Author

Helen A. Rowland

University of Oxford

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

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Research Focus:differential expression· 2 Assay:imaging· 2 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1

Frequent Co-Authors

Alejo J. Nevado‐HolgadoiD· 2 shared Andrey KormilitziniD· 2 shared Elena M. RibéiD· 2 shared Noel J. BuckleyiD· 2 shared Adrià Dangla-VallsiD· 1 shared Alan J. ThomasiD· 1 shared Anne HedegaardiD· 1 shared Basil H. RidhaiD· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBioinformatics

Alejo J. Nevado‐HolgadoORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Deep learning-based cell profiling based on neuronal morphology

Qiang Liu, Francesca J. Nicholls, Helen A. Rowland, Adrià Dangla-Valls, Shuhan Li, Yi Zhang, Piotr Kalinowski, Elena M. Ribé, Jamie L. Ifkovits, Sanjay Kumar, Cuong Q. Nguyen, Alejo J. Nevado‐Holgado, Noel J. Buckley, Andrey Kormilitzin

This study uses deep learning to profile neuronal morphology changes caused by Aβ1-42, achieving higher accuracy than traditional feature-based methods.

bioRxiv · Jul 23, 2023 · PreprintBioinformatics

iPSC-Astrocyte morphology reflects patient clinical markers

Helen A. Rowland, Georgina Miller, Qiang Liu, Nicola R Sharp, Bryan Ng, Liting Wei, Kanisa Arunasalam, Ivan G. Koychev, Anne Hedegaard, Elena M. Ribé, Dennis Chan, Tharani Chessell, Ece Kocagöncü, Jennifer Lawson, Paresh Malhotra, , Noel J. Buckley

This study shows iPSC-derived astrocytes from AD patients reflect key pathophysiological features, offering a new model for AD research and therapeutic screening.

bioRxiv · Jul 15, 2023 · PreprintNeuroscience