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List of works by Rui Liu

Autoreservoir computing for multistep ahead prediction based on the spatiotemporal information transformation

scientific article published on 11 September 2020

Cerebrospinal fluid protein dynamic driver network: At the crossroads of brain tumorigenesis

scientific article published on 14 May 2015

Detecting critical state before phase transition of complex biological systems by hidden Markov model.

scientific article published on 19 March 2016

Detecting early-warning signals of influenza outbreak based on dynamic network marker

scientific article published on 19 October 2018

Detecting tissue-specific early warning signals for complex diseases based on dynamical network biomarkers: study of type 2 diabetes by cross-tissue analysis.

scientific article published on 25 April 2013

Hunt for the tipping point during endocrine resistance process in breast cancer by dynamic network biomarkers

scientific article published on 01 August 2019

Identifying Critical State of Complex Diseases by Single-Sample-Based Hidden Markov Model

scientific article published on 04 April 2019

Identifying critical state of complex diseases by single-sample Kullback-Leibler divergence

scientific article published on 28 January 2020

Intrinsic entropy model for feature selection of scRNA-seq data

scientific article published on 01 June 2022

NLP based congestive heart failure case finding: A prospective analysis on statewide electronic medical records.

scientific article published on 2 July 2015

Quantifying critical states of complex diseases using single-sample dynamic network biomarkers

scientific article

Rapid diagnosis and comprehensive bacteria profiling of sepsis based on cell-free DNA

scientific article published on 06 January 2020

Real-Time Forecast of Influenza Outbreak Using Dynamic Network Marker Based on Minimum Spanning Tree

scientific article published on 01 October 2020

Single-sample landscape entropy reveals the imminent phase transition during disease progression

scientific article published on 01 March 2020

TPD: a web tool for tipping-point detection based on dynamic network biomarker

scientific article published in 2022

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