Author

Arnold Mitnitski

Dalhousie UniversityORCID 0000-0003-4596-2847Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Systems Biology· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:human· 2 Approach:statistical model· 2 Research Focus:trajectory inference· 1

Frequent Co-Authors

Andrew D. RutenbergiD· 2 shared Kenneth J. RockwoodiD· 2 shared Olga TheouiD· 1 shared Spencer Farrell· 1 shared Spencer G. Farrell· 1 shared

Activity by Year

2018-2020 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersSystems Biology

Andrew D. RutenbergORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Systems BiologyScientific ReportsPeer-reviewedNov 16, 2020

Generating synthetic aging trajectories with a weighted network model using cross-sectional data

Spencer Farrell, Arnold Mitnitski, Kenneth J. Rockwood, Andrew D. Rutenberg

This paper develops a weighted network model to generate synthetic aging trajectories from cross-sectional health data, showing good agreement with observed mortality and health characteristics.

13 citations

humanstatistical model

𝕏 PostBluesky

Systems BiologyPhysical review. EPeer-reviewedSep 10, 2018

Probing the network structure of health deficits in human aging

Spencer G. Farrell, Arnold Mitnitski, Olga Theou…·Andrew D. Rutenberg

The paper models human aging as a stochastic network of health attributes and shows that network structure influences the recovery of observational health data.

21 citations

humanstatistical model

𝕏 PostBluesky