Opis: Medical Applications of Artificial Intelligence

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.Introduction to Medical Applications of Artificial Intelligence Arvin Agah Overview of Artificial Intelligence David O. Johnson An Overview of Prominent Machine Learning and Data Mining Methods with Example Applications to the Medical Domain Christopher M. Gifford Introduction to Computational Intelligence Techniques and Areas of Their Applications in Medicine Ali Niknejad and Dobrila Petrovic Satisficing or the Right Information at the Right Time: Artificial Intelligence and Information Retrieval, a Comparative Study in Medicine and Law Paul Thompson Soft Tissue Characterization Using Genetic Algorithm Yongmin Zhong, Yashar Madjidi, Bijan Shirinzadeh, Julian Smith, and Chengfan Gu An 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 Building Naive Bayes Classifiers with High-Dimensional and Small-Sized Data Sets Lin Liu and Jiuyong Li Predicting Toxicity of Chemicals Computationally Meenakshi Mishra, Jun Huan, and Brian Potetz Cancer Prediction Methodology Using an Enhanced Artificial Neural Network-Based Classifier and Dominant Gene Expression Manaswini Pradhan and Ranjit Kumar Sahu A System for Melanoma Diagnosis Based on Data Mining Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, and Lukasz Piatek 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 Deep Learning for the Semiautomated Analysis of Pap Smears Kriti Chakdar and Brian Potetz A Penalized Fuzzy Clustering Algorithm with its Application in Magnetic Resonance Image Segmentation Wen-Liang Hung and Miin-Shen Yang 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 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 Fuzzy Naive Bayesian Approach for Medical Decision Support Kavishwar Wagholikar and Ashok Deshpande Approaches for Establishing Methodologies in Metabolomic Studies for Clinical Diagnostics Daniel J. Peirano, Alexander A. Aksenov, Alberto Pasamontes, and Cristina E. Davis 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 A Crash Introduction to Ambient Assisted Living Manuel Fernandez-Carmona and Cristina Urdiales Intelligent Light Therapy for Older Adults: Ambient Assisted Living Joost van Hoof, Eveline J.M. Wouters, Bjorn Schrader, Harold T.G. Weffers, Marielle P.J. Aarts, Myriam B.C. Aries, and Adriana C. Westerlaken Context Awareness for Medical Applications Nathalie Bricon-Souf and Emmanuel Conchon Natural Language Processing in Medicine Rui Zhang, Yan Wang, and Genevieve B. Melton Intelligent Personal Health Record Gang Luo, Selena B. Thomas, and Chunqiang Tang Application of Artificial Intelligence in Minimally Invasive Surgery and Artificial Palpation Siamak Najarian and Pedram Pahlavan Wearable Behavior Navigation Systems for First-Aid Assistance Eimei Oyama, Norifumi Watanabe, Naoji Shiroma, and Takashi Omori Artificial Intelligence Approaches for Drug Safety Surveillance and Analysis Mei Liu, Yong Hu, Michael E. Matheny, Lian Duan, and Hua Xu Artificial Intelligence Resources: Publications and Tools Arvin Agah

Szczegóły: Medical Applications of Artificial Intelligence

Tytuł: Medical Applications of Artificial Intelligence
Producent: CRC Press Inc.
ISBN: 9781439884331
Rok produkcji: 2013
Ilość stron: 526
Oprawa: Twarda
Waga: 1.14 kg

Recenzje: Medical Applications of Artificial Intelligence