John Muschelli

Assistant Scientist

20112019
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Fingerprint Dive into the research topics where John Muschelli is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 9 Similar Profiles
Cerebral Hemorrhage Medicine & Life Sciences
Magnetic Resonance Imaging Medicine & Life Sciences
Tissue Plasminogen Activator Medicine & Life Sciences
Hemorrhage Medicine & Life Sciences
Multiple Sclerosis Medicine & Life Sciences
Minimally Invasive Surgical Procedures Medicine & Life Sciences
Brain Medicine & Life Sciences
Attention Deficit Disorder with Hyperactivity Medicine & Life Sciences

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Research Output 2011 2019

  • 39 Article
  • 1 Conference contribution

crsra: A learning analytics tool for understanding student behaviour in massive open online courses

Hadavand, A., Muschelli, J. & Leek, J., Aug 5 2019, In : Journal of Learning Analytics. 6, 2, p. 140-152 13 p.

Research output: Contribution to journalArticle

Open Access
Students
learning
student
Education
popularity

MIMoSA: An Approach to automatically segment T2 hyperintense and T1 hypointense lesions in multiple sclerosis

Valcarcel, A. M., Linn, K. A., Khalid, F., Vandekar, S. N., Tauhid, S., Satterthwaite, T. D., Muschelli, J., Bakshi, R. & Shinohara, R. T., Jan 1 2019, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Reyes, M., Crimi, A., van Walsum, T., Keyvan, F., Bakas, S. & Kuijf, H. (eds.). Springer Verlag, p. 47-56 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11383 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiple Sclerosis
Magnetic Resonance Imaging
Magnetic resonance imaging
Segmentation
Dice

Neuroconductor: an R platform for medical imaging analysis

Muschelli, J., Gherman, A., Fortin, J. P., Avants, B., Whitcher, B., Clayden, J. D., Caffo, B. S. & Crainiceanu, C. M., Apr 1 2019, In : Biostatistics (Oxford, England). 20, 2, p. 218-239 22 p.

Research output: Contribution to journalArticle

Medical Imaging
Software
Computational Imaging
Testing
Software Quality

A dual modeling approach to automatic segmentation of cerebral T2 hyperintensities and T1 black holes in multiple sclerosis

Valcarcel, A. M., Linn, K. A., Khalid, F., Vandekar, S. N., Tauhid, S., Satterthwaite, T. D., Muschelli, J., Martin, M. L., Bakshi, R. & Shinohara, R. T., Jan 1 2018, In : NeuroImage: Clinical. 20, p. 1211-1221 11 p.

Research output: Contribution to journalArticle

Multiple Sclerosis
Area Under Curve
Magnetic Resonance Imaging
Sequence Inversion
Nervous System

Freesurfer: Connecting the Freesurfer software with R [version 1; referees: 2 approved]

Muschelli, J., Sweeney, E. & Crainiceanu, C. M., Jan 1 2018, In : F1000Research. 7, 599.

Research output: Contribution to journalArticle

Brain
Software
Neuroimaging
Software packages
Interfaces (computer)