Author

Graham W. Bachman

Washington University in St. LouisORCID 0009-0008-2890-3005Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Organism:human· 2 Assay:imaging· 2 Research Focus:cell-cell communication· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Colin L. KremitzkiiD· 2 shared Jason E. WaligorskiiD· 2 shared Lina Mohammed AliiD· 2 shared Purva PateliD· 2 shared William BuchseriD· 2 shared Dhruv MatheriD· 1 shared Jeffrey MilbrandtiD· 1 shared John C. BramleyiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

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2 shared papersGenetics

Colin L. KremitzkiORCID

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2 papers

Recent·Most cited

Geneticsnpj ImagingPeer-reviewedAug 1, 2025

Pathogenic Morphological Signatures of Perturbations in Mitochondrial-Related Genes Revealed by Pooled Imaging Assay

Colin L. Kremitzki, Jason E. Waligorski, Graham W. Bachman…·William Buchser

The paper identifies mitochondrial-related genes critical for morphology using a pooled imaging assay and reveals pathogenic variants associated with mitochondrial aggregation.

2 citations

humanimaging

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NeuroscienceDiscover Artificial IntelligencePeer-reviewedNov 29, 2024

Classification of iPSC-Derived Cultures Using Convolutional Neural Networks to Identify Single Differentiated Neurons for Isolation or Measurement

Purva Patel, Lina Mohammed Ali, Uma Kaushik…·William Buchser

The paper presents a CNN-based model for identifying single neurons in iPSC-derived cultures with high accuracy, and demonstrates its applicability to other cell types.

DOI 10.1007/s44163-024-00206-4

humanimaging

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