Soha Hassoun

Soha Hassoun
Alma materSouth Dakota State University (BSEE)

Massachusetts Institute of Technology (MS)

University of Washington (PhD)
Scientific career
FieldsMachine learning and systems biology
InstitutionsTufts University
Websitehttps://www.cs.tufts.edu/~soha/

Soha Hassoun is American computer scientist. She is Professor (since 2015) and Past Chair (2013–2016) of the Department of Computer Science at Tufts University. Hassoun's interests lie at the intersection of machine learning and systems biology.[1][2][3][4]

  1. ^ Visani, Gian Marco; Hughes, Michael C.; Hassoun, Soha (2021). "Enzyme promiscuity prediction using hierarchy-informed multi-label classification". Bioinformatics. 37 (14): 2017–2024. doi:10.1093/bioinformatics/btab054. PMC 8337005. PMID 33515234.
  2. ^ Jiang, Julie; Liu, Li-Ping; Hassoun, Soha (2021). "Learning graph representations of biochemical networks and its application to enzymatic link prediction". Bioinformatics. 37 (6): 793–799. doi:10.1093/bioinformatics/btaa881. PMC 8097755. PMID 33051674.
  3. ^ Hosseini, Ramtin; Hassanpour, Neda; Liu, Li-Ping; Hassoun, Soha (May 2020). "Pathway-Activity Likelihood Analysis and Metabolite Annotation for Untargeted Metabolomics Using Probabilistic Modeling". Metabolites. 10 (5): 183. doi:10.3390/metabo10050183. PMC 7281100. PMID 32375258.
  4. ^ Liu, Linfeng; Hughes, Michael C.; Hassoun, Soha; Liu, Liping (2021-07-01). "Stochastic Iterative Graph Matching". International Conference on Machine Learning. PMLR: 6815–6825. arXiv:2106.02206.