Bioinformatics and medical applications : big data using deep learning algorithms /

BIOINFORMATICS AND MEDICAL APPLICATIONS The main topics addressed in this book are big data analytics problems in bioinformatics research such as microarray data analysis, sequence analysis, genomics-based analytics, disease network analysis, techniques for big data analytics, and health information...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Suresh, A.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, NJ : Wiley : Beverly, MA : Scrivener Publishing, 2022.
Temas:
Medical informatics.
Bioinformatics.
Big data.
Deep learning (Machine learning)
Computational Biology
Médecine > Informatique.
Bio-informatique.
Données volumineuses.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Probabilistic Optimization of Machine Learning Algorithms for Heart Disease Prediction / Jaspreet Kaur, Bharti Joshi, Rajashree Shedge
  • Cancerous Cells Detection in Lung Organs of Human Body: IoT-Based Healthcare 4.0 Approach / Rohit Rastogi, DK Chaturvedi, Sheelu Sagar, Neeti Tandon, Mukund Rastogi
  • Computational Predictors of the Predominant Protein Function: SARS-CoV-2 Case / Carlos Polanco, Manlio F Márquez, Gilberto Vargas-Alarcón
  • Deep Learning in Gait Abnormality Detection: Principles and Illustrations / Saikat Chakraborty, Sruti Sambhavi, Anup Nandy
  • Broad Applications of Network Embeddings in Computational Biology, Genomics, Medicine, and Health / Akanksha Jaiswar, Devender Arora, Manisha Malhotra, Abhimati Shukla, Nivedita Rai
  • Heart Disease Classification Using Regional Wall Thickness by Ensemble Classifier / J Prakash, Kumar B Vinoth, R Sandhya
  • Deep Learning for Medical Informatics and Public Health / K Aditya Shastry, H A Sanjay, M Lakshmi, N Preetham
  • An Insight Into Human Pose Estimation and Its Applications / Shambhavi Mishra, Janamejaya Channegowda, Kasina Jyothi Swaroop
  • Brain Tumor Analysis Using Deep Learning: Sensor and IoT-Based Approach for Futuristic Healthcare / Rohit Rastogi, DK Chaturvedi, Sheelu Sagar, Neeti Tandon, Akshit Rajan Rastogi
  • Study of Emission From Medicinal Woods to Curb Threats of Pollution and Diseases: Global Healthcare Paradigm Shift in 21st Century / Rohit Rastogi, Mamta Saxena, Devendra Kr Chaturvedi, Sheelu Sagar, Neha Gupta, Harshit Gupta, Akshit Rajan Rastogi, Divya Sharma, Manu Bhardwaj, Pranav Sharma
  • An Economical Machine Learning Approach for Anomaly Detection in IoT Environment / N Ambika
  • Indian Science of Yajna and Mantra to Cure Different Diseases: An Analysis Amidst Pandemic With a Simulated Approach / Rohit Rastogi, Mamta Saxena, Devendra Kumar Chaturvedi, Mayank Gupta, Puru Jain, Rishabh Jain, Mohit Jain, Vishal Sharma, Utkarsh Sangam, Parul Singhal, Priyanshi Garg
  • Collection and Analysis of Big Data From Emerging Technologies in Healthcare / K Nagashri, D S Jayalakshmi, J Geetha
  • A Complete Overview of Sign Language Recognition and Translation Systems / Kasina Jyothi Swaroop, Janamejaya Channegowda, Shambhavi Mishra
  • Index

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