Mehrdad Nourani

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 62

Top Venues

Publications

Mostafa Habibi, Mehrdad Nourani, Mohammad Nourani
AI-Based Kinematic Analysis for Track Athletes. SMARTCOMP (2024)
Reza Bagherian Azhiri, Mohammad Esmaeili, Mohsen Jafarzadeh, Mehrdad Nourani
Raw EMG classification using extreme value machine. Biomed. Signal Process. Control. 86 (Part C) (2023)
Genchang Peng, Mehrdad Nourani, Hina Dave, Jay Harvey
SEEG-based epileptic seizure network modeling and analysis for pre-surgery evaluation. Comput. Biol. Medicine 167 (2023)
Munawara Saiyara Munia, Mehrdad Nourani, Jay Harvey, Hina Dave
Interictal Epileptiform Discharge Detection Using Multi-Head Deep Convolutional Neural Network. EMBC (2023)
Genchang Peng, Mehrdad Nourani, Jay Harvey
SEEG Analysis to Identify MIS Treatment For Patients with Focal Epileptic Seizures. BIBE (2023)
Alec M. Steele, Mehrdad Nourani, Dennis H. Sullivan
Ambulatory Behavior Assessment Using Deep Learning. EMBC (2023)
Genchang Peng, Mehrdad Nourani, Hina Dave, Jay Harvey
Modeling and Analysis of Seizure Network Using SEEG for Pre-Surgery Evaluation. BIBE (2022)
Reza Bagherian Azhiri, Mohammad Esmaeili, Mehrdad Nourani
Real-Time EMG Signal Classification via Recurrent Neural Networks. BIBM (2021)
Reza Bagherian Azhiri, Mohammad Esmaeili, Mehrdad Nourani
Real-Time EMG Signal Classification via Recurrent Neural Networks. CoRR (2021)
Munawara Saiyara Munia, Seyyed MohammadSaleh Hosseini, Mehrdad Nourani, Jay Harvey, Hina Dave
Imbalanced EEG Analysis Using One-Shot Learning with Siamese Neural Network. ICHI (2021)
Reza Bagherian Azhiri, Mohammad Esmaeili, Mehrdad Nourani
EMG-Based Feature Extraction and Classification for Prosthetic Hand Control. CoRR (2021)
Alec M. Steele, Mehrdad Nourani, Melinda M. Bopp, Dennis H. Sullivan
A System to Facilitate Early and Progressive Ambulation Using Fiducial Markers. BioCAS (2021)
Reza Bagherian Azhiri, Mohammad Esmaeili, Mohsen Jafarzadeh, Mehrdad Nourani
EMG Signal Classification Using Reflection Coefficients and Extreme Value Machine. CoRR (2021)
Reza Bagherian Azhiri, Mohammad Esmaeili, Mohsen Jafarzadeh, Mehrdad Nourani
EMG Signal Classification Using Reflection Coefficients and Extreme Value Machine. BioCAS (2021)
Zihang You, Alec M. Steele, Mehrdad Nourani, Melinda M. Bopp, Dennis H. Sullivan
Ambulation Assessment Using Depth Cameras. BHI (2021)
Genchang Peng, Mehrdad Nourani, Jay Harvey, Hina Dave
Personalized EEG Feature Selection for Low-Complexity Seizure Monitoring. Int. J. Neural Syst. 31 (8) (2021)
Hafez Eslami Manoochehri, Mehrdad Nourani
Drug-target interaction prediction using semi-bipartite graph model and deep learning. BMC Bioinform. (4) (2020)
Alec M. Steele, Mehrdad Nourani, Melinda M. Bopp, Tanya S. Taylor, Dennis H. Sullivan
A Multi-Modal Approach to Patient Activity Monitoring. ICHI (2020)
Mehrdad Nourani
An Impactful Journal on Epilepsy Research at the Intersection of Clinical, Engineering and Data Sciences. Int. J. Neural Syst. 30 (12) (2020)
Genchang Peng, Mehrdad Nourani, Jay Harvey, Hina Dave
Personalized Feature Selection for Wearable EEG Monitoring Platform. BIBE (2020)
Munawara Saiyara Munia, Mehrdad Nourani, Sammy Houari
Biosignal Oversampling Using Wasserstein Generative Adversarial Network. ICHI (2020)
