Author

Emily Shea

Boston Children's Hospital

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

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Neuroscience· 1

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Clifford J. WoolfiD· 1 shared Elke Bentley· 1 shared Keunjung HeoiD· 1 shared Natalie MacKinnon-Booth· 1 shared Omer BarkaiiD· 1 shared Radhesh K Gupta· 1 shared Xiangsunze Zeng· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Clifford J. WoolfORCID

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1 paper

Recent·Most cited

Machine learning behavioral analysis reveals cervical instability as an early biomarker of Amyotrophic Lateral Sclerosis

Omer Barkai, Xiangsunze Zeng, Keunjung Heo, Radhesh K Gupta, Natalie MacKinnon-Booth, Elke Bentley, Emily Shea, Clifford J. Woolf

This paper uses machine learning to detect early cervical instability in ALS mice, identifying it as a behavioral biomarker for early disease detection.

bioRxiv · Sep 29, 2025 · PreprintNeuroscience