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Emotion and Sentiment Detection in Patient Conversations
Paperback
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ISBN13: 9798262067107
Publisher: Independently Published
Published: Aug 24 2025
Pages: 238
Weight: 0.71
Height: 0.50 Width: 6.00 Depth: 9.00
Language: English
Publisher: Independently Published
Published: Aug 24 2025
Pages: 238
Weight: 0.71
Height: 0.50 Width: 6.00 Depth: 9.00
Language: English
Emotion and Sentiment Detection in Patient Conversations offers a groundbreaking exploration of how artificial intelligence is transforming the way healthcare professionals understand and respond to patient emotions.
From the subtle cues of anxiety in a patient's voice to the sentiments hidden in written feedback, emotions are central to effective healthcare delivery. Yet, until recently, these emotional dimensions were difficult to systematically analyze. This book shows how cutting-edge methods in natural language processing, machine learning, and deep learning are changing that reality-making it possible to detect and interpret patient emotions with unprecedented precision.
From the subtle cues of anxiety in a patient's voice to the sentiments hidden in written feedback, emotions are central to effective healthcare delivery. Yet, until recently, these emotional dimensions were difficult to systematically analyze. This book shows how cutting-edge methods in natural language processing, machine learning, and deep learning are changing that reality-making it possible to detect and interpret patient emotions with unprecedented precision.
The book spans both theory and practice: it explains the psychology and linguistics of emotional expression, surveys computational techniques from lexicon-based approaches to neural networks, and demonstrates their applications in clinical conversations, mental health assessment, and patient feedback systems. It also highlights the rise of virtual health assistants and emotion-aware healthcare platforms, pointing toward a future where technology can not only inform but also empathize.
Importantly, this book does not shy away from critical challenges. Issues of bias, fairness, privacy, security, and interpretability are discussed in detail, ensuring that readers understand the ethical and societal dimensions of adopting these tools in medicine.
Written for researchers, healthcare professionals, technologists, and policymakers, Emotion and Sentiment Detection in Patient Conversations is both a comprehensive guide to current methods and a visionary look at the future of emotion-aware healthcare.
Importantly, this book does not shy away from critical challenges. Issues of bias, fairness, privacy, security, and interpretability are discussed in detail, ensuring that readers understand the ethical and societal dimensions of adopting these tools in medicine.
Written for researchers, healthcare professionals, technologists, and policymakers, Emotion and Sentiment Detection in Patient Conversations is both a comprehensive guide to current methods and a visionary look at the future of emotion-aware healthcare.
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