1.

Record Nr.

UNINA9910138296603321

Autore

Kenji Suzuki

Titolo

Artificial neural networks : methodological advances and biomedical applications / / edited by Kenji Suzuki

Pubbl/distr/stampa

IntechOpen, 2011

[Place of publication not identified] : , : InTech, , [2011]

©2011

ISBN

953-51-4498-7

Edizione

[1st ed.]

Descrizione fisica

1 online resource (376 pages)

Disciplina

006.3

Soggetti

Artificial intelligence

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Sommario/riassunto

Artificial neural networks may probably be the single most successful technology in the last two decades which has been widely used in a large variety of applications in various areas. The purpose of this book is to provide recent advances of artificial neural networks in biomedical applications. The book begins with fundamentals of artificial neural networks, which cover an introduction, design, and optimization. Advanced architectures for biomedical applications, which offer improved performance and desirable properties, follow. Parts continue with biological applications such as gene, plant biology, and stem cell, medical applications such as skin diseases, sclerosis, anesthesia, and physiotherapy, and clinical and other applications such as clinical outcome, telecare, and pre-med student failure prediction. Thus, this book will be a fundamental source of recent advances and applications of artificial neural networks in biomedical areas. The target audience includes professors and students in engineering and medical schools, researchers and engineers in biomedical industries, medical doctors, and healthcare professionals.