2.5k citations
- Columbia UniversityUS2 papers
- Arrow International (United States)US1 paper
- Center for Cancer ResearchUS1 paper
- Center for Systems BiologyUS1 paper
- Division of Cancer Epidemiology and Genetics1 paper
- Hochschule BremenDE1 paper
- Leibniz Institute for Prevention Research and Epidemiology - BIPSDE1 paper
- LMU KlinikumDE1 paper
- Ludwig-Maximilians-Universität MünchenDE1 paper
- Machine ScienceUS1 paper
- Sungkyunkwan UniversityKR1 paper
- University of BremenDE1 paper
4 papers
A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data
Lukas Burk, John Zobolas, Bernd Bischl +3
This work presents the first large-scale neutral benchmark experiment focused on single-event, right-censored, low-dimensional survival data. Benchmark experiments are essential in…
Varying-coefficients for regional quantile via KNN-based LASSO with applications to health outcome study
Seyoung Park, Eun Ryung Lee, Hyokyoung G. Hong
Health outcomes, such as body mass index and cholesterol levels, are known to be dependent on age and exhibit varying effects with their associated risk factors. In this paper, we…
Fractal-like Distributions over the Rational Numbers in High-throughput Biological and Clinical Data
Vladimir Trifonov, Laura Pasqualucci, Riccardo Dalla-Favera +1
Recent developments in extracting and processing biological and clinical data are allowing quantitative approaches to studying living systems. High-throughput sequencing, expressio…
ARACNE: An Algorithm for the Reconstruction of Gene Regulatory Networks in a Mammalian Cellular Context
Adam A. Margolin, Ilya Nemenman, Katia Basso +5
Background: Elucidating gene regulatory networks is crucial for understanding normal cell physiology and complex pathologic phenotypes. Existing computational methods for the genom…