Covering Hierarchical Dirichlet Mixture Models on binary data to enhance genomic stratifications in onco-hematology.

Lars Bullinger

Daniele Dall'Olio J. Eric Sträng Amin T. Turki Jesse M. Tettero Martje Barbus Renate Schulze-Rath Javier Martinez Elicegui Tommaso Matteuzzi Alessandra Merlotti Luciana Carota Claudia Sala Matteo G. Della Porta Enrico Giampieri Jesús María Hernández-Rivas Lars Bullinger Gastone C. Castellani Covering Hierarchical Dirichlet Mixture Models on binary data to enhance genomic stratifications in onco-hematology. 2024 February 20 PLoS Comput. Biol. 2 https://doi.org/10.1371/journal.pcbi.1011299 https://www.wikidata.org/entity/Q128773066 db/journals/ploscb/ploscb20.html#DallOlioSTTBSEMMCSPGHBC24

Pascal Schlosser Jochen Knaus Maximilian Schmutz Konstanze Döhner Christoph Plass Lars Bullinger Rainer Claus Harald Binder Michael Lübbert Martin Schumacher Netboost: Boosting-Supported Network Analysis Improves High-Dimensional Omics Prediction in Acute Myeloid Leukemia and Huntington's Disease. 2635-2648 2021 18 IEEE ACM Trans. Comput. Biol. Bioinform. 6 https://doi.org/10.1109/TCBB.2020.2983010 https://www.wikidata.org/entity/Q94511796 db/journals/tcbb/tcbb18.html#SchlosserKSDPBC21

Moritz Hess Stefan Lenz Tamara J. Blätte Lars Bullinger Harald Binder Partitioned learning of deep Boltzmann machines for SNP data. 3173-3180 2017 33 Bioinform. 20 https://doi.org/10.1093/bioinformatics/btx408 https://www.wikidata.org/entity/Q38706551 db/journals/bioinformatics/bioinformatics33.html#HessLBBB17

Florian Schmid Matthias Schmid Christoph Müssel J. Eric Sträng Christian Buske Lars Bullinger Johann M. Kraus Hans A. Kestler GiANT: gene set uncertainty in enrichment analysis. 1891-1894 2016 32 Bioinform. 12 https://doi.org/10.1093/bioinformatics/btw030 https://www.wikidata.org/entity/Q50722280 db/journals/bioinformatics/bioinformatics32.html#SchmidSMSBBKK16

Stefanie Hieke Axel Benner Richard F. Schlenl Martin Schumacher Lars Bullinger Harald Binder Integrating multiple molecular sources into a clinical risk prediction signature by extracting complementary information. 327 2016 17 BMC Bioinform. https://doi.org/10.1186/s12859-016-1183-6 https://www.wikidata.org/entity/Q36117938 db/journals/bmcbi/bmcbi17.html#HiekeBSSBB16

Hans-Ulrich Klein Christian Ruckert Alexander Kohlmann Lars Bullinger Christian Thiede Torsten Haferlach Martin Dugas Quantitative comparison of microarray experiments with published leukemia related gene expression signatures. 422 2009 10 BMC Bioinform. https://doi.org/10.1186/1471-2105-10-422 https://www.wikidata.org/entity/Q33518038 db/journals/bmcbi/bmcbi10.html#KleinRKBTHD09

Martje Barbus Axel Benner Harald Binder Tamara J. Blätte Christian Buske Luciana Carota Gastone C. Castellani Rainer Claus Daniele Dall'Olio Konstanze Döhner Martin Dugas Javier Martinez Elicegui Enrico Giampieri Torsten Haferlach Jesús María Hernández-Rivas Moritz Hess Stefanie Hieke Hans A. Kestler Hans-Ulrich Klein Jochen Knaus Alexander Kohlmann Johann M. Kraus Stefan Lenz Michael Lübbert Tommaso Matteuzzi Alessandra Merlotti Christoph Müssel Christoph Plass Matteo G. Della Porta Christian Ruckert Claudia Sala Richard F. Schlenl Pascal Schlosser Florian Schmid Matthias Schmid Maximilian Schmutz Renate Schulze-Rath Martin Schumacher J. Eric Sträng Jesse M. Tettero Christian Thiede Amin T. Turki