Saman Parvaneh

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 36

Top Topics

Atrial Fibrillation

Mild Cognitive Impairment

Multilabel Classification

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Roy S. Zawadzki, Saman Parvaneh
Synthetic Data Generation in Small Datasets to Improve Classification Performance for Chronic Heart Failure Prediction. CinC (2023)
Sadaf Moharreri, Shahab Rezaei, Nader Jafarnia Dabanloo, Saman Parvaneh
Study of Traditional and Enhanced Poincare Plot Descriptors for Atrial Fibrillation Detection. CinC (2023)
Saman Parvaneh, Zaniar Ardalan, Joomyung Song, Kathan Vyas, Cristhian Potes
Heart Murmur Detection Using Ensemble of Deep Learning Classifiers for Phonocardiograms Recorded from Multiple Auscultation Locations. CinC (2022)
Roy S. Zawadzki, Terri Johnson, Saman Parvaneh
Patient Phenotyping Using Interpretable Clustering to Study Clinical Outcomes in TAVR Patients. CinC (2022)
Maryam Eskandari, Saman Parvaneh, Hossein Ehsani, Mindy Fain, Nima Toosizadeh
Frailty Identification Using Heart Rate Dynamics: A Deep Learning Approach. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Parastoo Alinia, Saman Parvaneh, Seyed-Iman Mirzadeh, Asiful Arefeen, Hassan Ghasemzadeh
Boosting Lying Posture Classification with Transfer Learning. EMBC (2022)
Shahab Rezaei, Keivan Maghooli, Nader Jafarnia Dabanloo, Fardad Farrokhi, Saman Parvaneh
Blood Pressure Classification by Analyzing The Behavior of Heart Rate Variability in Poincare Plot. CinC (2022)
Prathic Sundararajan, Kevin Moses, Cristhian Potes, Saman Parvaneh
Automatic Diagnosis of Cardiac Disease from Twelve-Lead and Reduced-Lead ECGs Using Multilabel Classification. CinC (2021)
Kathan Vyas, Ali Samadani, Mladen Milosevic, Sarah Ostadabbas, Saman Parvaneh
Additional Value of Augmenting Current Subscales in Braden Scale with Advanced Machine Learning Technique for Pressure Injury Risk Assessment. BIBM (2020)
Parastoo Alinia, Ali Samadani, Mladen Milosevic, Hassan Ghasemzadeh, Saman Parvaneh
Pervasive Lying Posture Tracking. CoRR (2020)
Saman Parvaneh, Yale Chang
Shapelet Discovery for Atrial Fibrillation Detection. CinC (2020)
Parastoo Alinia, Ali Samadani, Mladen Milosevic, Hassan Ghasemzadeh, Saman Parvaneh
Pervasive Lying Posture Tracking. Sensors 20 (20) (2020)
Hossein Ehsani, Saman Parvaneh, Jane Mohler, Christopher Wendel, Edward Zamrini, Kathy O'Connor, Nima Toosizadeh
Can motor function uncertainty and local instability within upper-extremity dual-tasking predict amnestic mild cognitive impairment and early-stage Alzheimer's disease? Comput. Biol. Medicine 120 (2020)
Sadaf Moharreri, Shahab Rezaei, Nader Jafarnia Dabanloo, Saman Parvaneh
Automatic Emotions Assessment Using Heart Rate Variability Analysis and 2D Regression Models of Emotions. CinC (2019)
Bahareh Khodabakhshian, Sadaf Moharreri, Saman Parvaneh
Evaluating the Effects of Traditional Persian Music on Nonlinear Parameters of HRV. CinC (2019)
Yale Chang, Jonathan Rubin, Gregory Boverman, Shruti Vij, Asif Rahman, Annamalai Natarajan, Saman Parvaneh
A Multi-Task Imputation and Classification Neural Architecture for Early Prediction of Sepsis from Multivariate Clinical Time Series. CinC (2019)
Julie Vaughn, Mladen Milosevic, Saman Parvaneh
Monitoring of Patient Blanket Coverage using 3D Camera Data. EMBC (2019)
Maysam MashhadiMalek, Nader Jafarnia Dabanloo, Shahriar Gharibzadeh, Saman Parvaneh
The Effects of Reading and Listening to the Heavenly Books on Heart Rate Variability. CinC (2019)
Saman Parvaneh, Sadaf Moharreri, Shahab Rezaei, Nader Jafarnia Dabanloo
Nonlinear Causal Cardiorespiratory Interaction in Response to Color Stimuli. CinC (2019)
