Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Projects: pypi: imap

https://packages.ecosyste.ms/registries/pypi.org/packages/imap

The integration of single-cell RNA-sequencing datasets from multiple sources is critical for deciphering cell-cell heterogeneities and interactions in complex biological systems. We present a novel unsupervised batch removal framework, called iMAP, based on two state-of-art deep generative models – autoencoders and generative adversarial networks.
2 versions
Latest release: over 3 years ago
346 downloads last month

Papers Mentioning imap 1

10.1186/1471-2105-12-61
A lightweight, flow-based toolkit for parallel and distributed bioinformatics pipelines
Cited by: 10
Author(s): Marcin Cieślik, Cameron Mura
Software Mentions: 4
Published: over 13 years ago