UID:
almahu_9949195709402882
Umfang:
1 online resource (XVIII, 308 p.)
ISBN:
9783110668322
,
9783110750720
Serie:
Intelligent Biomedical Data Analysis ; 3
Inhalt:
This book collects research works of data-driven medical diagnosis done via Artificial Intelligence based solutions, such as Machine Learning, Deep Learning and Intelligent Optimization. Physical devices powered with Artificial Intelligence are gaining importance in diagnosis and healthcare. Medical data from different sources can also be analyzed via Artificial Intelligence techniques for more effective results.
Anmerkung:
Frontmatter --
,
Preface --
,
Acknowledgment --
,
Contents --
,
List of contributors --
,
1 Performance of CNN for predicting cancerous lung nodules using LightGBM --
,
2 Deep learning-based cellular image analysis for intelligent medical diagnosis --
,
3 Deep learning approaches in metastatic breast cancer detection --
,
4 Machine learning: an ultimate solution for diagnosis and treatment of cancer --
,
5 Artificial intelligence in medicine (AIM): machine learning in cancer diagnosis, prognosis and therapy --
,
6 Diagnosis disease from medical databases using neural networks: a review --
,
7 A novel neutrosophic approach-based filtering and Gaussian mixture modeling clustering for CT/MR images --
,
8 Decentralized solutions for data collection and privacy in healthcare --
,
9 Navigation from conventional to intelligent healthcare: adoption of Internet of health things for noncommunicable disease screening, diagnosis, monitoring and treatment in community settings --
,
10 Automated gastric cancer detection and classification using machine learning --
,
11 Artificial intelligence applications for medical diagnosis and production with 3D printing technologies --
,
12 Detection of breast cancer using deep neural networks with transfer learning on histopathological images --
,
13 A machine vision technique-based tongue diagnosis system in Ayurveda --
,
14 Vine copula and artificial neural network models to analyze breast cancer data --
,
Index
,
Mode of access: Internet via World Wide Web.
,
In English.
In:
DG Ebook Package English 2021, De Gruyter, 9783110750720
In:
DG Plus DeG Package 2021 Part 1, De Gruyter, 9783110750706
In:
De Gruyter English eBooks 2020 - UC, De Gruyter, 9783110659061
In:
EBOOK PACKAGE COMPLETE 2021 English, De Gruyter, 9783110754001
In:
EBOOK PACKAGE COMPLETE 2021, De Gruyter, 9783110753776
In:
EBOOK PACKAGE Engineering, Computer Sciences 2021 English, De Gruyter, 9783110754070
In:
EBOOK PACKAGE Engineering, Computer Sciences 2021, De Gruyter, 9783110753837
Weitere Ausg.:
ISBN 9783110668384
Weitere Ausg.:
ISBN 9783110667813
Sprache:
Englisch
Fachgebiete:
Informatik
DOI:
10.1515/9783110668322
URL:
https://doi.org/10.1515/9783110668322
URL:
https://www.degruyter.com/isbn/9783110668322
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