Artificial Intelligence (AI) in Cancer

Artificial Intelligence (AI) in Cancer

Jul 2020 BCC Research ICT38 Pages Price :
$ 3950

Artificial intelligence (AI) is a term used to identify a scientific field that covers the creation of machines aimed at reproducing wholly or in part the intelligent behavior of human beings. These machines include computers, sensors, robots, and hypersmart devices.

As shown in the figure below, the ultimate purpose of artificial intelligence is to create smart machines that, through the steps of learning, reasoning, and self-correcting, will eventually be able to make decisions, solve problems, and act as human beings."

Report Includes:

  • Introduction to cancer, most common types, and main medical issues
  • A look at the major applications of AI tools in the diagnosis, therapy, R&D and health management of cancer
  • Information on types of complex algorithms developed for cancer
  • Discussion of major issues related to the utilization of AI for diagnosis and treatment of cancer
  • Analysis of the current and emerging trends in AI as it relates to cancer
  • Recent achievements and market outlook for AI in cancer"

Table of Contents

Chapter 1 Technology Highlights and Market Outlook

Artificial Intelligence
Cognitive Computing, Natural Language Processing and Machine Learning
Global Market for Artificial Intelligence
Cancer and Main Issues with Existing Therapies
Surgery
Radiotherapy
Chemotherapy
Immunotherapy
Alteration of Tumor Microenvironment
Phototherapy
Theranostics
Gene Therapy
Hyperthermia Therapy
Sonodynamic Therapy
Current and Emerging Applications of AI in Cancer
Diagnosis
Therapy
Prognosis
Health Management
Research
Types of Complex Algorithms Used in Cancer Applications
Machine Learning Algorithms
Natural Language Processing and Speech Recognition Algorithms
Major Issues Related to the Utilization of AI in Cancer
Current and Emerging Trends in AI Related to Cancer
Integration of Artificial Intelligence and Nanomedicine
Artificial Intelligence and Omic Data
Identification of Driver Genes
Drug Repurposing
Recent Achievements
Ensemble Method for Cancer Prediction
Algorithm for Predicting Anticancer Drug Synergies
Open Source Machine-Learning Algorithms
Algorithm for Automated Brain Histology Classification
Market Outlook for AI in Cancer
Market by Application
Market by AI Type
Market by Region
Analyst's Credentials
Related BCC Research Reports

List of Table

List of Tables

Table 1 : Global Market for Artificial Intelligence, by Region, Through 2025
Table 2 : Number of Yearly Deaths Globally, by Most Common Types of Cancer, 2018
Table 3 : Number of Cancer Related Deaths Globally, by Major Region, 2018
Table 4 : Applications of Artificial Intelligence in Cancer Diagnosis
Table 5 : Applications of Artificial Intelligence in Cancer Therapy
Table 6 : Applications of Artificial Intelligence in Cancer Prognosis
Table 7 : Applications of Artificial Intelligence in Cancer Health Management
Table 8 : Applications of Artificial Intelligence in Cancer Research
Table 9 : Typical Applications of Supervised Learning Algorithms in Cancer
Table 10 : Typical Applications of Regression Algorithms in Cancer
Table 11 : Typical Applications of Nave Bayes Algorithms in Cancer
Table 12 : Typical Applications of Decision Tree Algorithms in Cancer
Table 13 : Typical Applications of Random Forest Algorithms in Cancer
Table 14 : Typical Applications of Support Vector Machine Algorithms in Cancer
Table 15 : Typical Applications of K-nearest Neighbor Algorithms in Cancer
Table 16 : Typical Applications of Logistic Regression Algorithms in Cancer
Table 17 : Typical Applications of Clustering Algorithms in Cancer
Table 18 : Typical Applications of Association Rule Learning Algorithms in Cancer
Table 19 : Typical Applications of Anomaly Detection Algorithms in Cancer
Table 20 : Typical Applications of Dimensionality Reduction Algorithms in Cancer
Table 21 : Typical Applications of Semi-Supervised Algorithms in Cancer
Table 22 : Typical Applications of Reinforcement Learning Algorithms in Cancer
Table 23 : Typical Applications of Artificial Neural Networks in Cancer
Table 24 : Typical Applications of Convolutional Neural Networks in Cancer
Table 25 : Typical Applications of Recurrent Neural Networks in Cancer
Table 26 : Typical Applications of Deep Neural Networks in Cancer
Table 27 : Typical Applications of Text Mining in Cancer
Table 28 : Typical Applications of NLP and Speech Recognition Algorithms in Cancer
Table 29 : Current and Emerging Trends in Artificial Intelligence for Cancer
Table 30 : Global Market for Artificial Intelligence in Cancer, by Application, Through 2025
Table 31 : Global Market for Artificial Intelligence in Cancer, by AI Type, Through 2025
Table 32 : Global Market for Artificial Intelligence in Cancer, by Region, Through 2025

List of Chart

List of Figures

Figure 1 : Flowchart of Artificial Intelligence Capabilities
Figure 2 : Forecasted Global Market Shares of Artificial Intelligence, by Region, 2025
Figure 3 : Forecasted Global Market Shares of Artificial Intelligence in Cancer, by Application, 2025
Figure 4 : Forecasted Global Market Shares of Artificial Intelligence in Cancer, by AI Type, 2025
Figure 5 : Forecasted Global Market Shares of Artificial Intelligence in Cancer, by Region, 2025

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