Artificial Intelligence (AI) in Cancer Industry
Description
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
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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 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 Naïve Bayes Algorithms in Cancer
Continued…
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