ArtifiAI for Aging Rehabilitation and Intelligent Assisted Living
Springer Verlag, Singapore
978-981-95-0567-8 (ISBN)
The 10 full papers presented in this volume were carefully reviewed and selected from 14 submissions.
They are grouped into the following topics: Multimodal data collection; Telemedicine; Sensor-based remote monitoring; Privacy-preserving algorithms; and Generative AI in elderly care.
.- Early Prediction of Agitation in Community-Dwelling People with Dementia using Multimodal Sensors and Machine Learning: Benchmarking of State-of-the-Art Techniques.
.- Conversational AI for Cognitive, Emotional, and Social Engagement of Elderly Persons: A Large Language Model-Based Framework.
.- Dynamics of Affective States During Takeover Requests in Conditionally Automated Driving Among Older Adults with and without Cognitive Impairment.
.- Continuous Monitoring of Emotional Decline in Older Chinese Adults via Hierarchical Temporal Inference.
.- Rehabilitation Exercise Quality Assessment and Feedback Generation Using Large Language Models with Prompt Engineering.
.- Transforming Digital Reminder Systems for Dementia Care into Behavioral Anomaly Detectors: A Proof-of-Concept Using LSTM Autoencoders.
.- BabaSpeech: A Deep Learning-Based Translation of Sign Language into Lingala Text and Speech for Deaf-Mute Inclusivity.
.- Scene Invariant Cross Camera Anomaly Detection of Behaviours of Risk in People with Dementia.
.- Enhancing Diabetic Foot Ulcer Assessment through Fine-tuned Vision-Language Models.
.- Brain Imaging and Tissue Segmentation from Paired CT-MRI Labels for Cognitively Normal and Dementia Cohort.
| Erscheinungsdatum | 24.07.2025 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | 34 Illustrations, color; 7 Illustrations, black and white |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Medizin / Pharmazie ► Pflege ► Altenpflege | |
| Naturwissenschaften ► Biologie | |
| Schlagworte | Accessibility technologies • Anomaly Detection • Cloud Computing • data analytics • Data Cleaning • data integration • Data Mining • data stream mining • Ensemble methods • health care information systems • Learning from noisy data • machine learning • medical information systems • Multimodal data fusion • Neural networks • privacy-preserving protocols • Rehabilitation • supervised learning • ubiquitous and mobile computing systems and tools • Unsupervised Learning |
| ISBN-10 | 981-95-0567-4 / 9819505674 |
| ISBN-13 | 978-981-95-0567-8 / 9789819505678 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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