Bioinformatics and medical applications : big data using deep learning algorithms

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
Otros Autores: Suresh, A., editor (editor), Vimal, S. editor, Robinson, Y. Harold. editor, Ramaswami, Dhinesh Kumar. editor, Udendhran, R. editor
Formato: Libro electrónico
Idioma:Inglés
Publicado: Hoboken, NJ : Wiley ℗2022.
Materias:
Medical informatics.
Bioinformatics.
Big data.
Deep learning (Machine learning)
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009657497306719
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 M̀rquez, Gilberto Vargas-Alarc̤n
  • 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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