Alec M. Steele, Zihang You, Mehrdad Nourani, Melinda M. Bopp, Tanya S. Taylor, Dennis H. Sullivan
Subject Identification Using a Depth Camera for Patient Ambulation Monitoring. EMBC (2020)
Genchang Peng, Mehrdad Nourani, Jay Harvey, Hina Dave
Feature Selection Using F-statistic Values for EEG Signal Analysis. EMBC (2020)
Hafez Eslami Manoochehri, Susmitha Sri Kadiyala, Mehrdad Nourani
Predicting Drug-Target Interactions Using Weisfeiler-Lehman Neural Network. BHI (2019)
Hafez Eslami Manoochehri, Arvind Pillai, Mehrdad Nourani
Graph Convolutional Networks for Predicting Drug-Protein Interactions. BIBM (2019)
Alec M. Steele, Mehrdad Nourani, Melinda M. Bopp, Tanya S. Taylor, Dennis H. Sullivan
Patient Activity Monitoring Based on Real-Time Location Data. BIBM (2019)
Javad Birjandtalab, Vipul Nataraj Jarmale, Mehrdad Nourani, Jay Harvey
Impact of Personalization on Epileptic Seizure Prediction. BHI (2019)
Alec M. Steele, Zihang You, Mehrdad Nourani, Melinda M. Bopp, Tanya S. Taylor, Dennis H. Sullivan
Quantifying Human Activity Using Head Tracking. BIBM (2019)
Javad Birjandtalab, Melvin James, Mehrdad Nourani, Jay Harvey
Learning from Non-Seizure Clusters for EEG Analytics. BioCAS (2018)
Javad Birjandtalab, Diana Cogan, Mehrdad Nourani, Jay Harvey
Toward a Wearable Epileptic Seizure Monitoring: A Case Study. BODYNETS (2018)
Mehrdad Heydarzadeh, Mehrdad Nourani, Vahid Azimi, Amir Kashani-Pour
Vibration-Based Bearing Fault Diagnosis Using Reflection Coefficients of the Autoregressive Model. ACC (2018)
Hafez Eslami Manoochehri, Mehrdad Nourani
Predicting Drug-Target Interaction Using Deep Matrix Factorization. BioCAS (2018)
Hafez Eslami Manoochehri, Susmitha Sri Kadiyala, Javad Birjandtalab, Mehrdad Nourani
Feature Selection to Predict Compound's Effect on Aging. BCB (2018)
Javad Birjandtalab, Vipul Nataraj Jarmale, Mehrdad Nourani, Jay Harvey
Imbalance Learning Using Neural Networks for Seizure Detection. BioCAS (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)
Javad Birjandtalab, Mehrdad Heydarzadeh, Mehrdad Nourani
Automated EEG-Based Epileptic Seizure Detection Using Deep Neural Networks. ICHI (2017)
Maziyar Baran Pouyan, Javad Birjandtalab, Mehrdad Heydarzadeh, Mehrdad Nourani, Sarah Ostadabbas
A pressure map dataset for posture and subject analytics. BHI (2017)
Amirreza Farnoosh, Sarah Ostadabbas, Mehrdad Nourani
Spatially-Continuous Plantar Pressure Reconstruction Using Compressive Sensing. MLHC (2017)
Maryam Bahojb Imani, Mehrdad Heydarzadeh, Latifur Khan, Mehrdad Nourani
A Scalable Spark-Based Fault Diagnosis Platform for Gearbox Fault Diagnosis in Wind Farms. IRI (2017)
Diana Cogan, Javad Birjandtalab, Mehrdad Nourani, Jay Harvey, Venkatesh Nagaraddi
Multi-Biosignal Analysis for Epileptic Seizure Monitoring. Int. J. Neural Syst. 27 (1) (2017)
Mehrdad Heydarzadeh, Mehrdad Nourani, John Hansen, Shahin Hedayati Kia
Non-invasive gearbox fault diagnosis using scattering transform of acoustic emission. ICASSP (2017)
Maziyar Baran Pouyan, Mehrdad Nourani
Clustering Single-Cell Expression Data Using Random Forest Graphs. IEEE J. Biomed. Health Informatics 21 (4) (2017)
Serkan Dusmez, Mehrdad Heydarzadeh, Mehrdad Nourani, Bilal Akin
Remaining Useful Lifetime Estimation for Power MOSFETs Under Thermal Stress With RANSAC Outlier Removal. IEEE Trans. Ind. Informatics 13 (3) (2017)
Mehrdad Heydarzadeh, Chin-Tuan Tan, Mehrdad Nourani, Sarah Ostadabbas
