Priority-Lasso: a simple hierarchical approach to the prediction of clinical outcome using multi-omics data

Making complex prediction rules applicable for readers: Current practice in random forest literature and recommendations

(2018) Anne-Laure Boulesteix et al.   BIOMETRICAL JOURNAL

A 29-gene and cytogenetic score for the prediction of resistance to induction treatment in acute myeloid leukemia

(2017) Tobias Herold et al.   HAEMATOLOGICA

Validation of risk stratification models in acute myeloid leukemia using sequencing-based molecular profiling

(2017) M Wang et al.   LEUKEMIA

A 29-gene and cytogenetic score for the prediction of resistance to induction treatment in acute myeloid leukemia

(2017) Tobias Herold et al.   HAEMATOLOGICA

TANDEM: a two-stage approach to maximize interpretability of drug response models based on multiple molecular data types

(2016) Nanne Aben et al.   BIOINFORMATICS

Diagnosis and management of AML in adults: 2017 ELN recommendations from an international expert panel

(2016) Hartmut Döhner et al.   BLOOD

Age, not therapy intensity, determines outcomes of adults with acute myeloid leukemia

(2016) T Büchner et al.   LEUKEMIA

A 17-gene stemness score for rapid determination of risk in acute leukaemia

(2016) Stanley W. K. Ng et al.   NATURE

Orchestrating high-throughput genomic analysis with Bioconductor

(2015) Wolfgang Huber et al.   NATURE METHODS

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

(2015) Noah Simon et al.   Journal of Statistical Software

Evaluating Random Forests for Survival Analysis Using Prediction Error Curves

(2015) Ulla B. Mogensen et al.   Journal of Statistical Software

Machine learning versus statistical modeling

(2014) Anne-Laure Boulesteix et al.   BIOMETRICAL JOURNAL

Isolated trisomy 13 defines a homogeneous AML subgroup with high frequency of mutations in spliceosome genes and poor prognosis

(2014) T. Herold et al.   BLOOD

Combined Molecular and Clinical Prognostic Index for Relapse and Survival in Cytogenetically Normal Acute Myeloid Leukemia

(2014) Friederike Pastore et al.   JOURNAL OF CLINICAL ONCOLOGY

Resistance prediction in AML: analysis of 4601 patients from MRC/NCRI, HOVON/SAKK, SWOG and MD Anderson Cancer Center

(2014) R B Walter et al.   LEUKEMIA

External validation of a Cox prognostic model: principles and methods

(2013) Patrick Royston et al.   BMC Medical Research Methodology

Identification of a 24-Gene Prognostic Signature That Improves the European LeukemiaNet Risk Classification of Acute Myeloid Leukemia: An International Collaborative Study

(2013) Zejuan Li et al.   JOURNAL OF CLINICAL ONCOLOGY

Stability selection

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY