A New Method to Improve Automated Classification of Heart Sound Signals: Filter Bank Learning in Convolutional Neural Networks

by Seyed Vahab Shojaedini, Sajedeh Morabbi
Published 2020-09-01

Sparse Representation-Based Classification (SRC): A Novel Method to Improve the Performance of Convolutional Neural Networks in Detecting P300 Signals

by Seyed Vahab Shojaedini, Sajedeh Morabbi
Published 2019-04-01

A New Method for Detecting Sperms in Microscopy Images: Combination of Zernike Moments and Spatial Processing

by Reza Arkanfari, Seyed Vahab Shojaedini
Published 2018-10-01

A New method for Improvement of the Accuracy of Character Recognition in P300 Speller System: Optimization of Channel Selection by Using Recursive Channel Elimination Algorithm Bas...

by Seyed Vahab Shojaedini, Maryam Adeli
Published 2020-01-01

A New Method for Detection of Backscattered Signals from Breast Cancer Tumors: Hypothesis Testing Using an Adaptive Entropy-Based Decision Function

by Seyed Vahab Shojaedini, Rahman Kabiri
Published 2012-03-01

A New Method for Sperm Characterization for Infertility Treatment: Hypothesis Testing by Using Combination of Watershed Segmentation and Graph Theory

by Seyed Vahab Shojaedini, Masoud Heydari
Published 2014-01-01

Automatic Sperm Analysis in Microscopic Images of Human Semen: Segmentation Using Minimization of Information Distance

by Seyed Vahab Shojaedini, Masoud Heydari
Published 2014-08-01

Temporal Convolutional Learning: A New Sequence-based Structure to Promote the Performance of Convolutional Neural Networks in Recognizing P300 Signals

by Mahnaz Mardi, Mohamad Keyvanpour, Seyed Vahab Shojaedini
Published 2021-01-01

A new method for detecting P300 signals by using deep learning: Hyperparameter tuning in high-dimensional space by minimizing nonconvex error function

by Seyed Vahab Shojaedini, Sajedeh Morabbi, MohammadReza Keyvanpour
Published 2018-01-01

A New Method for Sperm Detection in Human Semen: Combination of Hypothesis Testing and Local Mapping of Wavelet Sub-Bands

by Seyed Vahab Shojaedini, Ali Kermani, Vahid Reza Nafisi
Published 2013-03-01

A New Method to Improve the Performance of Deep Neural Networks in Detecting P300 Signals: Optimizing Curvature of Error Surface Using Genetic Algorithm

by Seyed Vahab Shojaedini, Sajedeh Morabbi, Mohamad Reza Keyvanpour
Published 2021-06-01

Residual learning: A new paradigm to improve deep learning-based segmentation of the left ventricle in magnetic resonance imaging cardiac images

by Maral Zarvani, Sara Saberi, Reza Azmi, Seyed Vahab Shojaedini
Published 2021-01-01