Tiwary Basant (15 results)

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Taschenbuch. Condition: Neu. Neuware - Natural Language Processing in Healthcare Informatics: Challenges and Future Directions is an exploration into the transformative role of NLP and AI technologies in modern healthcare systems. The book delves into foundational concepts, advanced deep learning techniques, and cutting-edge applications of NLP in clinical decision support, electronic health record analysis, medical literature mining, patient-provider communication, and personalised medicine. Structured across ten detailed chapters, the volume covers both theoretical foundations and practical implementations. Early chapters introduce AI and NLP in healthcare, highlighting applications in telehealth, wearable technologies, robotic surgery, and FDA-approved AI devices. Subsequent chapters examine challenges unique to healthcare NLP, including data quality and standardisation, linguistic variability, computational limitations, and ethical considerations such as bias, transparency, and patient privacy. The book also provides in-depth insights into deep learning approaches for medical text analysis, preprocessing and annotation strategies, the evaluation of large language models for RNA interactions, and the application of Bi-LSTM architectures for advanced healthcare NLP tasks. Innovative chapters explore the role of knowledge graphs in rare disease prediction, AI and ML for focused ultrasound treatments, mathematical modelling using fuzzy numbers for healthcare NLP trends, and AI/ML integration in drug discovery and personalised medicine. Key Features: -Detailed discussions and case studies on the applications of AI and NLP in healthcare, including telehealth, EHR analysis, and medical imaging.-In-depth coverage of challenges in healthcare NLP encompassing data quality, linguistic variability, computational requirements, and ethical considerations.-Explores deep learning techniques: RNNs, CNNs, Transformers, Bi-LSTM, and their application to medical text.-Gives practical guidance on data preprocessing, annotation, and evaluation for healthcare NLP tasks.-Provides insight into emerging trends by integrating theoretical concepts with real-world implementations, coding examples, and model workflows in Python and MATLAB.…

Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This textbook introduces fundamental concepts of bioinformatics and computational biology to the students and researchers in biology, medicine, veterinary science, agriculture, and bioengineering . The respective chapters provide detailed information on biological databases, sequence alignment, molecular evolution, next-generation sequencing, systems biology, and statistical computing using R. The book also presents a case-based discussion on clinical, veterinary, agricultural bioinformatics, and computational bioengineering for application-based learning in the respective fields. Further, it offers readers guidance on reconstructing and analysing biological networks and highlights computational methods used in systems medicine and genome-wide association mapping of diseases. Given its scope, this textbook offers an essential introductory book on bioinformatics and computational biology for undergraduate and graduate students in the life sciences, botany, zoology, physiology, biotechnology, bioinformatics, and genomic science as well as systems biology, bioengineering and the agricultural, and veterinary sciences.…

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Paperback. Condition: new. Paperback. Natural Language Processing in Healthcare Informatics: Challenges and Future Directions is an exploration into the transformative role of NLP and AI technologies in modern healthcare systems. The book delves into foundational concepts, advanced deep learning techniques, and cutting-edge applications of NLP in clinical decision support, electronic health record analysis, medical literature mining, patient-provider communication, and personalised medicine. Structured across ten detailed chapters, the volume covers both theoretical foundations and practical implementations. Early chapters introduce AI and NLP in healthcare, highlighting applications in telehealth, wearable technologies, robotic surgery, and FDA-approved AI devices. Subsequent chapters examine challenges unique to healthcare NLP, including data quality and standardisation, linguistic variability, computational limitations, and ethical considerations such as bias, transparency, and patient privacy. The book also provides in-depth insights into deep learning approaches for medical text analysis, preprocessing and annotation strategies, the evaluation of large language models for RNA interactions, and the application of Bi-LSTM architectures for advanced healthcare NLP tasks. Innovative chapters explore the role of knowledge graphs in rare disease prediction, AI and ML for focused ultrasound treatments, mathematical modelling using fuzzy numbers for healthcare NLP trends, and AI/ML integration in drug discovery and personalised medicine. Key Features: -Detailed discussions and case studies on the applications of AI and NLP in healthcare, including telehealth, EHR analysis, and medical imaging.-In-depth coverage of challenges in healthcare NLP encompassing data quality, linguistic variability, computational requirements, and ethical considerations.-Explores deep learning techniques: RNNs, CNNs, Transformers, Bi-LSTM, and their application to medical text.-Gives practical guidance on data preprocessing, annotation, and evaluation for healthcare NLP tasks.-Provides insight into emerging trends by integrating theoretical concepts with real-world implementations, coding examples, and model workflows in Python and MATLAB. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This textbook introduces fundamental concepts of bioinformatics and computational biology to the students and researchers in biology, medicine, veterinary science, agriculture, and bioengineering . The respective chapters provide detailed information on biological databases, sequence alignment, molecular evolution, next-generation sequencing, systems biology, and statistical computing using R. The book also presents a case-based discussion on clinical, veterinary, agricultural bioinformatics, and computational bioengineering for application-based learning in the respective fields. Further, it offers readers guidance on reconstructing and analysing biological networks and highlights computational methods used in systems medicine and genome-wide association mapping of diseases. Given its scope, this textbook offers an essential introductory book on bioinformatics and computational biology for undergraduate and graduate students in the life sciences, botany, zoology, physiology, biotechnology, bioinformatics, and genomic science as well as systems biology, bioengineering and the agricultural, and veterinary sciences. 248 pp. Englisch.…

Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This textbook introduces fundamental concepts of bioinformatics and computational biology to the students and researchers in biology, medicine, veterinary science, agriculture, and bioengineering .This textbook introduces fundamental concepts of bioi.…

Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This textbook introduces fundamental concepts of bioinformatics and computational biology to the students and researchers in biology, medicine, veterinary science, agriculture, and bioengineering . The respective chapters provide detailed information on biological databases, sequence alignment, molecular evolution, next-generation sequencing, systems biology, and statistical computing using R. The book also presents a case-based discussion on clinical, veterinary, agricultural bioinformatics, and computational bioengineering for application-based learning in the respective fields. Further, it offers readers guidance on reconstructing and analysing biological networks and highlights computational methods used in systems medicine and genome-wide association mapping of diseases.Given its scope, this textbook offers an essential introductory book on bioinformatics and computational biology for undergraduate and graduate students in the life sciences, botany, zoology, physiology, biotechnology, bioinformatics, and genomic science as well as systems biology, bioengineering and the agricultural, and veterinary sciences.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 248 pp. Englisch.…