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Plos One
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March 18, 2025
A comprehensive survey and comparative analysis of time series data augmentation in medical wearable computing
Md Abid Hasan, Frédéric Li, Philip Gouverneur, et al.
Sensors (Basel, Switzerland)
|
April 13, 2023
Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation
Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, et al.
Computers in Biology and Medicine
|
September 24, 2023
Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning
Xinyu Huang, Franziska Schmelter, Muhammad Tausif Irshad, et al.
Bioengineering (Basel, Switzerland)
|
November 25, 2023
Non-Invasive Wearable Devices for Monitoring Vital Signs in Patients with Type 2 Diabetes Mellitus: A Systematic Review
Artur Piet, Lennart Jablonski, Jennifer I Daniel Onwuchekwa, et al.
Sensors (Basel, Switzerland)
|
July 8, 2023
Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks
Rafał Doniec, Justyna Konior, Szymon Sieciński, et al.
Sensors (Basel, Switzerland)
|
October 27, 2022
SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors
Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, et al.
Scientific Reports
|
August 18, 2025
Digital biomarkers for interstitial glucose prediction in healthy individuals using wearables and machine learning
Xinyu Huang, Franziska Schmelter, Christian Seitzer, et al.
Scientific Reports
|
November 28, 2024
Predicting executive functioning from walking features in Parkinson's disease using machine learning
Artur Piet, Johanna Geritz, Pascal Garcia, et al.
BMJ Public Health
|
July 23, 2025
ParkProReakt-evaluation of a proactive approach to healthcare in Parkinson's disease: a study protocol for a randomised controlled trial
Marlena van Munster, Johanne Stümpel, Anna J Pedrosa, et al.
Page
of 1
Search research articles
Search
Showing results (1-10 of 9) with videos related to
Sort By:
Page
of 1
Plos One
|
March 18, 2025
A comprehensive survey and comparative analysis of time series data augmentation in medical wearable computing
Md Abid Hasan, Frédéric Li, Philip Gouverneur, et al.
Sensors (Basel, Switzerland)
|
April 13, 2023
Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation
Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, et al.
Computers in Biology and Medicine
|
September 24, 2023
Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning
Xinyu Huang, Franziska Schmelter, Muhammad Tausif Irshad, et al.
Bioengineering (Basel, Switzerland)
|
November 25, 2023
Non-Invasive Wearable Devices for Monitoring Vital Signs in Patients with Type 2 Diabetes Mellitus: A Systematic Review
Artur Piet, Lennart Jablonski, Jennifer I Daniel Onwuchekwa, et al.
Sensors (Basel, Switzerland)
|
July 8, 2023
Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks
Rafał Doniec, Justyna Konior, Szymon Sieciński, et al.
Sensors (Basel, Switzerland)
|
October 27, 2022
SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors
Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, et al.
Scientific Reports
|
August 18, 2025
Digital biomarkers for interstitial glucose prediction in healthy individuals using wearables and machine learning
Xinyu Huang, Franziska Schmelter, Christian Seitzer, et al.
Scientific Reports
|
November 28, 2024
Predicting executive functioning from walking features in Parkinson's disease using machine learning
Artur Piet, Johanna Geritz, Pascal Garcia, et al.
BMJ Public Health
|
July 23, 2025
ParkProReakt-evaluation of a proactive approach to healthcare in Parkinson's disease: a study protocol for a randomised controlled trial
Marlena van Munster, Johanne Stümpel, Anna J Pedrosa, et al.
Page
of 1