Gait variability assessment in neuro-degenerative patients by measuring complexity of independent sources. EMBC (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)
Mehrdad Heydarzadeh, Mehrdad Nourani
A Two-Stage Fault Detection and Isolation Platform for Industrial Systems Using Residual Evaluation. IEEE Trans. Instrum. Meas. 65 (10) (2016)
Mehrdad Heydarzadeh, Shahin Hedayati Kia, Mehrdad Nourani, Humberto Henao, Gérard-André Capolino
Gear fault diagnosis using discrete wavelet transform and deep neural networks. IECON (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)
Mehrdad Heydarzadeh, Mehrdad Nourani, Sarah Ostadabbas
In-bed posture classification using deep autoencoders. 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)
Mehrdad Heydarzadeh, Hao Luo, Mehrdad Nourani
Model-Free Testing of Analog Circuits. ATS (2016)
Senthil Arasu, Mehrdad Nourani, John M. Carulli, Vijay Reddy
Controlling Aging in Timing-Critical Paths. IEEE Des. Test 33 (4) (2016)
Hao Luo, Mehrdad Heydarzadeh, Mehrdad Nourani
Aging-Leakage Tradeoffs Using Multi-Vth Cell Library. ATS (2016)
Diana Cogan, Mehrdad Heydarzadeh, Mehrdad Nourani
Personalization of NonEEG-based seizure detection systems. EMBC (2016)
Mehrdad Heydarzadeh, Negin Madani, Mehrdad Nourani
Gearbox Fault Diagnosis Using Power Spectral Analysis. SiPS (2016)
Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani
An unsupervised subject identification technique using EEG signals. EMBC (2016)
Mohammad Ali Ghaderi, Mehrdad Heydarzadeh, Mehrdad Nourani, Gopal Gupta, Lakshman Tamil
Augmented reality for breast tumors visualization. EMBC (2016)
Rasoul Yousefi, Mehrdad Nourani
Separating Arterial and Venous-Related Components of Photoplethysmographic Signals for Accurate Extraction of Oxygen Saturation and Respiratory Rate. IEEE J. Biomed. Health Informatics 19 (3) (2015)
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)
Hao Luo, Mehrdad Nourani
Aging and leakage tradeoff in VLSI circuits. IDT (2015)
Oluleye Olorode, Mehrdad Nourani
Improving Performance in Sub-Block Caches with Optimized Replacement Policies. ACM J. Emerg. Technol. Comput. Syst. 11 (4) (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)
Mehrdad Heydarzadeh, Mehrdad Nourani, James Park
An augmented reality platform for CABG surgery. BioCAS (2015)
Anand Narayanaswamy, Mehrdad Nourani, Lakshman Tamil, Sabatino Bianco
A wireless monitoring system for Hydrocephalus shunts. EMBC (2015)
Maziyar Baran Pouyan, Mehrdad Nourani, Matthew Pompeo
Sleep state classification using pressure sensor mats. EMBC (2015)
Oluleye Olorode, Mehrdad Nourani
Improving Cache Power and Performance Using Deterministic Naps and Early Miss Detection. IEEE Trans. Multi Scale Comput. Syst. 1 (3) (2015)
Diana Cogan, Mehrdad Nourani, Jay Harvey, Venkatesh Nagaraddi
Epileptic seizure detection using wristworn biosensors. 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)
Rasoul Yousefi, Mehrdad Nourani
Cardiac gating technique for arterial oxygen saturation measurement. BioCAS (2014)
Maziyar Baran Pouyan, Rasoul Yousefi, Sarah Ostadabbas, Mehrdad Nourani
A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification. FLAIRS Conference (2014)
Sarah Ostadabbas, Mehrdad Nourani, Adnan Saeed, Rasoul Yousefi, Matthew Pompeo