Shahab Rezaei, Sadaf Moharreri, Nader Jafarnia Dabanloo, Saman Parvaneh
Age and Changes in Extracted Features of Lagged Poincare Plot. CinC (2018)
Saman Parvaneh, Jonathan Rubin, Ali Samadani, Gajendra Katuwal
Automatic Detection of Arousals during Sleep using Multiple Physiological Signals. CoRR (2018)
Saman Parvaneh, Jonathan Rubin, Ali Samadani, Gajendra Katuwal
Automatic Detection of Arousals During Sleep Using Multiple Physiological Signals. CinC (2018)
Saman Parvaneh, Jonathan Rubin
Electrocardiogram Monitoring and Interpretation: From Traditional Machine Learning to Deep Learning, and Their Combination. CinC (2018)
Shahab Rezaei, Sadaf Moharreri, Mostafa Abdollahpur, Saman Parvaneh
Heart Arrhythmia Classification Using Extracted Features in Poincare Plot of RR Intervals?. CinC (2017)
Sadaf Moharreri, Nader Jafarnia Dabanloo, Shahab Rezaei, Saman Parvaneh
New Feature Set for Better Representation of Dynamic of RR Intervals in Poincare Plot ?. CinC (2017)
Shahab Rezaei, Sadaf Moharreri, Shadi Ghiasi, Saman Parvaneh
Diagnosis of Sleep Apnea by Evaluating Points Distri?bution in Poincare Plot of RR Intervals. CinC (2017)
Saman Parvaneh, Nader Jafarnia Dabanloo, Shahab Rezaei, Sadaf Moharreri, Nima Toosizadeh
Heart Rate Asymmetry in Response to Colored Light. CinC (2017)
Saman Parvaneh, Amir Abdolahi, Mehrnoosh Arafati, Faezeh Naderi
Influence of Snack Intake on Cardiac Autonomic Nervous System in Patients with Type 2 Diabetes. CinC (2017)
Shahab Rezaei, Sadaf Moharreri, Shadi Ghiasi, Saman Parvaneh
Emotion Recognition Using Parabolic Phase Space ?Mapping for Heart Rate Variability Analysis. CinC (2017)
Jonathan Rubin, Saman Parvaneh, Asif Rahman, Bryan Conroy, Saeed Babaeizadeh
Densely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short Single-Lead ECG Recordings. CoRR (2017)
Saman Parvaneh, Jonathan Rubin, Asif Rahman, Bryan Conroy, Saeed Babaeizadeh
Densely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short Single-Lead ECG Recordings. CinC (2017)
Saman Parvaneh, Bijan Najafi, Nima Toosizadeh, Irbaz Bin Riaz, Jane Mohler
Prevalence of Ventricular Ectopy in Older Adults across Different Frailty Levels. CinC (2016)
Cristhian Potes, Saman Parvaneh, Asif Rahman, Bryan Conroy
Ensemble of Feature-based and Deep learning-based Classifiers for Detection of Abnormal Heart Sounds. CinC (2016)
Saman Parvaneh, Bijan Najafi, Nima Toosizadeh, Irbaz Bin Riaz, Jane Mohler
Is There Any Association Between Ventricular Ectopy and Falls in Community-dwelling Older Adults? CinC (2016)
Shahab Rezaei, Sadaf Moharreri, Nader Jafarnia Dabanloo, Saman Parvaneh
Evaluating Valence level of Pictures Stimuli in Heart Rate Variability Response. CinC (2015)
Saman Parvaneh, Nima Toosizadeh, Sadaf Moharreri
Impact of Mental Stress on Heart Rate Asymmetry. CinC (2015)
Sadaf Moharreri, Shahab Rezaei, Nader Jafarnia Dabanloo, Saman Parvaneh
Study of Induced Emotion by Color Stimuli: Power Spectrum Analysis of Heart Rate Variability. CinC (2014)
Saman Parvaneh, Sugam Bhatnagar, Robert Poston, Bijan Najafi
Using cadaver simulation to improve communication and economy of movement as evidence of progress with the trans-catheter aortic valve implantation (TAVI) learning curve. SummerSim (2014)
Sadaf Moharreri, Shahab Rezaei, Nader Jafarnia Dabanloo, Saman Parvaneh
Extended Parabolic Phase Space Mapping (EPPSM): Novel Quadratic Function for Representation of Heart Rate Variability Signal. CinC (2014)
Azadeh Nooriyan, Nader Jafarnia Dabanloo, Saman Parvaneh
Wavelet Based Method for Localization of Myocardial Infarction using the Electrocardiogram. CinC (2014)
Elahe Yargholi, Saman Parvaneh
Novel Cardiac Risk Factor Stratification Using Neuro-fuzzy Tool. CIMCA/IAWTIC/ISE (2008)