Author

Mario Sola

Purdue University West LafayetteORCID 0009-0006-2689-2889Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Pathology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:imaging· 2 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Ananth Y. GramaiD· 2 shared Luopin WangiD· 2 shared Mengbo WangiD· 2 shared Nadia A. LanmaniD· 2 shared Shourya VermaiD· 2 shared Abigail D. CoxiD· 1 shared Abigail English· 1 shared Aditya MalusareiD· 1 shared

Activity by Year

2025-2026 · 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

2 shared papersBioinformatics

Ananth Y. GramaORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJun 12, 2026

Generating Joint Transcriptomic and Morphological Responses to Drug Perturbations via Rectified Flow

Shourya Verma, Mengbo Wang, Luopin Wang…·Nadia A. Lanman

PertFlow jointly predicts gene expression and cellular morphology from drug perturbations, achieving high correlation and expert-rated image similarity.

2 citations

humanbulk RNA-seq

𝕏 PostBluesky

PathologybioRxivPreprintNov 2, 2025

AnnotateAnyCell: Open-Source AI Framework for Efficient Annotation in Digital Pathology

Shourya Verma, Aditya Malusare, Mengbo Wang…·Nadia A. Lanman

AnnotateAnyCell reduces annotation time for histopathological images by 25% using a semi-supervised framework with active contrastive learning and human-in-the-loop feedback.

DOI 10.1101/2025.11.02.686114

imagingcontrastive learning

𝕏 PostBluesky