A Knowledge-Based Modeling for Plantar Pressure Image Reconstruction. IEEE Trans. Biomed. Eng. 61 (10) (2014)
Maziyar Baran Pouyan, Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo
Classifying bed inclination using pressure images. EMBC (2014)
Rasoul Yousefi, Mehrdad Nourani, Sarah Ostadabbas, Issa M. S. Panahi
A Motion-Tolerant Adaptive Algorithm for Wearable Photoplethysmographic Biosensors. IEEE J. Biomed. Health Informatics 18 (2) (2014)
Senthil Arasu, Mehrdad Nourani, Vijay Reddy, John M. Carulli Jr., Gautam Kapila, Min Chen
Reliability improvement of logic and clock paths in power-efficient designs. ACM J. Emerg. Technol. Comput. Syst. 10 (1) (2014)
Senthil Arasu, Mehrdad Nourani, Frank Cano, John M. Carulli, Vijay Reddy
Asymmetric aging of clock networks in power efficient designs. ISQED (2014)
Diana Cogan, Maziyar Baran Pouyan, Mehrdad Nourani, Jay Harvey
A wrist-worn biosensor system for assessment of neurological status. EMBC (2014)
Oluleye Olorode, Mehrdad Nourani
Static power reduction in caches using deterministic naps. ANCS (2014)
Oluleye Olorode, Mehrdad Nourani
Replacement techniques for improving performance in sub-block caches. ACSSC (2014)
Syed Askari, Mehrdad Nourani
An on-chip sensor to measure and compensate static NBTI-induced degradation in analog circuits. Microelectron. Reliab. 53 (2) (2013)
Masoud Farshbaf, Rasoul Yousefi, Maziyar Baran Pouyan, Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo
Detecting high-risk regions for pressure ulcer risk assessment. BIBM (2013)
Senthil Arasu, Mehrdad Nourani, John M. Carulli, Kenneth M. Butler, Vijay Reddy
A design-for-reliability approach based on grading library cells for aging effects. ITC (2013)
Senthil Arasu, Mehrdad Nourani, Vijay Reddy, John M. Carulli
Performance entitlement by exploiting transistor's BTI recovery. ISQED (2013)
Cheng Shi, Mehrdad Nourani, Gopal Gupta, Lakshman Tamil
Apnea MedAssist II: A smart phone based system for sleep apnea 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)
Sarah Ostadabbas, Adnan Saeed, Mehrdad Nourani, Matthew Pompeo
Sensor architectural tradeoff for diabetic foot ulcer monitoring. EMBC (2012)
Syed Askari, Mehrdad Nourani, Mini Rawat
An on-chip NBTI monitor for estimating analog circuit degradation. VTS (2012)
Miad Faezipour, Mehrdad Nourani, Adnan Saeed, Sateesh Addepalli
Progress and challenges in intelligent vehicle area networks. Commun. ACM 55 (2) (2012)
Sarah Ostadabbas, Mehrdad Nourani, Matthew Pompeo
Continuous plantar pressure modeling using sparse sensors. BIBE (2012)
Syed Askari, Mehrdad Nourani
Design methodology for mitigating transient errors in analogue and mixed-signal circuits. IET Circuits Devices Syst. 6 (6) (2012)
Rasoul Yousefi, Mehrdad Nourani, Issa M. S. Panahi
Adaptive cancellation of motion artifact in wearable biosensors. EMBC (2012)
Sarah Ostadabbas, Rasoul Yousefi, Mehrdad Nourani, Miad Faezipour, Lakshman Tamil, Matthew Pompeo
A Resource-Efficient Planning for Pressure Ulcer Prevention. IEEE Trans. Inf. Technol. Biomed. 16 (6) (2012)
Cheng Shi, Mehrdad Nourani, Gopal Gupta, Lakshman Tamil
A virtual sleep laboratory. mHealthSys@SenSys (2011)
Savio Monteiro, Gopal Gupta, Mehrdad Nourani, Lakshman Tamil
HygeiaTel: an intelligent telemedicine system with cognitive support. mHealthSys@SenSys (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mehrdad Nourani