Author

Simeone Marino

Michigan MedicineORCID 0000-0002-0051-8198Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Animal Behavior & Cognition· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:experimental assay· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Ivo D. DinoviD· 2 shared Anjesh GhimireiD· 1 shared Antwan Green· 1 shared Arthur W. TogaiD· 1 shared Brandon C. CummingsiD· 1 shared Brendon O. WatsoniD· 1 shared Chen YangiD· 1 shared David KimiD· 1 shared

Activity by Year

2020-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 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 papersAnimal Behavior & Cognition

Ivo D. DinovORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Animal Behavior & CognitionScientific ReportsPeer-reviewedSep 2, 2026

Mouse Bio-behavioral Phenotyping Using a Digital Homecage Framework for Long-timescale, High-resolution, and Multi-factor Data Collection and Analytics

Nicolette Ognjanovski, Anjesh Ghimire, Pho J. Hale…·Brendon O. Watson

The paper introduces a Digital Homecage system for long-term, high-resolution behavioral and physiological monitoring in mice, revealing circadian patterns and enabling longitudinal analysis of chronic conditions.

DOI 10.1038/s41598-026-69041-0

mouseimaging

𝕏 PostBluesky

BioinformaticsPLoS ONEPeer-reviewedAug 28, 2020

Compressive Big Data Analytics: An Ensemble Meta-Algorithm for High-dimensional Multisource Datasets

Simeone Marino, Yi Zhao, Nina Zhou…·Ivo D. Dinov

This paper introduces an improved version of the CBDA algorithm for handling high-dimensional multisource datasets, validated on synthetic and real-world health data.

14 citations

machine learning (classical)benchmarking

𝕏 PostBluesky