Explainable AI Using Inherently Interpretable Components for Wearable-based Health Monitoring
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Kuschel, Maurice, Vieluf, Solveig, Reinsberger, Claus, Loddenkemper, Tobias, Hasija, Tanuj |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
The Role of Explainable AI in Revolutionizing Human Health Monitoring: A Review
par: Alharthi, Abdullah, et autres
Publié: (2024)
par: Alharthi, Abdullah, et autres
Publié: (2024)
Enhancing Wearable based Real-Time Glucose Monitoring via Phasic Image Representation Learning based Deep Learning
par: Zhu, Yidong, et autres
Publié: (2024)
par: Zhu, Yidong, et autres
Publié: (2024)
Context-Aware Stress Monitoring using Wearable and Mobile Technologies in Everyday Settings
par: Aqajari, Seyed Amir Hossein, et autres
Publié: (2023)
par: Aqajari, Seyed Amir Hossein, et autres
Publié: (2023)
A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy Sensors
par: Nguyen, Minh Ngoc, et autres
Publié: (2025)
par: Nguyen, Minh Ngoc, et autres
Publié: (2025)
Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data
par: Katta, Srikar, et autres
Publié: (2023)
par: Katta, Srikar, et autres
Publié: (2023)
Multimodal Physical Fitness Monitoring (PFM) Framework Based on TimeMAE-PFM in Wearable Scenarios
par: Zhang, Junjie, et autres
Publié: (2024)
par: Zhang, Junjie, et autres
Publié: (2024)
Stress Detection Using Wearable Physiological and Sociometric Sensors
par: Mozos, Oscar Martinez, et autres
Publié: (2026)
par: Mozos, Oscar Martinez, et autres
Publié: (2026)
Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection
par: Udayantha, Dinuka Sandun, et autres
Publié: (2024)
par: Udayantha, Dinuka Sandun, et autres
Publié: (2024)
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)
Loneliness Forecasting Using Multi-modal Wearable and Mobile Sensing in Everyday Settings
par: Yang, Zhongqi, et autres
Publié: (2024)
par: Yang, Zhongqi, et autres
Publié: (2024)
Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals
par: Toosi, Maedeh H., et autres
Publié: (2026)
par: Toosi, Maedeh H., et autres
Publié: (2026)
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)
A Machine Learning-Driven Wireless System for Structural Health Monitoring
par: Pop, Marius, et autres
Publié: (2024)
par: Pop, Marius, et autres
Publié: (2024)
Explainable AI guided unsupervised fault diagnostics for high-voltage circuit breakers
par: Hsu, Chi-Ching, et autres
Publié: (2025)
par: Hsu, Chi-Ching, et autres
Publié: (2025)
Wearable Accelerometer Foundation Models for Health via Knowledge Distillation
par: Abbaspourazad, Salar, et autres
Publié: (2024)
par: Abbaspourazad, Salar, et autres
Publié: (2024)
Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors
par: Wang, Chunzhuo, et autres
Publié: (2025)
par: Wang, Chunzhuo, et autres
Publié: (2025)
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)
Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and Prognosis
par: Cohen, Joseph, et autres
Publié: (2023)
par: Cohen, Joseph, et autres
Publié: (2023)
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)
A Survey on Multimodal Wearable Sensor-based Human Action Recognition
par: Ni, Jianyuan, et autres
Publié: (2024)
par: Ni, Jianyuan, et autres
Publié: (2024)
AI-driven Inverse Design of Band-Tunable Mechanical Metastructures for Tailored Vibration Mitigation
par: Gupta, Tanuj, et autres
Publié: (2024)
par: Gupta, Tanuj, et autres
Publié: (2024)
Uncertainty Aware Deep Neural Network for Multistatic Localization with Application to Ultrasonic Structural Health Monitoring
par: Khurjekar, Ishan D., et autres
Publié: (2020)
par: Khurjekar, Ishan D., et autres
Publié: (2020)
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)
Unimodal and Multimodal Sensor Fusion for Wearable Activity Recognition
par: Bello, Hymalai
