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Lista de obras de Anthony Gitter

A network-based approach for predicting missing pathway interactions

artículo científico publicado en 2012

An Open-Publishing Response to the COVID-19 Infodemic

Backup in gene regulatory networks explains differences between binding and knockout results.

scientific article published on 16 June 2009

CBioC: beyond a prototype for collaborative annotation of molecular interactions from the literature.

artículo científico publicado en 2007

Classifying T cell activity in autofluorescence intensity images with convolutional neural networks

artículo científico publicado en 2019

Computational methods for analyzing dynamic regulatory networks

artículo científico publicado en 2010

Computationally efficient measure of topological redundancy of biological and social networks.

artículo científico publicado en 2011

DREM 2.0: Improved reconstruction of dynamic regulatory networks from time-series expression data

artículo científico publicado en 2012

Discovering pathways by orienting edges in protein interaction networks

artículo científico publicado en 2010

Identifying proteins controlling key disease signaling pathways

artículo científico publicado en 2013

Inferring signaling pathways with probabilistic programming

scientific article published on 01 December 2020

Integrated systems biology analysis of KSHV latent infection reveals viral induction and reliance on peroxisome mediated lipid metabolism.

artículo científico publicado en 2017

Lag penalized weighted correlation for time series clustering

scientific article published on 16 January 2020

Learning Drug Functions from Chemical Structures with Convolutional Neural Networks and Random Forests

artículo científico publicado en 2019

Linking the signaling cascades and dynamic regulatory networks controlling stress responses

artículo científico publicado en 2012

Multitask learning of signaling and regulatory networks with application to studying human response to flu

artículo científico publicado en 2014

Network inference reveals novel connections in pathways regulating growth and defense in the yeast salt response.

artículo científico publicado en 2018

Network inference with Granger causality ensembles on single-cell transcriptomics

scientific article published on 01 February 2022

Network-Based Interpretation of Diverse High-Throughput Datasets through the Omics Integrator Software Package

artículo científico publicado en 2016

Open collaborative writing with Manubot

artículo científico publicado en 2019

Opportunities And Obstacles For Deep Learning In Biology And Medicine

scholarly article published 28 May 2017

Opportunities and obstacles for deep learning in biology and medicine.

artículo científico publicado en 2018

Practical Model Selection for Prospective Virtual Screening

scientific article published on 18 December 2018

Predicting kinase inhibitors using bioactivity matrix derived informer sets

artículo científico publicado en 2019

Sharing information to reconstruct patient-specific pathways in heterogeneous diseases

scientific article published on January 2014

Studying and modelling dynamic biological processes using time-series gene expression data

artículo científico publicado en 2012

Synthesizing Signaling Pathways from Temporal Phosphoproteomic Data

scientific article published on 01 September 2018

Ten quick tips for deep learning in biology

artículo científico publicado en 2022

The SDREM Method for Reconstructing Signaling and Regulatory Response Networks: Applications for Studying Disease Progression.

artículo científico publicado en 2016