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BMCBI
2016
54views more  BMCBI 2016»
8 years 22 days ago
BayesFlow: latent modeling of flow cytometry cell populations
Background: Flow cytometry is a widespread single-cell measurement technology with a multitude of clinical and research applications. Interpretation of flow cytometry data is hard...
Kerstin Johnsson, Jonas Wallin, Magnus Fontes
BMCBI
2016
101views more  BMCBI 2016»
8 years 22 days ago
Broadwick: a framework for computational epidemiology
Background: Modelling disease outbreaks often involves integrating the wealth of data that are gathered during modern outbreaks into complex mathematical or computational models o...
Anthony O'Hare, Samantha Lycett, Thomas Doherty, L...
BMCBI
2016
41views more  BMCBI 2016»
8 years 22 days ago
Weakly supervised learning of biomedical information extraction from curated data
Suvir Jain, Kashyap R., Tsung-Ting Kuo, Shitij Bha...
BMCBI
2016
54views more  BMCBI 2016»
8 years 22 days ago
A two-layer integration framework for protein complex detection
Background: Protein complexes carry out nearly all signaling and functional processes within cells. The study of protein complexes is an effective strategy to analyze cellular fun...
Le Ou-Yang, Min Wu, Xiao-Fei Zhang, Dao-Qing Dai, ...
BMCBI
2016
61views more  BMCBI 2016»
8 years 22 days ago
Diffany: an ontology-driven framework to infer, visualise and analyse differential molecular networks
Background: Differential networks have recently been introduced as a powerful way to study the dynamic rewiring capabilities of an interactome in response to changing environmenta...
Sofie Van Landeghem, Thomas Van Parys, Marieke Dub...
BMCBI
2016
63views more  BMCBI 2016»
8 years 22 days ago
MS3ALIGN: an efficient molecular surface aligner using the topology of surface curvature
Background: Aligning similar molecular structures is an important step in the process of bio-molecular structure and function analysis. Molecular surfaces are simple representatio...
Nithin Shivashankar, Sonali Patil, Amrisha Bhosle,...
BMCBI
2016
50views more  BMCBI 2016»
8 years 22 days ago
CP-CHARM: segmentation-free image classification made accessible
Background: Automated classification using machine learning often relies on features derived from segmenting individual objects, which can be difficult to automate. WND-CHARM is a...
Virginie Uhlmann, Shantanu Singh, Anne E. Carpente...
BMCBI
2016
60views more  BMCBI 2016»
8 years 22 days ago
MetaCRAM: an integrated pipeline for metagenomic taxonomy identification and compression
Background: Metagenomics is a genomics research discipline devoted to the study of microbial communities in environmental samples and human and animal organs and tissues. Sequence...
MinJi Kim, Xiejia Zhang, Jonathan G. Ligo, Farzad ...