Diagnosis of Autism in Children using Facial Analysis and Deep Learning

no code implementations • 6 Aug 2020 • Madison Beary, Alex Hadsell, Ryan Messersmith, Mohammad-Parsa Hosseini

Although the disease is considered to be genetic, the highest rates of accurate diagnosis occur when the child is tested on behavioral characteristics and facial features.

General Classification Image Classification

Respiratory Sound Classification Using Long-Short Term Memory

no code implementations • 6 Aug 2020 • Chelsea Villanueva, Joshua Vincent, Alexander Slowinski, Mohammad-Parsa Hosseini

Developing a reliable sound detection and recognition system offers many benefits and has many useful applications in different industries.

blind source separation Classification +2

Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis

no code implementations • 6 Aug 2020 • Mohammad-Parsa Hosseini, Cecilia Hemingway, Jerard Madamba, Alexander McKee, Natalie Ploof, Jennifer Schuman, Elliot Voss

Currently, strokes are the leading cause of adult disability in the United States.

BIG-bench Machine Learning EEG

Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction

no code implementations • 17 Feb 2017 • Mohammad-Parsa Hosseini, Hamid Soltanian-Zadeh, Kost Elisevich, Dario Pompili

To address these challenges, a cloud-based BCI system for the analysis of this big EEG data is presented.

Brain Computer Interface Cloud Computing +4

Automatic and Manual Segmentation of Hippocampus in Epileptic Patients MRI

no code implementations • 24 Oct 2016 • Mohammad-Parsa Hosseini, Mohammad-Reza Nazem-Zadeh, Dario Pompili, Kourosh Jafari-Khouzani, Kost Elisevich, Hamid Soltanian-Zadeh

The hippocampus is a seminal structure in the most common surgically-treated form of epilepsy.

Hippocampus Segmentation