Muhammad Tausif Irshad - Publications, H-index & Citations

Muhammad Tausif Irshad

University of Lubeck

8H指数

22论文数

227被引数

收录论文 11

发表时间

Assessment of quality of electrocardiograms, seismocardiograms, and gyrocardiograms based on features derived from symmetric projection attractor reconstruction in healthy subjects 基于对称投影吸引子重构特征的正常受试者心电图、心振动图和陀螺心电图质量评估

Biomedical Signal Processing and Control

IF4.9

2025-07-14

OAAI

Szymon Sieciński; Muhammad Tausif Irshad; Md Abid Hasan; Rafał Doniec; Paweł Kostka; Ewaryst Tkacz; Marcin Grzegorzek

Machine learning models for wearable-based human activity recognition: A comparative study 基于可穿戴的人体活动识别的机器学习模型: 一项比较研究

Neurocomputing

IF6.5

2025-07-02

OAAI

Gabriela Ciortuz; Hawzhin Hozhabr Pour; Muhammad Tausif Irshad; Muhammad Adeel Nisar; Xinyu Huang; Sebastian Fudickar

Predicting executive functioning from walking features in Parkinson's disease using machine learning 使用机器学习从帕金森病的步行特征预测执行功能

SCIENTIFIC REPORTS

IF3.9

2024-11-27

OAAI

Piet, Artur; Geritz, Johanna; Garcia, Pascal; Irsfeld, Mona; Li, Frederic; Huang, Xinyu; Irshad, Muhammad Tausif; Welzel, Julius; Hansen, Clint; Maetzler, Walter; Grzegorzek, Marcin; Bunzeck, Nico

Comparison of feature learning methods for non-invasive interstitial glucose prediction using wearable sensors in healthy cohorts: a pilot study

INTELLIGENT MEDICINE

IF6.9

2024-11-01

OAAI

Huang, Xinyu; Schmelter, Franziska; Uhlig, Annemarie; Irshad, Muhammad Tausif; Nisar, Muhammad Adeel; Piet, Artur; Jablonski, Lennart; Witt, Oliver; Schroeder, Torsten; Sina, Christian; Grzegorzek, Marcin

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

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-11-01

OAAI

Huang, Xinyu; Schmelter, Franziska; Tausif Irshad, Muhammad; Piet, Artur; Nisar, Muhammad Adeel; Sina, Christian; Grzegorzek, Marcin

Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data 基于情感数据的迁移学习方法增强的基于可穿戴的人流体验识别

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-11-01

OAAI

Irshad, Muhammad Tausif; Li, Frederic; Nisar, Muhammad Adeel; Huang, Xinyu; Buss, Martje; Kloep, Leonie; Peifer, Corinna; Kozusznik, Barbara; Pollak, Anita; Pyszka, Adrian; Flak, Olaf; Grzegorzek, Marcin

A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors 使用来自可穿戴传感器的数据识别日常生活活动的分层多任务学习方法

SENSORS

IF3.5

2023-10-03

OAAI

Nisar, Muhammad Adeel; Shirahama, Kimiaki; Irshad, Muhammad Tausif; Huang, Xinyu; Grzegorzek, Marcin

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

SENSORS

IF3.5

2023-06-13

OAAI

Doniec, Rafal; Konior, Justyna; Siecinski, Szymon; Piet, Artur; Irshad, Muhammad Tausif; Piaseczna, Natalia; Hasan, Md Abid; Li, Frederic; Nisar, Muhammad Adeel; Grzegorzek, Marcin

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

SENSORS

IF3.5

2023-03-25

OAAI

Huang, Xinyu; Shirahama, Kimiaki; Irshad, Muhammad Tausif; Nisar, Muhammad Adeel; Piet, Artur; Grzegorzek, Marcin

SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors SenseHunger: 使用可穿戴传感器进行饥饿检测的机器学习方法

SENSORS

IF3.5

2022-10-11

OAAI

Irshad, Muhammad Tausif; Nisar, Muhammad Adeel; Huang, Xinyu; Hartz, Jana; Flak, Olaf; Li, Frederic; Gouverneur, Philip; Piet, Artur; Oltmanns, Kerstin M.; Grzegorzek, Marcin

AI Approaches towards Prechtl's Assessment of General Movements: A Systematic Literature Review Prechtl对一般运动评估的AI方法: 系统的文献综述

SENSORS

IF3.5

2020-09-17

OAAI

Irshad, Muhammad Tausif; Nisar, Muhammad Adeel; Gouverneur, Philip; Rapp, Marion; Grzegorzek, Marcin

研究方向