Hoppa till sidans huvudinnehåll
Data Analytics in Biomedical Engineering and Healthcare explores key applications using data analytics, machine learning, and deep learning in health sciences and biomedical data. The book is useful for those working with big data analytics in biomedical research, medical industries, and medical research scientists. The book covers health analytics, data science, and machine and deep learning applications for biomedical data, covering areas such as predictive health analysis, electronic health records, medical image analysis, computational drug discovery, and genome structure prediction using predictive modeling. Case studies demonstrate big data applications in healthcare using the MapReduce and Hadoop frameworks.

  • Examines the development and application of data analytics applications in biomedical data
  • Presents innovative classification and regression models for predicting various diseases
  • Discusses genome structure prediction using predictive modeling
  • Shows readers how to develop clinical decision support systems
  • Shows researchers and specialists how to use hybrid learning for better medical diagnosis, including case studies of healthcare applications using the MapReduce and Hadoop frameworks

Produktinformation

  • Utgivningsdatum2020-10-16
  • Mått191 x 235 x undefined mm
  • Vikt700 g
  • FormatHäftad
  • SpråkEngelska
  • Antal sidor292
  • FörlagElsevier Science
  • ISBN9780128193143
Hoppa över listan

Du kanske också är intresserad av

Modeling in Geotechnical Engineering

Pijush Samui, Sunita Kumari, Vladimir Makarov, Pradeep Kurup, India) Samui, Pijush (Associate Professor, Dept. of Civil Engineering, National Institute of Technology Patna, Patna, Bihar, Sunita (National Institute of Technology Patna) Kumari, Russia) Makarov, Vladimir (Geomechanics of Highly Compressed Rock and Rock Mass, Far-Eastern Federal University, Vladivostock, USA) Kurup, Pradeep (Civil and Environmental Engineering, Francis College of Engineering, University of Massachusetts, Lowell

Häftad

2 639 kr

Green Materials in Civil Engineering

Anasua GuhaRay, Toshiro Hata, Nagesh R. Iyer, Pijush Samui, Sanjay Kumar, India) GuhaRay, Anasua (Associate Professor, Dept. of Civil Engineering, Birla Institute of Technology and Science Pilani, Hyderabad, Telangana, Japan) Hata, Toshiro (Professor, Department of Environmental and Civil Engineering, Hiroshima University, India) Iyer, Nagesh R. (Fellow of the Indian National Academy of Engineering and currently Dean (Infrastructure, Planning & Support) & Visiting Professor, Indian Institute of Technology Dharwad, India) Samui, Pijush (Associate Professor, Dept. of Civil Engineering, National Institute of Technology Patna, Patna, Bihar, India) Kumar, Sanjay (Assistant Professor, Department of Civil Engineering, National Institute of Technology Patna, Patna, Bihar, Anasua Guharay

Häftad

2 539 kr

Water Engineering Modeling and Mathematic Tools

Pijush Samui, Hossein Bonakdari, Ravinesh Deo, India) Samui, Pijush (Associate Professor, Dept. of Civil Engineering, National Institute of Technology Patna, Patna, Bihar, Canada) Bonakdari, Hossein (Associate Professor, Department of Civil Engineering, University of Ottawa, Ontario, Program Director for Postgraduate Science Program and Research Leader in Artificial Intelligence) Deo, Ravinesh (Associate Professor, University of Southern Queensland, Australia

Häftad

1 769 kr

New Materials in Civil Engineering

Pijush Samui, Dookie Kim, Nagesh R. Iyer, Sandeep Chaudhary, India) Samui, Pijush (Associate Professor, Dept. of Civil Engineering, National Institute of Technology Patna, Patna, Bihar, Republic of Korea) Kim, Dookie (Professor, Department of Civil and Environmental Engineering, Kongju National University, India) Iyer, Nagesh R. (Fellow of the Indian National Academy of Engineering and currently Dean (Infrastructure, Planning & Support) & Visiting Professor, Indian Institute of Technology Dharwad, India) Chaudhary, Sandeep (Professor, Discipline of Civil Engineering, Indian Institute of Technology Indore, Simrol

Häftad

3 189 kr

Risk, Reliability and Sustainable Remediation in the Field of Civil and Environmental Engineering

Thendiyath Roshni, Pijush Samui, Dieu Tien Bui, Dookie Kim, Rahman Khatibi, India) Roshni, Thendiyath, PhD (National Institute of Technology Patna, India) Samui, Pijush (Associate Professor, Dept. of Civil Engineering, National Institute of Technology Patna, Patna, Bihar, Norway) Tien Bui, Dieu (Professor, Geographic Information System group, University of South-Eastern Norway, Republic of Korea) Kim, Dookie (Professor, Department of Civil and Environmental Engineering, Kongju National University, UK) Khatibi, Rahman (Researcher, GTEV-ReX Ltd, Swindon

Häftad

2 079 kr

Predictive Modelling for Energy Management and Power Systems Engineering

Ravinesh Deo, Pijush Samui, Sanjiban Sekhar Roy, Program Director for Postgraduate Science Program and Research Leader in Artificial Intelligence) Deo, Ravinesh (Associate Professor, University of Southern Queensland, Australia, India) Samui, Pijush (Associate Professor, Dept. of Civil Engineering, National Institute of Technology Patna, Patna, Bihar, Vellore Institute of Technology) Roy, Sanjiban Sekhar (School of Computer Science and Engineering

Häftad

1 809 kr

Handbook of Neural Computation

Pijush Samui, Sanjiban Sekhar Roy, Valentina Emilia Balas, India) Samui, Pijush (Associate Professor, Dept. of Civil Engineering, National Institute of Technology Patna, Patna, Bihar, Vellore Institute of Technology) Roy, Sanjiban Sekhar (School of Computer Science and Engineering, Romania) Emilia Balas, Valentina, PhD (Full Professor, Department of Automatics and Applied Software, Faculty of Engineering, "Aurel Vlaicu" University of Arad, Arad

Häftad

2 129 kr

Handbook of Probabilistic Models

Pijush Samui, Dieu Tien Bui, Subrata Chakraborty, Ravinesh Deo, India) Samui, Pijush (Associate Professor, Dept. of Civil Engineering, National Institute of Technology Patna, Patna, Bihar, Norway) Tien Bui, Dieu (Professor, Geographic Information System group, University of South-Eastern Norway, Indian Institute of Engineering Science and Technology) Chakraborty, Subrata (FNAE, Professor and Former Head, Department of Civil Engineering, Program Director for Postgraduate Science Program and Research Leader in Artificial Intelligence) Deo, Ravinesh (Associate Professor, University of Southern Queensland, Australia, Dieu Tien Bui

Häftad

2 299 kr

Basics of Computational Geophysics

Pijush Samui, Barnali Dixon, Dieu Tien Bui, India) Samui, Pijush (Associate Professor, Dept. of Civil Engineering, National Institute of Technology Patna, Patna, Bihar, United States) Dixon, Barnali (Professor, School of Geosciences and Director of Geo-spatial Analytics Lab, University of South Florida, St. Petersburg, FL, Norway) Tien Bui, Dieu (Professor, Geographic Information System group, University of South-Eastern Norway

Häftad

2 169 kr