Robust identification of molecular phenotypes using semi-supervised learning

por Roder, Heinrich, Oliveira, Carlos, Net, Lelia, Linstid, Benjamin, Tsypin, Maxim, Roder, Joanna
Publicado 2019

A dropout-regularized classifier development approach optimized for precision medicine test discovery from omics data

por Roder, Joanna, Oliveira, Carlos, Net, Lelia, Tsypin, Maxim, Linstid, Benjamin, Roder, Heinrich
Publicado 2019

Mass Spectrometry-Based Multivariate Proteomic Tests for Prediction of Outcomes on Immune Checkpoint Blockade Therapy: The Modern Analytical Approach

por Grigorieva, Julia, Asmellash, Senait, Net, Lelia, Tsypin, Maxim, Roder, Heinrich, Roder, Joanna
Publicado 2020

A proposal for score assignment to characterize biological processes from mass spectral analysis of serum

por Roder, Joanna, Net, Lelia, Oliveira, Carlos, Meyer, Krista, Asmellash, Senait, Kasimir-Bauer, Sabine, Pass, Harvey, Weber, Jeffrey, Roder, Heinrich, Grigorieva, Julia
Publicado 2020

Definition and Independent Validation of a Proteomic-Classifier in Ovarian Cancer

por Kasimir-Bauer, Sabine, Roder, Joanna, Obermayr, Eva, Mahner, Sven, Vergote, Ignace, Loverix, Liselore, Braicu, Elena, Sehouli, Jalid, Concin, Nicole, Kimmig, Rainer, Net, Lelia, Roder, Heinrich, Zeillinger, Robert, Aust, Stefanie
Publicado 2020