Author

Melanie Marcille

Weill Cornell Medicine

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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Organism:human· 2 Assay:imaging· 2 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Susan A. GauthieriD· 2 shared Thanh Duc NguyeniD· 2 shared Amy F. KuceyeskiiD· 1 shared Ceren TozluiD· 1 shared Elizabeth M. SweeneyiD· 1 shared Emily DemmoniD· 1 shared Emily R. OlafsoniD· 1 shared Hang ZhangiD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 30 mutual co-author links

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2 shared papersNeuroscience

Susan A. GauthierORCID

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2 papers

Recent·Most cited

The sequence of regional structural disconnectivity due to multiple sclerosis lesions

Ceren Tozlu, Emily R. Olafson, Keith Wakefield Jamison, Emily Demmon, Ulrike W. Kaunzner, Melanie Marcille, Nicole Zinger, Nara Miriam Michaelson, Neha Safi, Thanh Duc Nguyen, Susan A. Gauthier, Amy F. Kuceyeski

The paper identifies early structural disconnection biomarkers in multiple sclerosis linked to disability and cognitive impairment progression.

Brain Communications · Jan 1, 2023Peer-reviewedNeuroscience

QSMRim-Net: Imbalance-Aware Learning for Identification of Chronic Active Multiple Sclerosis Lesions on Quantitative Susceptibility Maps

Hang Zhang, Thanh Duc Nguyen, Jinwei Zhang, Melanie Marcille, Pascal Spincemaille, Yi Wang, Susan A. Gauthier, Elizabeth M. Sweeney

QSMRim-Net is a deep learning model that identifies chronic active multiple sclerosis lesions on QSM images by addressing class imbalance, achieving high accuracy and correlation with expert annotations.

NeuroImage Clinical · Jan 1, 2022Peer-reviewedBioinformatics