SincPD: An Explainable Method based on Sinc Filters to Diagnose Parkinson's Disease Severity by Gait Cycle Analysis
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Salimi-Badr, Armin, Veisi, Mahan, Berangi, Sadra |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach
par: Rashnu, Alireza, et autres
Publié: (2024)
par: Rashnu, Alireza, et autres
Publié: (2024)
PD-ADSV: An Automated Diagnosing System Using Voice Signals and Hard Voting Ensemble Method for Parkinson's Disease
par: Ghaheri, Paria, et autres
Publié: (2023)
par: Ghaheri, Paria, et autres
Publié: (2023)
SincVAE: A new semi-supervised approach to improve anomaly detection on EEG data using SincNet and variational autoencoder
par: Pollastro, Andrea, et autres
Publié: (2024)
par: Pollastro, Andrea, et autres
Publié: (2024)
An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation
par: Saadatinia, Mehrshad, et autres
Publié: (2023)
par: Saadatinia, Mehrshad, et autres
Publié: (2023)
Wearable-Based Real-time Freezing of Gait Detection in Parkinson's Disease Using Self-Supervised Learning
par: Soumma, Shovito Barua, et autres
Publié: (2024)
par: Soumma, Shovito Barua, et autres
Publié: (2024)
Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification
par: Wang, Jing, et autres
Publié: (2025)
par: Wang, Jing, et autres
Publié: (2025)
BagStacking: An Integrated Ensemble Learning Approach for Freezing of Gait Detection in Parkinson's Disease
par: Cohen, Seffi, et autres
Publié: (2024)
par: Cohen, Seffi, et autres
Publié: (2024)
A Gaussian-Sinc Pulse Shaping Filter for Zak-OTFS
par: Das, Arpan, et autres
Publié: (2025)
par: Das, Arpan, et autres
Publié: (2025)
Surface EMG Profiling in Parkinson's Disease: Advancing Severity Assessment with GCN-SVM
par: Cieślak, Daniel, et autres
Publié: (2025)
par: Cieślak, Daniel, et autres
Publié: (2025)
A Function Based on Chebyshev Polynomials as an Alternative to the Sinc Function in FIR Filter Design
par: Oxby, Paul W.
Publié: (2020)
par: Oxby, Paul W.
Publié: (2020)
Riemannian Prediction of Anatomical Diagnoses in Congenital Heart Disease based on 12-lead ECGs
par: Alkan, Muhammet, et autres
Publié: (2023)
par: Alkan, Muhammet, et autres
Publié: (2023)
Improvement of Performance in Freezing of Gait detection in Parkinsons Disease using Transformer networks and a single waist worn triaxial accelerometer
par: Sigcha, Luis, et autres
Publié: (2024)
par: Sigcha, Luis, et autres
Publié: (2024)
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding
par: Fu, Xi, et autres
Publié: (2025)
par: Fu, Xi, et autres
Publié: (2025)
Parkinson's Disease Classification via EEG: All You Need is a Single Convolutional Layer
par: Anjum, Md Fahim
Publié: (2024)
par: Anjum, Md Fahim
Publié: (2024)
Normalizing Flow-based Differentiable Particle Filters
par: Chen, Xiongjie, et autres
Publié: (2024)
par: Chen, Xiongjie, et autres
Publié: (2024)
Channel Selected Stratified Nested Cross Validation for Clinically Relevant EEG Based Parkinsons Disease Detection
par: Rasmussen, Nicholas R., et autres
Publié: (2025)
par: Rasmussen, Nicholas R., et autres
Publié: (2025)
EEG-to-Gait Decoding via Phase-Aware Representation Learning
par: Fu, Xi, et autres
Publié: (2025)
par: Fu, Xi, et autres
Publié: (2025)
Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation
par: Santos, Diogo Reis, et autres
Publié: (2024)
par: Santos, Diogo Reis, et autres
Publié: (2024)
Exploring Best Practices for ECG Pre-Processing in Machine Learning
par: Salimi, Amir, et autres
Publié: (2023)
par: Salimi, Amir, et autres
Publié: (2023)
Evidence for Phenotype-Driven Disparities in Freezing of Gait Detection and Approaches to Bias Mitigation
par: Odonga, Timothy, et autres
Publié: (2025)
par: Odonga, Timothy, et autres
Publié: (2025)
TransECG: Leveraging Transformers for Explainable ECG Re-identification Risk Analysis
par: Wang, Ziyu, et autres
Publié: (2025)
par: Wang, Ziyu, et autres
Publié: (2025)
Algorithm Based on One Monocular Video Delivers Highly Valid and Reliable Gait Parameters
