Sleep EMG analysis using sparse signal representation and classification. - Mehrnaz Shokrollahi; Sridhar Krishnan 001 (EMBC, 2012)

Non-negative matrix factorization and sparse representation for sleep signal classification. - Mehrnaz Shokrollahi; Sridhar Krishnan 001 (EMBC, 2013)

Snoring sound classification from respiratory signal. - Mehrnaz Shokrollahi; Shumit Saha; Peyman Hadi; Frank Rudzicz; Azadeh Yadollahi (EMBC, 2016)

Nonnegative matrix factorization and sparse representation for the automated detection of periodic limb movements in sleep. - Mehrnaz Shokrollahi; Sridhar Krishnan 001; Dustin D. Dopsa; Ryan T. Muir; Sandra E. Black; Richard H. Swartz; Brian J. Murray; Mark I. Boulos (Medical Biol. Eng. Comput., 2016)

Non-stationary signal feature characterization using adaptive dictionaries and non-negative matrix factorization. - Mehrnaz Shokrollahi; Sridhar Krishnan 001 (Signal Image Video Process., 2016)

A novel approach for acoustic estimation of neck fluid volume between men and women. - Mehrnaz Shokrollahi; Frank Rudzicz; Daniel Vena; T. Douglas Bradley; Azadeh Yadollahi (Medical Biol. Eng. Comput., 2018)