Seamus Mawe, B.A.

Research Data Analyst I

High Throughput Image analysis of histological data.

My B.A. from the University of Vermont is in Pure Mathematics. I joined Jax Computational Sciences in 2020 as a Research Assistant and became a Research Data Analyst in 2022. My primary area of expertise is in image analysis using deep neural networks in Python and Julia with a focus on histological images. I am currently pursuing an M.S. in Data Science from the Roux Institute at Northeastern.

Seamus Mawe on ORCID

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Selected Publications

36 Hernan AE, Mahoney JM, Curry W, Mawe S, Scott RC. Fine Spike Timing in Hippocampal-Prefrontal Ensembles Predicts Poor Encoding and Underlies Behavioral Performance in Healthy and Malformed Brains. Cereb Cortex. 2021 Jan 1; 31(1):147-158
27 Correia C, Mawe S, Lofgren S, Marangoni RG, Lee J, Saber R, Aren K, Cheng M, Teaw S, Hoffmann A, Goldberg I, Cowper SE, Khatri P, Hinchcliff M, Mahoney JM. High-throughput quantitative histology in systemic sclerosis skin disease using computer vision. Arthritis Res Ther. 2020 Mar 14; 22(1):48
0 Sprouse Blum AS, Lavoie B, Haag M, Mawe SM, Tolner EA, van den Maagdenberg AMJM, Chen SP, Eikermann-Haerter K, Ptáček L, Mawe GM, Shapiro RE. No Gastrointestinal Dysmotility in Transgenic Mouse Models of Migraine. Headache. 2020 Feb; 60(2):396-404
22 Sheehan S, Mawe S, Cianciolo RE, Korstanje R, Mahoney JM. Detection and Classification of Novel Renal Histologic Phenotypes Using Deep Neural Networks. Am J Pathol. 2019 Sep; 189(9):1786-1796
38 Spear ET, Holt EA, Joyce EJ, Haag MM, Mawe SM, Hennig GW, Lavoie B, Applebee AM, Teuscher C, Mawe GM. Altered gastrointestinal motility involving autoantibodies in the experimental autoimmune encephalomyelitis model of multiple sclerosis. Neurogastroenterol Motil. 2018 Sep; 30(9):e13349

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Seamus Mawe, B.A.

Research Data Analyst I

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Selected Publications