par: Azhand, Arash, et autres
Publié: (2020)
par: Azhand, Arash, et autres
Publié: (2020)
Explainable AI Using Inherently Interpretable Components for Wearable-based Health Monitoring
par: Kuschel, Maurice, et autres
Publié: (2026)
par: Kuschel, Maurice, et autres
Publié: (2026)
Classification Filtering
par: Bayram, Ilker
Publié: (2025)
par: Bayram, Ilker
Publié: (2025)
An Inversion Theorem for Buffered Linear Toeplitz (BLT) Matrices and Applications to Streaming Differential Privacy
par: McMahan, H. Brendan, et autres
Publié: (2025)
par: McMahan, H. Brendan, et autres
Publié: (2025)
Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors
par: Soumma, Shovito Barua, et autres
Publié: (2024)
par: Soumma, Shovito Barua, et autres
Publié: (2024)
The Rlign Algorithm for Enhanced Electrocardiogram Analysis through R-Peak Alignment for Explainable Classification and Clustering
par: Plagwitz, Lucas, et autres
Publié: (2024)
par: Plagwitz, Lucas, et autres
Publié: (2024)
EMORF-II: Adaptive EM-based Outlier-Robust Filtering with Correlated Measurement Noise
par: Majal, Arslan, et autres
Publié: (2025)
par: Majal, Arslan, et autres
Publié: (2025)
StrikeWatch: Wrist-worn Gait Recognition with Compact Time-series Models on Low-power FPGAs
par: Ling, Tianheng, et autres
Publié: (2025)
par: Ling, Tianheng, et autres
Publié: (2025)
Enhancing UAV Security Through Zero Trust Architecture: An Advanced Deep Learning and Explainable AI Analysis
par: Haque, Ekramul, et autres
Publié: (2024)
par: Haque, Ekramul, et autres
Publié: (2024)
A Transformer-Based Approach for Diagnosing Fault Cases in Optical Fiber Amplifiers
par: Schneider, Dominic, et autres
Publié: (2025)
par: Schneider, Dominic, et autres
Publié: (2025)
Convolutional Filtering with RKHS Algebras
par: Parada-Mayorga, Alejandro, et autres
Publié: (2024)
par: Parada-Mayorga, Alejandro, et autres
Publié: (2024)
Topological Kalman Filtering on Cell Complexes
par: Liu, Chengen, et autres
Publié: (2026)
par: Liu, Chengen, et autres
Publié: (2026)
Convergence of Manifold Filter-Combine Networks
par: Johnson, David R., et autres
Publié: (2024)
par: Johnson, David R., et autres
Publié: (2024)
Real-Time Forecasting of Pathological Gait via IMU Navigation: A Few-Shot and Generative Learning Framework for Wearable Devices
par: Zhang, Wenwen, et autres
Publié: (2024)
par: Zhang, Wenwen, et autres
Publié: (2024)
X-REFINE: XAI-based RElevance input-Filtering and archItecture fiNe-tuning for channel Estimation
par: Gizzini, Abdul Karim, et autres
Publié: (2026)
par: Gizzini, Abdul Karim, et autres
Publié: (2026)
Time-Frequency Filtering Meets Graph Clustering
par: Colominas, Marcelo A., et autres
Publié: (2025)
par: Colominas, Marcelo A., et autres
Publié: (2025)
Online Graph Filtering Over Expanding Graphs
par: Das, Bishwadeep, et autres
Publié: (2024)
par: Das, Bishwadeep, et autres
Publié: (2024)
Outlier-Insensitive Kalman Filtering: Theory and Applications
par: Truzman, Shunit, et autres
Publié: (2023)
par: Truzman, Shunit, et autres
Publié: (2023)
Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data
par: Paucar-Escalante, Jesus, et autres
Publié: (2025)
par: Paucar-Escalante, Jesus, et autres
Publié: (2025)
Documents similaires
-
Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach
par: Rashnu, Alireza, et autres
Publié: (2024) -
PD-ADSV: An Automated Diagnosing System Using Voice Signals and Hard Voting Ensemble Method for Parkinson's Disease
par: Ghaheri, Paria, et autres
Publié: (2023) -
SincVAE: A new semi-supervised approach to improve anomaly detection on EEG data using SincNet and variational autoencoder
par: Pollastro, Andrea, et autres
Publié: (2024) -
An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation
par: Saadatinia, Mehrshad, et autres
Publié: (2023) -
Wearable-Based Real-time Freezing of Gait Detection in Parkinson's Disease Using Self-Supervised Learning
par: Soumma, Shovito Barua, et autres
Publié: (2024)