Author

Mallar M Chakravarty

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Genetics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Research Focus:GWAS / association mapping· 1 Assay:imaging· 1

Frequent Co-Authors

Aaron F. Alexander‐BlochiD· 1 shared Aiden Peter CorviniD· 1 shared Ali GholipouriD· 1 shared Andrea Parolin JackowskiiD· 1 shared Andreas HeinziD· 1 shared Anthony David EdwardsiD· 1 shared Ariosky Areces-Gonzalez· 1 shared Avram J. HolmesiD· 1 shared

Activity by Year

2015-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 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

1 shared paperBioinformatics

Aaron F. Alexander‐BlochORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

dGAMLSS: An exact, distributed algorithm to fit Generalized Additive Models for Location, Scale, and Shape for privacy-preserving population reference charts

Fengling Hu, Jiayi Tong, Margaret Gardner, Chris L. Adamson, Sophie Adler, Aaron F. Alexander‐Bloch, Evdokia Anagnostou, Kevin M Anderson, Ariosky Areces-Gonzalez, Duncan Edward Astle, Bonnie Auyeung, Muhammad Ayub, Jong Bin Bae, Gareth Ball, Simon Baron‐Cohen, , Jiao Li

The paper introduces dGAMLSS, a distributed algorithm for fitting GAMLSS models to construct population reference charts without sharing patient data.

Bioinformatics · Dec 24, 2025Peer-reviewedBioinformatics

Novel bioinformatics approach to investigate quantitative phenotype-genotype associations in neuroimaging studies

Sejal Patel, Min Tae M Park, Mallar M Chakravarty, Jo Knight

This paper introduces a method using Gene Ontology and stratified false discovery rate to prioritize genes for GWAS of hippocampal volume in Alzheimer's Disease Neuroimaging Initiative data.

bioRxiv · Feb 10, 2015 · PreprintGenetics