Global Cell Freezing Media for Cell Therapy Competitive Landscape Professional Research Report 2025
Description
Research Summary
Cell freezing media for cell therapy refers to a specialized formulation used to preserve cells for long-term storage at low temperatures, typically below -80°C. It is specifically designed to protect cells from damage and maintain their viability during the freezing and thawing process. The freezing media typically contains a cryoprotective agent, such as dimethyl sulfoxide (DMSO) or glycerol, which helps to prevent the formation of ice crystals that can cause cellular damage. Additionally, it may include serum or other supplements to provide essential nutrients and protect cells against osmotic stress. By using cell freezing media, cell therapy products can be preserved for extended periods, allowing for their storage, transportation, and subsequent use in clinical applications. Properly formulated freezing media is critical to ensure high cell recovery and functionality after thawing, thus maintaining the efficacy and safety of the cells for therapeutic use.
According to DIResearch's in-depth investigation and research, the global Cell Freezing Media for Cell Therapy market size was valued at XX Million USD in 2024 and is projected to reach XX Million USD by 2032, with a CAGR of XX% (2025-2032). Notably, the China market has changed rapidly in the past few years. By 2024, China's market size is expected to be XX Million USD, representing approximately XX% of the global market share. By 2032, it is anticipated to grow further to XX Million USD, contributing XX% to the worldwide market share.
The major global manufacturers of Cell Freezing Media for Cell Therapy include BioLife Solutions, Thermo Fisher Scientific, Merck, GE Healthcare, Zenoaq etc. The global players competition landscape in this report is divided into three tiers. The first tier comprises global leading enterprises that command a substantial market share, hold a dominant industry position, possess strong competitiveness and influence, and generate significant revenue. The second tier includes companies with a notable market presence and reputation; these firms actively follow industry leaders in product, service, or technological innovation and maintain a moderate revenue scale. The third tier consists of smaller companies with limited market share and lower brand recognition, primarily focused on local markets and generating comparatively lower revenue.
This report studies the market size, price trends and future development prospects of Cell Freezing Media for Cell Therapy. Focus on analysing the market share, product portfolio, prices, sales, revenue and gross profit margin of global major manufacturers, as well as the market status and trends of different product types and applications in the global Cell Freezing Media for Cell Therapy market. The report data covers historical data from 2020 to 2024, based year in 2025 and forecast data from 2026 to 2032.
The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Cell Freezing Media for Cell Therapy market conditions and future development trends of key regions and countries, combined with industry-related policies and the latest technological developments, analyze the development characteristics of Cell Freezing Media for Cell Therapy industries in various regions and countries, help companies understand the development characteristics of each region, help companies formulate business strategies, and achieve the ultimate goal of the company's global development strategy.
The data sources of this report mainly include the National Bureau of Statistics, customs databases, industry associations, corporate financial reports, third-party databases, etc. Among them, macroeconomic data mainly comes from the National Bureau of Statistics, International Economic Research Organization; industry statistical data mainly come from industry associations; company data mainly comes from interviews, public information collection, third-party reliable databases, and price data mainly comes from various markets monitoring database.
Global Key Manufacturers of Cell Freezing Media for Cell Therapy Include:
BioLife Solutions
Thermo Fisher Scientific
Merck
GE Healthcare
Zenoaq
Cell Freezing Media for Cell Therapy Product Segment Include:
With FBS
Without FBS
Cell Freezing Media for Cell Therapy Product Application Include:
Human Embryonic Stem Cells
CAR-T Cell Therapy
Neural Stem Cell Therapy
Mesenchymal Stem Cell Therapy
Hematopoietic Stem Cell Transplantation
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Cell Freezing Media for Cell Therapy Industry PESTEL Analysis
Chapter 3: Global Cell Freezing Media for Cell Therapy Industry Porter’s Five Forces Analysis
Chapter 4: Global Cell Freezing Media for Cell Therapy Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Cell Freezing Media for Cell Therapy Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Cell Freezing Media for Cell Therapy Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 13: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 14: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers
Chapter 15: Research Findings and Conclusion
Chapter 16: Methodology and Data Sources
Cell freezing media for cell therapy refers to a specialized formulation used to preserve cells for long-term storage at low temperatures, typically below -80°C. It is specifically designed to protect cells from damage and maintain their viability during the freezing and thawing process. The freezing media typically contains a cryoprotective agent, such as dimethyl sulfoxide (DMSO) or glycerol, which helps to prevent the formation of ice crystals that can cause cellular damage. Additionally, it may include serum or other supplements to provide essential nutrients and protect cells against osmotic stress. By using cell freezing media, cell therapy products can be preserved for extended periods, allowing for their storage, transportation, and subsequent use in clinical applications. Properly formulated freezing media is critical to ensure high cell recovery and functionality after thawing, thus maintaining the efficacy and safety of the cells for therapeutic use.
