Author

Neil Peinado

University of California, Los AngelesORCID 0000-0002-1231-5339Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Developmental Biology· 2

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Anthony SantellaiD· 1 shared Changgong LiiD· 1 shared Evelyn TraniD· 1 shared Fan GaoiD· 1 shared GoleNaz Adeli Kohbodi· 1 shared Gunalan Natesan· 1 shared Matthew Waliman· 1 shared Parviz MinooiD· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperDevelopmental Biology

Anthony SantellaORCID

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2 papers

Recent·Most cited

Developmental BiologyGeneticsPeer-reviewedAug 14, 2024

Automated Cell Lineage Reconstruction using Label-Free 4D Microscopy

Matthew Waliman, Ryan L Johnson, Gunalan Natesan…·Pavak Kirit Shah

This paper introduces embGAN, a deep learning pipeline for automated cell detection and tracking in label-free 3D time-lapse imaging without manual annotation.

7 citations

imagingdeep learning

𝕏 PostBluesky

Developmental BiologyeLifePeer-reviewedOct 10, 2022

Decoding the IGF1 Signaling Gene Regulatory Network Behind Alveologenesis from A Mouse Model of Bronchopulmonary Dysplasia

Fan Gao, Changgong Li, SM Smith…·Parviz Minoo

The paper constructs a gene regulatory network (GRN) for alveologenesis in a mouse model of BPD, revealing how IGF1 signaling regulates lung development and identifies potential therapeutic targets.

10 citations

mousebulk RNA-seq

𝕏 PostBluesky