Perspective

Published on 29 Sep 2022

Deep learning based markerless motion tracking as a clinical tool for movement disorders: Utility, feasibility and early experience

in Biomedical Signal Processing

Rex N. Tien
Anand Tekriwal
Dylan J. Calame
Jonathan P. Platt
Sunderland Baker
Lauren C. Seeberger
Drew S. Kern
Abigail L. Person
Steven G. Ojemann
John A. Thompson

Frontiers in Signal Processing

doi 10.3389/frsip.2022.884384

4,584 views
8 citations

Original Research

Published on 13 Sep 2022

Deep unfolding for multi-measurement vector convolutional sparse coding to denoise unobtrusive electrocardiography signals

in Biomedical Signal Processing

Eleni Fotiadou
Raoul Melaet
Rik Vullings

Frontiers in Signal Processing

doi 10.3389/frsip.2022.981453

1,237 views
2 citations

Original Research

Published on 25 Jul 2022

An investigation of the multi-dimensional (1D vs. 2D vs. 3D) analyses of EEG signals using traditional methods and deep learning-based methods

in Biomedical Signal Processing

Darshil Shah
Gopika Gopan K.
Neelam Sinha

Frontiers in Signal Processing

doi 10.3389/frsip.2022.936790

3,284 views
10 citations

Original Research

Published on 29 Jun 2022

Robust Identification of the QRS-Complexes in Electrocardiogram Signals Using Ramanujan Filter Bank-Based Periodicity Estimation Technique

in Biomedical Signal Processing

Sourav Kumar Mukhopadhyay
Sridhar Krishnan

Frontiers in Signal Processing

doi 10.3389/frsip.2022.921973

1,591 views
2 citations

Original Research

Published on 22 Jun 2022

Prediction of Treatment Response in Triple Negative Breast Cancer From Whole Slide Images

in Biomedical Signal Processing

Peter Naylor
Tristan Lazard
Guillaume Bataillon
Marick Laé
Anne Vincent-Salomon
Anne-Sophie Hamy
Fabien Reyal
Thomas Walter

Frontiers in Signal Processing

doi 10.3389/frsip.2022.851809

1,759 views
2 citations

Mini Review

Published on 03 Jun 2022

Automated Discrimination of Cough in Audio Recordings: A Scoping Review

in Biomedical Signal Processing

Praveer Sharan

Frontiers in Signal Processing

doi 10.3389/frsip.2022.759684

4,785 views
2 citations

Case Report

Published on 20 May 2022

Modulation of Beta Oscillations in the Pallidum During Externally Cued Gait

in Biomedical Signal Processing

Chiahao Lu
Sommer L. Amundsen-Huffmaster
Kenneth H. Louie
Matthew N. Petrucci
Tara Palnitkar
Remi Patriat
Noam Harel
Michael C. Park
Jerrold L. Vitek
Colum D. MacKinnon

Frontiers in Signal Processing

doi 10.3389/frsip.2022.813509

1,790 views

Review

Published on 11 Apr 2022

Horizons in Single-Lead ECG Analysis From Devices to Data

in Biomedical Signal Processing

Abdelrahman Abdou
Sridhar Krishnan

Frontiers in Signal Processing

doi 10.3389/frsip.2022.866047

10,132 views
15 citations

Original Research

Published on 25 Mar 2022

Imagined Speech Classification Using Six Phonetically Distributed Words

in Biomedical Signal Processing

Yash V. Varshney
Azizuddin Khan

Frontiers in Signal Processing

doi 10.3389/frsip.2022.760643

5,434 views
7 citations

Original Research

Published on 07 Feb 2022

Low Dose CT Denoising by ResNet With Fused Attention Modules and Integrated Loss Functions

in Biomedical Signal Processing

Luella Marcos
Javad Alirezaie
Paul Babyn

Frontiers in Signal Processing

doi 10.3389/frsip.2021.812193

3,245 views
7 citations

Original Research

Published on 21 Sep 2021

New Measures of Heart Rate Variability Based on Subband Tachogram Complexity and Spectral Characteristics for Improved Stress and Anxiety Monitoring in Highly Ecological Settings

in Biomedical Signal Processing

Abhishek Tiwari
Tiago H. Falk

Frontiers in Signal Processing

doi 10.3389/frsip.2021.737881

2,449 views
4 citations

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Articles

Deep learning based markerless motion tracking as a clinical tool for movement disorders: Utility, feasibility and early experience

Deep unfolding for multi-measurement vector convolutional sparse coding to denoise unobtrusive electrocardiography signals

An investigation of the multi-dimensional (1D vs. 2D vs. 3D) analyses of EEG signals using traditional methods and deep learning-based methods

Robust Identification of the QRS-Complexes in Electrocardiogram Signals Using Ramanujan Filter Bank-Based Periodicity Estimation Technique

Prediction of Treatment Response in Triple Negative Breast Cancer From Whole Slide Images

Automated Discrimination of Cough in Audio Recordings: A Scoping Review

Modulation of Beta Oscillations in the Pallidum During Externally Cued Gait

Horizons in Single-Lead ECG Analysis From Devices to Data

Imagined Speech Classification Using Six Phonetically Distributed Words

Low Dose CT Denoising by ResNet With Fused Attention Modules and Integrated Loss Functions

New Measures of Heart Rate Variability Based on Subband Tachogram Complexity and Spectral Characteristics for Improved Stress and Anxiety Monitoring in Highly Ecological Settings