Machine Learning and Iot: A Biological Perspective

✍ Scribed by Shampa Sen; Leonid Datta; Sayak Mitra (eds.)

• Publisher: CRC Press
• Year: 2019
• Tongue: English
• Leaves: 375
• Category: Library

✦ Synopsis

This book discusses some of the innumerable ways in which computational methods can be used to facilitate research in biology and medicine - from storing enormous amounts of biological data to solving complex biological problems and enhancing treatment of various grave diseases.

✦ Table of Contents

Content: Machine Learning: A Powerful Tool for BiologistsShishir K BeheraMining and Analysis of Bioprocess DataShampa SenData Mining in NutrigenomicsShampa SenMachine Learning in Metabolic EngineeringSayak MitraBig Data and TranscriptomicsMohanapriya ArumugamComparative Study of Predictive Models In Microbial Induced CorrosionNitu JosephApplication of Data Mining Techniques In Autoimmune Diseases Research and TreatmentSweta Bhattacharya Data Mining Techniques in Imaging of Embryogenesis Diptesh MahajanMachine Learning Approach to Overcome The Challenges In Theranostics: A ReviewShampa SenEmotion Detection SystemLeonid DattaSegmentation and Clinical Outcome Prediction In Brain LesionsSharmila NageswaranMachine Learning based Hospital-acquired Infection Control SystemSehaj SharmaNo Human Doctor: Learning of the MachineShampa SenThe IoT RevolutionDenim DattaHealthcare IoT (H-IoT): Applications and Ethical ConcernsShampa SenBrain Computer InterfaceShampa SenIoT-Based Wearable Medical Devices Gayathri MPeople with Disabilities: Helping Hand of IoTShampa SenSmart Analytical LabShampa SenCrop and animal farming IoT (CAF-IoT)Shampa SenMachine Learning: A Powerful Tool for BiologistsShishir K BeheraMining and Analysis of Bioprocess DataShampa SenData Mining in NutrigenomicsShampa SenMachine Learning in Metabolic EngineeringSayak MitraBig Data and TranscriptomicsMohanapriya ArumugamComparative Study of Predictive Models In Microbial Induced CorrosionNitu JosephApplication of Data Mining Techniques In Autoimmune Diseases Research and TreatmentSweta Bhattacharya Data Mining Techniques in Imaging of Embryogenesis Diptesh MahajanMachine Learning Approach to Overcome The Challenges In Theranostics: A ReviewShampa SenEmotion Detection SystemLeonid DattaSegmentation and Clinical Outcome Prediction In Brain LesionsSharmila NageswaranMachine Learning based Hospital-acquired Infection Control SystemSehaj SharmaNo Human Doctor: Learning of the MachineShampa SenThe IoT RevolutionDenim DattaHealthcare IoT (H-IoT): Applications and Ethical ConcernsShampa SenBrain Computer InterfaceShampa SenIoT-Based Wearable Medical Devices Gayathri MPeople with Disabilities: Helping Hand of IoTShampa SenSmart Analytical LabShampa SenCrop and animal farming IoT (CAF-IoT)Shampa Sen

✦ Subjects

Biology -- Data processing -- Methodology;Bioinformatics -- Methodology