluation methodology in machine learning.
Journal ArticleDOI

Tumor suppressor gene Rb is required for self-renewal of spermatogonial stem cells in mice

TL;DR: It is concluded that Rb is required for self-renewal of germ-line stem cells, but contrary to its critical roles in somaticstem cells, it is dispensable for their proliferative activity and terminal differentiation.