John Muschelli

Assistant Scientist


Research output per year

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Research Output

An improved algorithm of white matter hyperintensity detection in elderly adults

Ding, T., Cohen, A. D., O'Connor, E. E., Karim, H. T., Crainiceanu, A., Muschelli, J., Lopez, O., Klunk, W. E., Aizenstein, H. J., Krafty, R., Crainiceanu, C. M. & Tudorascu, D. L., 2020, In : NeuroImage: Clinical. 25, 102151.

Research output: Contribution to journalArticle

Open Access
  • Relationship of White Matter Lesions with Intracerebral Hemorrhage Expansion and Functional Outcome: MISTIE II and CLEAR III

    For the MISTIE and CLEAR Investigators, Jan 1 2020, (Accepted/In press) In : Neurocritical care.

    Research output: Contribution to journalArticle

  • 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
  • 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