M. Pouyan

发表

Single and multi-subject clustering of flow cytometry data for cell-type identification and anomaly detection

M. Nourani, M. Pouyan, V. Jindal, 2016, BMC Medical Genomics.

Quantifying the Effects of Increasing Mechanical Stress on Knee Acoustical Emissions Using Unsupervised Graph Mining

Maziyar Baran Pouyan, Daniel C. Whittingslow, Omer T. Inan, 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Clustering Single-Cell Expression Data Using Random Forest Graphs

Mehrdad Nourani, Maziyar Baran Pouyan, M. Nourani, 2017, IEEE Journal of Biomedical and Health Informatics.

Automatic limb identification and sleeping parameters assessment for pressure ulcer prevention

Mehrdad Nourani, Javad Birjandtalab, Maziyar Baran Pouyan, 2016, Comput. Biol. Medicine.

Random forest based similarity learning for single cell RNA sequencing data

Maziyar Baran Pouyan, Dennis Kostka, Dennis Kostka, 2018, bioRxiv.

Non-negative Independent Factor Analysis disentangles discrete and continuous sources of variation in scRNA-seq data

M. Chikina, Dennis Kostka, M. Pouyan, 2020, bioRxiv.

Clinical Outcome Prediction Using Single-Cell Data

Mehrdad Nourani, Maziyar Baran Pouyan, Vasu Jindal, 2016, IEEE Transactions on Biomedical Circuits and Systems.

In-bed posture classification and limb identification

Nasser Kehtarnavaz, Mehrdad Nourani, Maziyar Baran Pouyan, 2014, 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings.

Identifying Cell Populations in Flow Cytometry Data Using Phenotypic Signatures

Mehrdad Nourani, Maziyar Baran Pouyan, M. Nourani, 2017, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Detecting Suspected Pump Thrombosis in Left Ventricular Assist Devices via Acoustic Analysis

Omer Inan, James M. Rehg, Sinan Hersek, 2020, IEEE Journal of Biomedical and Health Informatics.

A pressure map dataset for posture and subject analytics

Mehrdad Heydarzadeh, Mehrdad Nourani, Javad Birjandtalab, 2017, 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI).

Unsupervised EEG analysis for automated epileptic seizure detection

Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani, 2016, International Workshop on Pattern Recognition.

A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification

Mehrdad Nourani, Maziyar Baran Pouyan, Sarah Ostadabbas, 2014, FLAIRS.

Misuse Detection via a Novel Hybrid System

Mohammad Saniee Abadeh, Maziyar Baran Pouyan, Ali Foroughifar, 2009, 2009 Third UKSim European Symposium on Computer Modeling and Simulation.

Automated seizure detection using limited-channel EEG and non-linear dimension reduction

Javad Birjandtalab, Diana Cogan, Maziyar Baran Pouyan, 2017, Comput. Biol. Medicine.

Nonlinear dimension reduction for EEG-based epileptic seizure detection

Mehrdad Nourani, Javad Birjandtalab, Maziyar Baran Pouyan, 2016, 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

An unsupervised subject identification technique using EEG signals

Mehrdad Nourani, Javad Birjandtalab, Maziyar Baran Pouyan, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Sleep state classification using pressure sensor mats

Mehrdad Nourani, Maziyar Baran Pouyan, Matthew Pompeo, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

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

Mehrdad Nourani, Maziyar Baran Pouyan, M. Nourani, 2015, 2015 International Conference on Healthcare Informatics.

Classifying bed inclination using pressure images

Mehrdad Nourani, Maziyar Baran Pouyan, Sarah Ostadabbas, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Continuous eight-posture classification for bed-bound patients

Mehrdad Nourani, Maziyar Baran Pouyan, Sarah Ostadabbas, 2013, 2013 6th International Conference on Biomedical Engineering and Informatics.

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

Mehrdad Nourani, Javad Birjandtalab, Diana Cogan, 2016, 2016 IEEE International Workshop on Signal Processing Systems (SiPS).

Wearable knee health system employing novel physiological biomarkers.

Geza F. Kogler, Maziyar Baran Pouyan, Daniel C. Whittingslow, 2018, Journal of applied physiology.

An adaptive deep learning approach for PPG-based identification

Mehrdad Nourani, Javad Birjandtalab, Maziyar Baran Pouyan, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Non-negative Independent Factor Analysis disentangles discrete and continuous sources of variation in scRNA-seq data

Maria Chikina, Weiguang Mao, Maziyar Baran Pouyan, 2020, bioRxiv.

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

Mehrdad Nourani, Maziyar Baran Pouyan, Vasu Jindal, 2015, 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements

Michael J. Cafarella, Maziyar Baran Pouyan, Gregory J. DeAngelo, 2019, ACL.

A wrist-worn biosensor system for assessment of neurological status

Mehrdad Nourani, Diana Cogan, Maziyar Baran Pouyan, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.