Medical Applications of Artificial Intelligence

NOTE EDITORE

Enhanced, more reliable, and better understood than in the past, artificial intelligence (AI) systems can make providing healthcare more accurate, affordable, accessible, consistent, and efficient. However, AI technologies have not been as well integrated into medicine as predicted. In order to succeed, medical and computational scientists must develop hybrid systems that can effectively and efficiently integrate the experience of medical care professionals with capabilities of AI systems. After providing a general overview of artificial intelligence concepts, tools, and techniques, Medical Applications of Artificial Intelligence reviews the research, focusing on state-of-the-art projects in the field. The book captures the breadth and depth of the medical applications of artificial intelligence, exploring new developments and persistent challenges.

SOMMARIO

Introduction to Medical Applications of Artificial IntelligenceArvin AgahOverview of Artificial IntelligenceDavid O. JohnsonAn Overview of Prominent Machine Learning and Data Mining Methods with Example Applications to the Medical DomainChristopher M. GiffordIntroduction to Computational Intelligence Techniques and Areas of Their Applications in MedicineAli Niknejad and Dobrila PetrovicSatisficing or the Right Information at the Right Time: Artificial Intelligence and Information Retrieval, a Comparative Study in Medicine and LawPaul ThompsonSoft Tissue Characterization Using Genetic AlgorithmYongmin Zhong, Yashar Madjidi, Bijan Shirinzadeh, Julian Smith, and Chengfan GuAn Investigation on Support Vector Machines and Wavelet Transform in Electroencephalogram Signal ClassificationClodoaldo A. M. Lima, Renata C. B. Madeo, Sarajane Marques Peres, and Marcio EisencraftBuilding Naïve Bayes Classifiers with High-Dimensional and Small-Sized Data SetsLin Liu and Jiuyong LiPredicting Toxicity of Chemicals ComputationallyMeenakshi Mishra, Jun Huan, and Brian PotetzCancer Prediction Methodology Using an Enhanced Artificial Neural Network–Based Classifier and Dominant Gene ExpressionManaswini Pradhan and Ranjit Kumar SahuA System for Melanoma Diagnosis Based on Data MiningJerzy W. Grzymala-Busse, Zdzislaw S. Hippe, and Lukasz PiatekImplementation and Optimization of a Method for Retinal Layer Extraction and Reconstruction in Optical Coherence Tomography ImagesMarcos Ortega Hortas, Ana González López, Manuel Gonzalez Penedo, and Pablo Charlón CardeñosoDeep Learning for the Semiautomated Analysis of Pap SmearsKriti Chakdar and Brian PotetzA Penalized Fuzzy Clustering Algorithm with its Application in Magnetic Resonance Image SegmentationWen-Liang Hung and Miin-Shen YangUncertainty, Safety, and Performance: A Generalizable Approach to Risk- Based (Therapeutic) Decision MakingJ. Geoffrey Chase, Balazs Benyo, Thomas Desaive, Liam Fisk, Jennifer L. Dickson, Sophie Penning, Matthew K. Signal, Attila Illyes, Noeimi Szabo-Nemedi, and Geoffrey M. ShawClinical Decision Support in Medicine: A Survey of Current State-of-the-Art Implementations, Best Practices, and GapsSylvia Tidwell Scheuring, Wanda Larson, Jerome Scheuring, and Thomas HarlanFuzzy Naïve Bayesian Approach for Medical Decision SupportKavishwar Wagholikar and Ashok DeshpandeApproaches for Establishing Methodologies in Metabolomic Studies for Clinical DiagnosticsDaniel J. Peirano, Alexander A. Aksenov, Alberto Pasamontes, and Cristina E. DavisA Comparison of Seven Discretization Techniques Used for Rule Induction from Data on the Lazy Eye Vision DisorderPatrick G. Clark, Jerzy W. Grzymala-Busse, and Gerhard W. CibisA Crash Introduction to Ambient Assisted LivingManuel Fernández-Carmona and Cristina UrdialesIntelligent Light Therapy for Older Adults: Ambient Assisted LivingJoost van Hoof, Eveline J.M. Wouters, Björn Schräder, Harold T.G. Weffers, Mariëlle P.J. Aarts, Myriam B.C. Aries, and Adriana C. WesterlakenContext Awareness for Medical ApplicationsNathalie Bricon-Souf and Emmanuel ConchonNatural Language Processing in MedicineRui Zhang, Yan Wang, and Genevieve B. MeltonIntelligent Personal Health RecordGang Luo, Selena B. Thomas, and Chunqiang TangApplication of Artificial Intelligence in Minimally Invasive Surgery and Artificial PalpationSiamak Najarian and Pedram PahlavanWearable Behavior Navigation Systems for First-Aid AssistanceEimei Oyama, Norifumi Watanabe, Naoji Shiroma, and Takashi OmoriArtificial Intelligence Approaches for Drug Safety Surveillance and AnalysisMei Liu, Yong Hu, Michael E. Matheny, Lian Duan, and Hua XuArtificial Intelligence Resources: Publications and ToolsArvin Agah

AUTORE

Arvin Agah

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9781439884331
• Dimensioni: 10 x 7 in Ø 2.40 lb
• Formato: Copertina rigida
• Illustration Notes: 152 b/w images, 65 tables and Approx. 74 equations
• Pagine Arabe: 526