D. S. Magruder

发表

Manifold Interpolating Optimal-Transport Flows for Trajectory Inference

Guy Wolf, Smita Krishnaswamy, Alexander Tong, 2022, 2206.14928.

Manifold Interpolating Optimal-Transport Flows for Trajectory Inference

Guy Wolf, Smita Krishnaswamy, Alexander Tong, 2022, NeurIPS.

Deep learning–based cell composition analysis from tissue expression profiles

Stefan Bonn, Peter Heutink, Mohamed Marouf, 2020, Science Advances.

Realistic in silico generation and augmentation of single-cell RNA-seq data using generative adversarial networks

V. Bansal, Pierre Machart, S. Bonn, 2020, Nature Communications.

Oasis 2: improved online analysis of small RNA-seq data

Maksims Fiosins, Raza-Ur Rahman, Abhivyakti Gautam, 2018, BMC Bioinformatics.

Realistic in silico generation and augmentation of single cell RNA-seq data using Generative Adversarial Neural Networks

Pierre Machart, Mohamed Marouf, Christoph Kilian, 2018, bioRxiv.

SEA: The small RNA Expression Atlas

Juliane Fluck, Maksims Fiosins, Raza-Ur Rahman, 2017, bioRxiv.

Oasis2.0: improved online analysis of small RNA-seq data

S. Bonn, Abdul Sattar, R. Rahman, 2017, bioRxiv.

Oasis 2: improved online analysis of small RNA-seq data

S. Bonn, Abdul Sattar, D. Magruder, 2017, BMC Bioinformatics.

Realistic in silico generation and augmentation of single-cell RNA-seq data using generative adversarial networks

Pierre Machart, Stefan Bonn, Christoph Kilian, 2020, Nature Communications.

Involvement of different mesotocin (oxytocin homologue) populations in sexual and aggressive behaviours of the brown anole

David Kabelik, D. S. Magruder, 2014, Biology Letters.