Misuse Detection via a Novel Hybrid System. - Ali Foroughifar; Mohammad Saniee Abadeh; Abdolhamid Momenzadeh; Maziyar Baran Pouyan (EMS, 2009)

A Novel Fuzzy Genetic Annealing Classification Approach. - Maziyar Baran Pouyan; Hamid Mohamadi; Mohammad Saniee Abadeh; Ali Foroughifar (EMS, 2009)

Detecting high-risk regions for pressure ulcer risk assessment. - Masoud Farshbaf; Rasoul Yousefi; Maziyar Baran Pouyan; Sarah Ostadabbas; Mehrdad Nourani; Matthew Pompeo (BIBM, 2013)

Continuous eight-posture classification for bed-bound patients. - Maziyar Baran Pouyan; Sarah Ostadabbas; Masoud Farshbaf; Rasoul Yousefi; Mehrdad Nourani; Matthew Pompeo (BMEI, 2013)

In-bed posture classification and limb identification. - Sarah Ostadabbas; Maziyar Baran Pouyan; Mehrdad Nourani; Nasser Kehtarnavaz (BioCAS, 2014)

A wrist-worn biosensor system for assessment of neurological status. - Diana Cogan; Maziyar Baran Pouyan; Mehrdad Nourani; Jay Harvey (EMBC, 2014)

Classifying bed inclination using pressure images. - Maziyar Baran Pouyan; Sarah Ostadabbas; Mehrdad Nourani; Matthew Pompeo (EMBC, 2014)

A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification. - Maziyar Baran Pouyan; Rasoul Yousefi; Sarah Ostadabbas; Mehrdad Nourani (FLAIRS, 2014)

A two-stage clustering technique for automatic biaxial gating of flow cytometry data. - Maziyar Baran Pouyan; Vasu Jindal; Javad Birjandtalab; Mehrdad Nourani (BIBM, 2015)

A clustering hybrid method to identify cellular populations and their phenotypic signatures. - Maziyar Baran Pouyan; Vasu Jindal; Mehrdad Nourani (BioCAS, 2015)

Sleep state classification using pressure sensor mats. - Maziyar Baran Pouyan; Mehrdad Nourani; Matthew Pompeo (EMBC, 2015)

Clustering-based limb identification for pressure ulcer risk assessment. - Maziyar Baran Pouyan; Mehrdad Nourani; Matthew Pompeo (EMBC, 2015)

Flow-SNE: A New Approach for Flow Cytometry Clustering and Visualization. - Maziyar Baran Pouyan; Mehrdad Nourani (ICHI, 2015)

Nonlinear dimension reduction for EEG-based epileptic seizure detection. - Javad Birjandtalab; Maziyar Baran Pouyan; Mehrdad Nourani (BHI, 2016)

An unsupervised subject identification technique using EEG signals. - Javad Birjandtalab; Maziyar Baran Pouyan; Mehrdad Nourani (EMBC, 2016)

An adaptive deep learning approach for PPG-based identification. - Vasu Jindal; Javad Birjandtalab; Maziyar Baran Pouyan; Mehrdad Nourani (EMBC, 2016)

Distance metric learning using random forest for cytometry data. - Maziyar Baran Pouyan; Javad Birjandtalab; Mehrdad Nourani (EMBC, 2016)

A Non-EEG Biosignals Dataset for Assessment and Visualization of Neurological Status. - Javad Birjandtalab; Diana Cogan; Maziyar Baran Pouyan; Mehrdad Nourani (SiPS, 2016)

Automatic limb identification and sleeping parameters assessment for pressure ulcer prevention. - Maziyar Baran Pouyan; Javad Birjandtalab; Mehrdad Nourani; Matthew Pompeo (Comput. Biol. Medicine, 2016)

Clinical Outcome Prediction Using Single-Cell Data. - Maziyar Baran Pouyan; Vasu Jindal; Mehrdad Nourani (IEEE Trans. Biomed. Circuits Syst., 2016)

Gaits analysis using pressure image for subject identification. - Mehrdad Heydarzadeh; Javad Birjandtalab; Maziyar Baran Pouyan; Mehrdad Nourani; Sarah Ostadabbas (BHI, 2017)

A pressure map dataset for posture and subject analytics. - Maziyar Baran Pouyan; Javad Birjandtalab; Mehrdad Heydarzadeh; Mehrdad Nourani; Sarah Ostadabbas (BHI, 2017)

Automated seizure detection using limited-channel EEG and non-linear dimension reduction. - Javad Birjandtalab; Maziyar Baran Pouyan; Diana Cogan; Mehrdad Nourani; Jay Harvey (Comput. Biol. Medicine, 2017)

Identifying Cell Populations in Flow Cytometry Data Using Phenotypic Signatures. - Maziyar Baran Pouyan; Mehrdad Nourani (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Clustering Single-Cell Expression Data Using Random Forest Graphs. - Maziyar Baran Pouyan; Mehrdad Nourani (IEEE J. Biomed. Health Informatics, 2017)

Random forest based similarity learning for single cell RNA sequencing data. - Maziyar Baran Pouyan; Dennis Kostka (Bioinform., 2018)

Acoustical Emission Analysis by Unsupervised Graph Mining: A Novel Biomarker of Knee Health Status. - Sinan Hersek; Maziyar Baran Pouyan; Caitlin N. Teague; Michael N. Sawka; Mindy L. Millard-Stafford; Geza F. Kogler; Paul Wolkoff; Omer T. Inan (IEEE Trans. Biomed. Eng., 2018)

Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements. - Saeideh Shahrokh Esfahani; Michael J. Cafarella; Maziyar Baran Pouyan; Gregory J. DeAngelo; Elena Eneva; Andy E. Fano (ACL (1), 2019)

Detecting Suspected Pump Thrombosis in Left Ventricular Assist Devices via Acoustic Analysis. - Beren Semiz; Sinan Hersek; Maziyar Baran Pouyan; Cynthia Partida; Leticia Blazquez-Arroyo; Van Selby; Georg Wieselthaler; James M. Rehg; Liviu Klein; Omer T. Inan (IEEE J. Biomed. Health Informatics, 2020)

Non-negative Independent Factor Analysis disentangles discrete and continuous sources of variation in scRNA-seq data. - Weiguang Mao; Maziyar Baran Pouyan; Dennis Kostka; Maria Chikina (Bioinform., 2022)

Temporal Shift Module (TSM) Based Automatic Fall Detection with Bounding Box Grounding. - Mohan Singh Aditya; Sowmya Rasipuram; Anutosh Maitra; Maziyar Baran Pouyan (EMBC, 2023)

Enhanced single-cell RNA-seq embedding through gene expression and data-driven gene-gene interaction integration. - Hojjat Torabi Goudarzi; Maziyar Baran Pouyan (Comput. Biol. Medicine, 2025)

SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues. - Martin Kuo; Jianyi Zhang; Aolin Ding; Louis DiValentin; Amin Hass; Benjamin F. Morris III; Isaac Jacobson; Randolph Linderman; James Kiessling; Nicolas Ramos; Bhavna Gopal; Maziyar Baran Pouyan; et al. (CoRR, 2025)