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Home > Deep Learning Techniques for Biomedical and Health Informatics > Deep Learning and Explainable AI in Healthcare Using EHR
Deep Learning Techniques for Biomedical and Health Informatics |
Sujata Dash; Biswa Ranjan Acharya; Mamta Mittal; Ajith Abraham; Arpad Kelemen
Springer International Publishing
Deep Learning Techniques for Biomedical and Health Informatics
Deep Learning and Explainable AI in Healthcare Using EHR
Authors

Sujata Khedkar; Priyanka Gandhi; Gayatri Shinde; Vignesh Subramanian

ARI Id

1665225391218_5448496

Access

Not Available Free

Pages

129-148

DOI

10.1007/978-3-030-33966-1_7

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-030-33966-1_7

Table of Contents of Book
Showing 1 to 20 of 20 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-xxv
Front Matter
1-1
MedNLU: Natural Language Understander for Medical Texts
H. B. Barathi Ganesh; U. Reshma; K. P. Soman; M. Anand Kumar
3-21
Deep Learning Based Biomedical Named Entity Recognition Systems
Pragatika Mishra; Sitanath Biswas; Sujata Dash
23-40
Disambiguation Model for Bio-Medical Named Entity Recognition
A. Kumar
41-55
Applications of Deep Learning in Healthcare and Biomedicine
Shubham Mittal; Yasha Hasija
57-77
Deep Learning for Clinical Decision Support Systems: A Review from the Panorama of Smart Healthcare
E. Sandeep Kumar; Pappu Satya Jayadev
79-99
Review of Machine Learning and Deep Learning Based Recommender Systems for Health Informatics
Jayita Saha; Chandreyee Chowdhury; Suparna Biswas
101-126
Front Matter
127-127
Deep Learning and Explainable AI in Healthcare Using EHR
Sujata Khedkar; Priyanka Gandhi; Gayatri Shinde; Vignesh Subramanian
129-148
Deep Learning for Analysis of Electronic Health Records (EHR)
Pawan Singh Gangwar; Yasha Hasija
149-166
Application of Deep Architecture in Bioinformatics
Sagnik Sen; Rangan Das; Swaraj Dasgupta; Ujjwal Maulik
167-186
Intelligent, Secure Big Health Data Management Using Deep Learning and Blockchain Technology: An Overview
Sohail Saif; Suparna Biswas; Samiran Chattopadhyay
187-209
Malaria Disease Detection Using CNN Technique with SGD, RMSprop and ADAM Optimizers
Avinash Kumar; Sobhangi Sarkar; Chittaranjan Pradhan
211-230
Deep Reinforcement Learning Based Personalized Health Recommendations
Jayraj Mulani; Sachin Heda; Kalpan Tumdi; Jitali Patel; Hitesh Chhinkaniwala; Jigna Patel
231-255
Using Deep Learning Based Natural Language Processing Techniques for Clinical Decision-Making with EHRs
Runjie Zhu; Xinhui Tu; Jimmy Huang
257-295
Front Matter
297-297
Diabetes Detection Using ECG Signals: An Overview
G. Swapna; K. P. Soman; R. Vinayakumar
299-327
Deep Learning and the Future of Biomedical Image Analysis
Monika Jyotiyana; Nishtha Kesswani
329-345
Automated Brain Tumor Segmentation in MRI Images Using Deep Learning: Overview, Challenges and Future
Minakshi Sharma; Neha Miglani
347-383
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 20 entries
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