Maziyar Baran Pouyan

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 18

Top Topics

Dimension Reduction

Language Modeling

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Mohan Singh Aditya, Sowmya Rasipuram, Anutosh Maitra, Maziyar Baran Pouyan
Temporal Shift Module (TSM) Based Automatic Fall Detection with Bounding Box Grounding. EMBC (2023)
Weiguang Mao, Maziyar Baran Pouyan, Dennis Kostka, Maria Chikina
Non-negative Independent Factor Analysis disentangles discrete and continuous sources of variation in scRNA-seq data. Bioinform. 38 (10) (2022)
Beren Semiz, Sinan Hersek, Maziyar Baran Pouyan, Cynthia Partida, Leticia Blazquez-Arroyo, Van Selby, Georg Wieselthaler, James M. Rehg, Liviu Klein, Omer T. Inan
Detecting Suspected Pump Thrombosis in Left Ventricular Assist Devices via Acoustic Analysis. IEEE J. Biomed. Health Informatics 24 (7) (2020)
Saeideh Shahrokh Esfahani, Michael J. Cafarella, Maziyar Baran Pouyan, Gregory J. DeAngelo, Elena Eneva, Andy E. Fano
Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements. ACL (1) (2019)
Maziyar Baran Pouyan, Dennis Kostka
Random forest based similarity learning for single cell RNA sequencing data. Bioinform. 34 (13) (2018)
Sinan Hersek, Maziyar Baran Pouyan, Caitlin N. Teague, Michael N. Sawka, Mindy L. Millard-Stafford, Geza F. Kogler, Paul Wolkoff, Omer T. Inan
Acoustical Emission Analysis by Unsupervised Graph Mining: A Novel Biomarker of Knee Health Status. IEEE Trans. Biomed. Eng. 65 (6) (2018)
Javad Birjandtalab, Maziyar Baran Pouyan, Diana Cogan, Mehrdad Nourani, Jay Harvey
Automated seizure detection using limited-channel EEG and non-linear dimension reduction. Comput. Biol. Medicine 82 (2017)
Mehrdad Heydarzadeh, Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani, Sarah Ostadabbas
Gaits analysis using pressure image for subject identification. BHI (2017)
Maziyar Baran Pouyan, Javad Birjandtalab, Mehrdad Heydarzadeh, Mehrdad Nourani, Sarah Ostadabbas
A pressure map dataset for posture and subject analytics. BHI (2017)
Maziyar Baran Pouyan, Mehrdad Nourani
Clustering Single-Cell Expression Data Using Random Forest Graphs. IEEE J. Biomed. Health Informatics 21 (4) (2017)
Maziyar Baran Pouyan, Mehrdad Nourani
Identifying Cell Populations in Flow Cytometry Data Using Phenotypic Signatures. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (4) (2017)
Maziyar Baran Pouyan, Vasu Jindal, Mehrdad Nourani
Clinical Outcome Prediction Using Single-Cell Data. IEEE Trans. Biomed. Circuits Syst. 10 (5) (2016)
Maziyar Baran Pouyan, Javad Birjandtalab, Mehrdad Nourani
Distance metric learning using random forest for cytometry data. EMBC (2016)
Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani
Nonlinear dimension reduction for EEG-based epileptic seizure detection. BHI (2016)
Javad Birjandtalab, Diana Cogan, Maziyar Baran Pouyan, Mehrdad Nourani
A Non-EEG Biosignals Dataset for Assessment and Visualization of Neurological Status. SiPS (2016)
Vasu Jindal, Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani
An adaptive deep learning approach for PPG-based identification. EMBC (2016)
Maziyar Baran Pouyan, Javad Birjandtalab, Mehrdad Nourani, Matthew Pompeo
Automatic limb identification and sleeping parameters assessment for pressure ulcer prevention. Comput. Biol. Medicine 75 (2016)
Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani
An unsupervised subject identification technique using EEG signals. EMBC (2016)
Maziyar Baran Pouyan, Vasu Jindal, Mehrdad Nourani
A clustering hybrid method to identify cellular populations and their phenotypic signatures. BioCAS (2015)
Maziyar Baran Pouyan, Mehrdad Nourani
Flow-SNE: A New Approach for Flow Cytometry Clustering and Visualization. ICHI (2015)
Maziyar Baran Pouyan, Vasu Jindal, Javad Birjandtalab, Mehrdad Nourani
A two-stage clustering technique for automatic biaxial gating of flow cytometry data. BIBM (2015)
Maziyar Baran Pouyan, Mehrdad Nourani, Matthew Pompeo
Sleep state classification using pressure sensor mats. EMBC (2015)
Maziyar Baran Pouyan, Mehrdad Nourani, Matthew Pompeo
Clustering-based limb identification for pressure ulcer risk assessment. EMBC (2015)
Sarah Ostadabbas, Maziyar Baran Pouyan, Mehrdad Nourani, Nasser Kehtarnavaz
In-bed posture classification and limb identification. BioCAS (2014)
Maziyar Baran Pouyan, Rasoul Yousefi, Sarah Ostadabbas, Mehrdad Nourani
A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification. FLAIRS Conference (2014)
Maziyar Baran Pouyan, Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo
Classifying bed inclination using pressure images. EMBC (2014)
Diana Cogan, Maziyar Baran Pouyan, Mehrdad Nourani, Jay Harvey
A wrist-worn biosensor system for assessment of neurological status. EMBC (2014)
Masoud Farshbaf, Rasoul Yousefi, Maziyar Baran Pouyan, Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo
Detecting high-risk regions for pressure ulcer risk assessment. BIBM (2013)
Maziyar Baran Pouyan, Sarah Ostadabbas, Masoud Farshbaf, Rasoul Yousefi, Mehrdad Nourani, Matthew Pompeo
Continuous eight-posture classification for bed-bound patients. BMEI (2013)
Ali Foroughifar, Mohammad Saniee Abadeh, Abdolhamid Momenzadeh, Maziyar Baran Pouyan
Misuse Detection via a Novel Hybrid System. EMS (2009)
Maziyar Baran Pouyan, Hamid Mohamadi, Mohammad Saniee Abadeh, Ali Foroughifar
A Novel Fuzzy Genetic Annealing Classification Approach. EMS (2009)