Muhammad T. Irshad - Publications

Predicting executive functioning from walking features in Parkinson's disease using machine learning.

Journal: Scientific reports

Published: March 25, 2024

Symmetric Projection Attractor Reconstruction Analysis as a Method to Assess Seismocardiogram Quality in a Healthy Population.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors.

Journal: Sensors (Basel, Switzerland)

Published: August 19, 2023

Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning.

Journal: Computers in biology and medicine

Published: July 03, 2023

Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data.

Journal: Computers in biology and medicine

Published: May 26, 2023

Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks.

Journal: Sensors (Basel, Switzerland)

Published: April 25, 2023

Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation.

Journal: Sensors (Basel, Switzerland)

Published: February 27, 2023

SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors.

Journal: Sensors (Basel, Switzerland)

Published: August 17, 2022

The Symphony of Team Flow in Virtual Teams. Using Artificial Intelligence for Its Recognition and Promotion.

Journal: Frontiers in psychology

Published: April 18, 2021

AI Approaches Towards Prechtl's Assessment of General Movements: A Systematic Literature Review.

Journal: Sensors (Basel, Switzerland)

Published: August 13, 2020