Donald Geman

Affiliations

Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, Maryland, United States of America.

Publications (8)

Efficient representations of tumor diversity with paired DNA-RNA aberrations.

PLoS computational biology

Avec: Qian Ke , Wikum Dinalankara , Laurent Younes , Luigi Marchionni

Identifying Personalized Metabolic Signatures in Breast Cancer.

Metabolites

Avec: Priyanka Baloni , Wikum Dinalankara , John C Earls , Theo A Knijnenburg , Luigi Marchionni , Nathan D Price

Longitudinal changes in brain metabolites in healthy controls and patients with first episode psychosis: a 7-Tesla MRS study.

Molecular psychiatry

Avec: Min Wang , Peter B Barker , Nicola G Cascella , Jennifer M Coughlin , Gerald Nestadt , Frederick C Nucifora , Thomas W Sedlak , Alexandra Kelly , Laurent Younes , Lena Palaniyappan , Akira Sawa , Kun Yang

Interpretable by Design: Learning Predictors by Composing Interpretable Queries.

IEEE transactions on pattern analysis and machine intelligence

Avec: Aditya Chattopadhyay , Stewart Slocum , Benjamin D Haeffele , Rene Vidal ,

CellCover Defines Conserved Cell Types and Temporal Progression in scRNA-seq Data across Mammalian Neocortical Development.

bioRxiv : the preprint server for biology

Avec: Lanlan Ji , An Wang , Shreyash Sonthalia , Daniel Q Naiman , Laurent Younes , Carlo Colantuoni ,

Revisiting the tumorigenesis timeline with a data-driven generative model.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Kamel Lahouel , Laurent Younes , Ludmila Danilova , Francis M Giardiello , Ralph H Hruban , John Groopman , Kenneth W Kinzler , Bert Vogelstein , Cristian Tomasetti

Using biological constraints to improve prediction in precision oncology.

iScience

Avec: Mohamed Omar , Wikum Dinalankara , Lotte Mulder , Tendai Coady , Claudio Zanettini , Eddie Luidy Imada , Laurent Younes , Luigi Marchionni

An R package for divergence analysis of omics data.

PloS one

Avec: Wikum Dinalankara , Qian Ke , Luigi Marchionni

Réseau de co-auteurs

Laurent Younes 5 collaborations

Wikum Dinalankara 4 collaborations

Luigi Marchionni 4 collaborations

Qian Ke 2 collaborations

Priyanka Baloni 1 collaboration

John C Earls 1 collaboration

Theo A Knijnenburg 1 collaboration

Nathan D Price 1 collaboration

Min Wang 1 collaboration

Peter B Barker 1 collaboration

Nicola G Cascella 1 collaboration

Jennifer M Coughlin 1 collaboration

Gerald Nestadt 1 collaboration

Frederick C Nucifora 1 collaboration

Thomas W Sedlak 1 collaboration

Alexandra Kelly 1 collaboration

Lena Palaniyappan 1 collaboration

Akira Sawa 1 collaboration

Kun Yang 1 collaboration

Aditya Chattopadhyay 1 collaboration

Stewart Slocum 1 collaboration

Benjamin D Haeffele 1 collaboration

Rene Vidal 1 collaboration

Lanlan Ji 1 collaboration

An Wang 1 collaboration

Shreyash Sonthalia 1 collaboration

Daniel Q Naiman 1 collaboration

Carlo Colantuoni 1 collaboration

Kamel Lahouel 1 collaboration

Ludmila Danilova 1 collaboration

Francis M Giardiello 1 collaboration

Ralph H Hruban 1 collaboration

John Groopman 1 collaboration

Kenneth W Kinzler 1 collaboration

Bert Vogelstein 1 collaboration

Cristian Tomasetti 1 collaboration

Mohamed Omar 1 collaboration

Lotte Mulder 1 collaboration

Tendai Coady 1 collaboration

Claudio Zanettini 1 collaboration

Eddie Luidy Imada 1 collaboration