Maziyar Baran Pouyan

According to our database, Maziyar Baran Pouyan authored at least 31 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Temporal Shift Module (TSM) Based Automatic Fall Detection with Bounding Box Grounding.

Mohan Singh Aditya, Sowmya Rasipuram, Anutosh Maitra, Maziyar Baran Pouyan

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

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

2020

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

2019

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

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

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

Random forest based similarity learning for single cell RNA sequencing data.

Maziyar Baran Pouyan, Dennis Kostka

Bioinform., 2018

2017

Clustering Single-Cell Expression Data Using Random Forest Graphs.

Maziyar Baran Pouyan, Mehrdad Nourani

IEEE J. Biomed. Health Informatics, 2017

Identifying Cell Populations in Flow Cytometry Data Using Phenotypic Signatures.

Maziyar Baran Pouyan, Mehrdad Nourani

IEEE ACM Trans. Comput. Biol. Bioinform., 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

A pressure map dataset for posture and subject analytics.

Maziyar Baran Pouyan, Javad Birjandtalab, Mehrdad Heydarzadeh, Mehrdad Nourani, Sarah Ostadabbas

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Gaits analysis using pressure image for subject identification.

Mehrdad Heydarzadeh, Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani, Sarah Ostadabbas

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

Clinical Outcome Prediction Using Single-Cell Data.

Maziyar Baran Pouyan, Vasu Jindal, Mehrdad Nourani

IEEE Trans. Biomed. Circuits Syst., 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

A Non-EEG Biosignals Dataset for Assessment and Visualization of Neurological Status.

Javad Birjandtalab, Diana Cogan, Maziyar Baran Pouyan, Mehrdad Nourani

Proceedings of the 2016 IEEE International Workshop on Signal Processing Systems, 2016

Distance metric learning using random forest for cytometry data.

Maziyar Baran Pouyan, Javad Birjandtalab, Mehrdad Nourani

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

An adaptive deep learning approach for PPG-based identification.

Vasu Jindal, Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

An unsupervised subject identification technique using EEG signals.

Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Nonlinear dimension reduction for EEG-based epileptic seizure detection.

Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Flow-SNE: A New Approach for Flow Cytometry Clustering and Visualization.

Maziyar Baran Pouyan, Mehrdad Nourani

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Clustering-based limb identification for pressure ulcer risk assessment.

Maziyar Baran Pouyan, Mehrdad Nourani, Matthew Pompeo

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Sleep state classification using pressure sensor mats.

Maziyar Baran Pouyan, Mehrdad Nourani, Matthew Pompeo

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A clustering hybrid method to identify cellular populations and their phenotypic signatures.

Maziyar Baran Pouyan, Vasu Jindal, Mehrdad Nourani

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

A two-stage clustering technique for automatic biaxial gating of flow cytometry data.

Maziyar Baran Pouyan, Vasu Jindal, Javad Birjandtalab, Mehrdad Nourani

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification.

Maziyar Baran Pouyan, Rasoul Yousefi, Sarah Ostadabbas, Mehrdad Nourani

Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Classifying bed inclination using pressure images.

Maziyar Baran Pouyan, Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A wrist-worn biosensor system for assessment of neurological status.

Diana Cogan, Maziyar Baran Pouyan, Mehrdad Nourani, Jay Harvey

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

In-bed posture classification and limb identification.

Sarah Ostadabbas, Maziyar Baran Pouyan, Mehrdad Nourani, Nasser Kehtarnavaz

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013

Continuous eight-posture classification for bed-bound patients.

Maziyar Baran Pouyan, Sarah Ostadabbas, Masoud Farshbaf, Rasoul Yousefi, Mehrdad Nourani, Matthew Pompeo

Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

Detecting high-risk regions for pressure ulcer risk assessment.

Masoud Farshbaf, Rasoul Yousefi, Maziyar Baran Pouyan, Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2009

A Novel Fuzzy Genetic Annealing Classification Approach.

Maziyar Baran Pouyan, Hamid Mohamadi, Mohammad Saniee Abadeh, Ali Foroughifar

Proceedings of the EMS 2009, 2009

Misuse Detection via a Novel Hybrid System.

Ali Foroughifar, Mohammad Saniee Abadeh, Abdolhamid Momenzadeh, Maziyar Baran Pouyan

Proceedings of the EMS 2009, 2009