Publié: (2024)
par: Bello, Hymalai
Publié: (2024)
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers
par: Pradeepkumar, Jathurshan, et autres
Publié: (2022)
par: Pradeepkumar, Jathurshan, et autres
Publié: (2022)
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task
par: Haresamudram, Harish, et autres
Publié: (2024)
par: Haresamudram, Harish, et autres
Publié: (2024)
Toward Foundation Model for Multivariate Wearable Sensing of Physiological Signals
par: Luo, Yunfei, et autres
Publié: (2024)
par: Luo, Yunfei, et autres
Publié: (2024)
Towards Interpretable Damage Detection based on Aerodynamic Pressure Measurements
par: Franz, Philip, et autres
Publié: (2026)
par: Franz, Philip, et autres
Publié: (2026)
ConvexECG: Lightweight and Explainable Neural Networks for Personalized, Continuous Cardiac Monitoring
par: Ansari, Rayan, et autres
Publié: (2024)
par: Ansari, Rayan, et autres
Publié: (2024)
Time-Vertex Machine Learning for Optimal Sensor Placement in Temporal Graph Signals: Applications in Structural Health Monitoring
par: Niresi, Keivan Faghih, et autres
Publié: (2025)
par: Niresi, Keivan Faghih, et autres
Publié: (2025)
Transformer-Based Indirect Structural Health Monitoring of Rail Infrastructure with Attention-Driven Detection and Localization of Transient Defects
par: Ma, Sizhe, et autres
Publié: (2025)
par: Ma, Sizhe, et autres
Publié: (2025)
Predicting Chest Radiograph Findings from Electrocardiograms Using Interpretable Machine Learning
par: Matejas, Julia, et autres
Publié: (2025)
par: Matejas, Julia, et autres
Publié: (2025)
Machine Intelligence on the Edge: Interpretable Cardiac Pattern Localisation Using Reinforcement Learning
par: Tian, Haozhe, et autres
Publié: (2025)
par: Tian, Haozhe, et autres
Publié: (2025)
Wearable-based Fair and Accurate Pain Assessment Using Multi-Attribute Fairness Loss in Convolutional Neural Networks
par: Zhu, Yidong, et autres
Publié: (2023)
par: Zhu, Yidong, et autres
Publié: (2023)
Battery State of Health Estimation Using LLM Framework
par: Yunusoglu, Aybars, et autres
Publié: (2025)
par: Yunusoglu, Aybars, et autres
Publié: (2025)
Accurate Diagnosis of Respiratory Viruses Using an Explainable Machine Learning with Mid-Infrared Biomolecular Fingerprinting of Nasopharyngeal Secretions
par: Zhang, Wenwen, et autres
Publié: (2025)
par: Zhang, Wenwen, et autres
Publié: (2025)
Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach
par: Kazemi, Kianoosh, et autres
Publié: (2025)
par: Kazemi, Kianoosh, et autres
Publié: (2025)
Deep-seeded Clustering for Emotion Recognition from Wearable Physiological Sensors
par: Conceição, Marta A., et autres
Publié: (2023)
par: Conceição, Marta A., et autres
Publié: (2023)
Towards a Universal Vibration Analysis Dataset: A Framework for Transfer Learning in Predictive Maintenance and Structural Health Monitoring
par: Sehri, Mert, et autres
Publié: (2025)
par: Sehri, Mert, et autres
Publié: (2025)
ESDS: AI-Powered Early Stunting Detection and Monitoring System using Edited Radius-SMOTE Algorithm
par: Pramana, A. A. Gde Yogi, et autres
Publié: (2024)
par: Pramana, A. A. Gde Yogi, et autres
Publié: (2024)
Documents similaires
-
The Role of Explainable AI in Revolutionizing Human Health Monitoring: A Review
par: Alharthi, Abdullah, et autres
Publié: (2024) -
Enhancing Wearable based Real-Time Glucose Monitoring via Phasic Image Representation Learning based Deep Learning
par: Zhu, Yidong, et autres
Publié: (2024) -
Context-Aware Stress Monitoring using Wearable and Mobile Technologies in Everyday Settings
par: Aqajari, Seyed Amir Hossein, et autres
Publié: (2023) -
A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy Sensors
par: Nguyen, Minh Ngoc, et autres
Publié: (2025) -
Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data
par: Katta, Srikar, et autres
Publié: (2023)