Medical applications of artificial intelligence için kapak resmi
Başlık:
Medical applications of artificial intelligence
Yazar:
Agah, Arvin, editor.
ISBN:
9780429184383
Fiziksel Tanımlama:
1 online resource
İçerik:
1. Introduction to medical applications of artificial intelligence / Arvin Agah -- 2. Overview of artificial intelligence / David O. Johnson -- 3. Overview of prominent machine learning and data mining methods with example applications to the medical domain / Christopher M. Gifford -- 4. Introduction to computational intelligence techniques and areas of their applications in medicine / Ali Niknejad and Dobrila Petrovic -- 5. Satisficing or the right information at the right time : artificial intelligence and information retrieval, a comparative study in medicine and law / Paul Thompson -- 6. Soft tissue characterization using genetic algorithm / Yongmin Zhong, Yashar Madjidi, Bijan Shirinzadeh, Julian Smith, and Chengfan Gu -- 7. Investigation on support vector machines and wavelet transform in electroencephalogram signal classification / Clodoaldo A. M. Lima, Renata C. B. Madeo, Sarajane Marques Peres, and Marcio Eisencraft -- 8. Building Naïve Bayes Classifiers with high-dimensional and small-sized data sets / Lin Liu and Jiuyong Li -- 9. Predicting toxicity of chemicals computationally / Meenakshi Mishra, Jun Huan, and Brian Potetz -- 10. Cancer prediction methodology using an enhanced artificial neural network-based classifier and dominant gene expression / Manaswini Pradhan and Ranjit Kumar Sahu -- 11. A system for melanoma diagnosis based on data mining / Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, and Lukasz Piatek -- 12. Implementation and optimization of a method for retinal layer extraction and reconstruction in optical coherence tomography images / Marcos Ortega Hortas, Ana Gonzalez Lopez, Manuel Gonzalez Penedo, and Pablo Charlon Cardenoso -- 13. Deep learning for the semiautomated analysis of pap smears / Kriti Chakdar and Brian Potetz -- 14. A penalized fuzzy clustering algorithm with its application in magnetic resonance image segmentation / Wen-Liang Hung and Miin-Shen Yang -- 15. Uncertainty, safety, and performance : a generalizable approach to risk-based (therapeutic) decision making / J. Geoffrey Chase, Balazs Benyo, Thomas Desaive, Liam Fisk, Jennifer L. Dickson, Sophie Penning, Matthew K. Signal, Attila Illyes, Noeimi Szabo-Nemedi, and Geoffrey M. Shaw -- 16. Clinical decision support in medicine : a survey of current state-of-the-art implementations, best practices, and gaps / Sylvia Tidwell Scheuring, Wanda Larson, Jerome Scheuring, and Thomas Harlan -- 17. Fuzzy nave Bayesian approach for medical decision support / Kavishwar B. Wagholikar and Ashok W. Deshpande -- 18. Approaches for establishing methodologies in metabolomic studies for clinical diagnostics / Daniel J. Peirano, Alexander A. Aksenov, Alberto Pasamontes, and Cristina E. Davis -- 19. A comparison of seven discretization techniques used for rule induction from data on the lazy eye vision disorder / Patrick G. Clark, Jerzy W. Grzymala-Busse, and Gerhard W. Cibis --

20. A crash introduction to ambient assisted living / Manuel Fernandez-Carmona and Cristina Urdiales -- 21. Intelligent light therapy for older adults : ambient assisted living / Joost van Hoof, Eveline J. M. Wouters, Bjorn Schrader, Harold T. G. Weffers, Marieulle P. J. Aarts, Myriam B. C. Aries, and Adriana C. Westerlaken -- 22. Context awareness for medical applications / Nathalie Bricon-Souf and Emmanuel Conchon -- 23. Natural language processing in medicine / Rui Zhang, Yan Wang, and Genevieve B. Melton -- 24. Intelligent personal health record / Gang Luo, Selena B. Thomas, and Chunqiang Tang -- 25. Application of artificial intelligence in minimally invasive surgery and artificial palpation / Siamak Najarian and Pedram Pahlavan -- 26. Wearable behavior navigation systems for first-aid assistance / Eimei Oyama, Norifumi Watanabe, Naoji Shiroma, and Takashi Omori -- 27. Artificial intelligence approaches for drug safety surveillance and analysis / Mei Liu, Yong Hu, Michael E. Matheny, Lian Duan, and Hua Xu -- 28. Artificial intelligence resources : publications and tools / Arvin Agah.
Özet:
Artificial Intelligence techniques have been successfully applied to the medical domain, and AI systems are being integrated into healthcare. AI systems can make providing healthcare more accurate, less expensive, more available, and more efficient. They are consistent and can be mass produced. This book includes a number of contributed chapters that detail the most recent advances and research efforts by world-wide experts in the field. The chapters follow the organization of the taxonomy; and offer a clear connection between chapters--Provided by publisher.
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E-Kitap 546161-1001 R859.7 .A78 M43 2014
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