Copertina

Explainable AI Using Inherently Interpretable Components for Wearable-based Health Monitoring

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Kuschel, Maurice, Vieluf, Solveig, Reinsberger, Claus, Loddenkemper, Tobias, Hasija, Tanuj
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Signal Processing Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

The Role of Explainable AI in Revolutionizing Human Health Monitoring: A Review
di: Alharthi, Abdullah, et al.
Pubblicazione: (2024)

Enhancing Wearable based Real-Time Glucose Monitoring via Phasic Image Representation Learning based Deep Learning
di: Zhu, Yidong, et al.
Pubblicazione: (2024)

Context-Aware Stress Monitoring using Wearable and Mobile Technologies in Everyday Settings
di: Aqajari, Seyed Amir Hossein, et al.
Pubblicazione: (2023)

A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy Sensors
di: Nguyen, Minh Ngoc, et al.
Pubblicazione: (2025)

Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data
di: Katta, Srikar, et al.
Pubblicazione: (2023)

Multimodal Physical Fitness Monitoring (PFM) Framework Based on TimeMAE-PFM in Wearable Scenarios
di: Zhang, Junjie, et al.
Pubblicazione: (2024)

Stress Detection Using Wearable Physiological and Sociometric Sensors
di: Mozos, Oscar Martinez, et al.
Pubblicazione: (2026)

Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection
di: Udayantha, Dinuka Sandun, et al.
Pubblicazione: (2024)

Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data
di: Paucar-Escalante, Jesus, et al.
Pubblicazione: (2025)

Loneliness Forecasting Using Multi-modal Wearable and Mobile Sensing in Everyday Settings
di: Yang, Zhongqi, et al.
Pubblicazione: (2024)

Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals
di: Toosi, Maedeh H., et al.
Pubblicazione: (2026)

Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors
di: Soumma, Shovito Barua, et al.
Pubblicazione: (2024)

A Machine Learning-Driven Wireless System for Structural Health Monitoring
di: Pop, Marius, et al.
Pubblicazione: (2024)

Explainable AI guided unsupervised fault diagnostics for high-voltage circuit breakers
di: Hsu, Chi-Ching, et al.
Pubblicazione: (2025)

Wearable Accelerometer Foundation Models for Health via Knowledge Distillation
di: Abbaspourazad, Salar, et al.
Pubblicazione: (2024)

Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors
di: Wang, Chunzhuo, et al.
Pubblicazione: (2025)

Wearable-Based Real-time Freezing of Gait Detection in Parkinson's Disease Using Self-Supervised Learning
di: Soumma, Shovito Barua, et al.
Pubblicazione: (2024)

Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and Prognosis
di: Cohen, Joseph, et al.
Pubblicazione: (2023)

Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification
di: Wang, Jing, et al.
Pubblicazione: (2025)

A Survey on Multimodal Wearable Sensor-based Human Action Recognition
di: Ni, Jianyuan, et al.
Pubblicazione: (2024)

AI-driven Inverse Design of Band-Tunable Mechanical Metastructures for Tailored Vibration Mitigation
di: Gupta, Tanuj, et al.
Pubblicazione: (2024)

Uncertainty Aware Deep Neural Network for Multistatic Localization with Application to Ultrasonic Structural Health Monitoring
di: Khurjekar, Ishan D., et al.
Pubblicazione: (2020)

Enhancing UAV Security Through Zero Trust Architecture: An Advanced Deep Learning and Explainable AI Analysis
di: Haque, Ekramul, et al.
Pubblicazione: (2024)

Unimodal and Multimodal Sensor Fusion for Wearable Activity Recognition
di: Bello, Hymalai
Pubblicazione: (2024)

Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers
di: Pradeepkumar, Jathurshan, et al.
Pubblicazione: (2022)

Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task
di: Haresamudram, Harish, et al.
Pubblicazione: (2024)

Toward Foundation Model for Multivariate Wearable Sensing of Physiological Signals
di: Luo, Yunfei, et al.
Pubblicazione: (2024)

Towards Interpretable Damage Detection based on Aerodynamic Pressure Measurements
di: Franz, Philip, et al.
Pubblicazione: (2026)

ConvexECG: Lightweight and Explainable Neural Networks for Personalized, Continuous Cardiac Monitoring
di: Ansari, Rayan, et al.
Pubblicazione: (2024)

Time-Vertex Machine Learning for Optimal Sensor Placement in Temporal Graph Signals: Applications in Structural Health Monitoring
di: Niresi, Keivan Faghih, et al.
Pubblicazione: (2025)

Transformer-Based Indirect Structural Health Monitoring of Rail Infrastructure with Attention-Driven Detection and Localization of Transient Defects
di: Ma, Sizhe, et al.
Pubblicazione: (2025)

Predicting Chest Radiograph Findings from Electrocardiograms Using Interpretable Machine Learning
di: Matejas, Julia, et al.
Pubblicazione: (2025)

Machine Intelligence on the Edge: Interpretable Cardiac Pattern Localisation Using Reinforcement Learning
di: Tian, Haozhe, et al.
Pubblicazione: (2025)

Wearable-based Fair and Accurate Pain Assessment Using Multi-Attribute Fairness Loss in Convolutional Neural Networks
di: Zhu, Yidong, et al.
Pubblicazione: (2023)

Battery State of Health Estimation Using LLM Framework
di: Yunusoglu, Aybars, et al.
Pubblicazione: (2025)

Accurate Diagnosis of Respiratory Viruses Using an Explainable Machine Learning with Mid-Infrared Biomolecular Fingerprinting of Nasopharyngeal Secretions
di: Zhang, Wenwen, et al.
Pubblicazione: (2025)

Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach
di: Kazemi, Kianoosh, et al.
Pubblicazione: (2025)

Deep-seeded Clustering for Emotion Recognition from Wearable Physiological Sensors
di: Conceição, Marta A., et al.
Pubblicazione: (2023)

Towards a Universal Vibration Analysis Dataset: A Framework for Transfer Learning in Predictive Maintenance and Structural Health Monitoring
di: Sehri, Mert, et al.
Pubblicazione: (2025)

ESDS: AI-Powered Early Stunting Detection and Monitoring System using Edited Radius-SMOTE Algorithm
di: Pramana, A. A. Gde Yogi, et al.
Pubblicazione: (2024)