According to DIResearch's in-depth investigation and research, the global Cell Freezing Media for Cell Therapy market size was valued at XX Million USD in 2024 and is projected to reach XX Million USD by 2032, with a CAGR of XX% (2025-2032). Notably, the China market has changed rapidly in the past few years. By 2024, China's market size is expected to be XX Million USD, representing approximately XX% of the global market share. By 2032, it is anticipated to grow further to XX Million USD, contributing XX% to the worldwide market share.
The major global manufacturers of Cell Freezing Media for Cell Therapy include BioLife Solutions, Thermo Fisher Scientific, Merck, GE Healthcare, Zenoaq etc. The global players competition landscape in this report is divided into three tiers. The first tier comprises global leading enterprises that command a substantial market share, hold a dominant industry position, possess strong competitiveness and influence, and generate significant revenue. The second tier includes companies with a notable market presence and reputation; these firms actively follow industry leaders in product, service, or technological innovation and maintain a moderate revenue scale. The third tier consists of smaller companies with limited market share and lower brand recognition, primarily focused on local markets and generating comparatively lower revenue.
This report studies the market size, price trends and future development prospects of Cell Freezing Media for Cell Therapy. Focus on analysing the market share, product portfolio, prices, sales, revenue and gross profit margin of global major manufacturers, as well as the market status and trends of different product types and applications in the global Cell Freezing Media for Cell Therapy market. The report data covers historical data from 2020 to 2024, based year in 2025 and forecast data from 2026 to 2032.
The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Cell Freezing Media for Cell Therapy market conditions and future development trends of key regions and countries, combined with industry-related policies and the latest technological developments, analyze the development characteristics of Cell Freezing Media for Cell Therapy industries in various regions and countries, help companies understand the development characteristics of each region, help companies formulate business strategies, and achieve the ultimate goal of the company's global development strategy.
The data sources of this report mainly include the National Bureau of Statistics, customs databases, industry associations, corporate financial reports, third-party databases, etc. Among them, macroeconomic data mainly comes from the National Bureau of Statistics, International Economic Research Organization; industry statistical data mainly come from industry associations; company data mainly comes from interviews, public information collection, third-party reliable databases, and price data mainly comes from various markets monitoring database.
Global Key Manufacturers of Cell Freezing Media for Cell Therapy Include:
BioLife Solutions
Thermo Fisher Scientific
Merck
GE Healthcare
Zenoaq
Cell Freezing Media for Cell Therapy Product Segment Include:
With FBS
Without FBS
Cell Freezing Media for Cell Therapy Product Application Include:
Human Embryonic Stem Cells
CAR-T Cell Therapy
Neural Stem Cell Therapy
Mesenchymal Stem Cell Therapy
Hematopoietic Stem Cell Transplantation
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Cell Freezing Media for Cell Therapy Industry PESTEL Analysis
Chapter 3: Global Cell Freezing Media for Cell Therapy Industry Porter’s Five Forces Analysis
Chapter 4: Global Cell Freezing Media for Cell Therapy Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Cell Freezing Media for Cell Therapy Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Cell Freezing Media for Cell Therapy Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Cell Freezing Media for Cell Therapy Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 13: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 14: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers
Chapter 15: Research Findings and Conclusion
Chapter 16: Methodology and Data Sources
Table of Contents
170 Pages
- 1 Cell Freezing Media for Cell Therapy Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Cell Freezing Media for Cell Therapy Product by Type
- 1.2.1 With FBS
- 1.2.2 Without FBS
- 1.3 Cell Freezing Media for Cell Therapy Product by Application
- 1.3.1 Human Embryonic Stem Cells
- 1.3.2 CAR-T Cell Therapy
- 1.3.3 Neural Stem Cell Therapy
- 1.3.4 Mesenchymal Stem Cell Therapy
- 1.3.5 Hematopoietic Stem Cell Transplantation
- 1.3.6 Others
- 1.4 Global Cell Freezing Media for Cell Therapy Market Revenue and Sales Analysis
- 1.4.1 Global Cell Freezing Media for Cell Therapy Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Cell Freezing Media for Cell Therapy Sales Market Size Analysis (2020-2032)
- 1.4.3 Global Cell Freezing Media for Cell Therapy Market Sales Price Trend Analysis (2020-2032)
- 1.5 Cell Freezing Media for Cell Therapy Industry Trends and Innovation
- 1.5.1 Cell Freezing Media for Cell Therapy Industry Trends and Innovation
- 1.5.2 Cell Freezing Media for Cell Therapy Market Drivers and Challenges
- 2 Cell Freezing Media for Cell Therapy Market PESTEL Analysis
- 2.1 Political Factors Analysis
- 2.2 Economic Factors Analysis
- 2.3 Social Factors Analysis
- 2.4 Technological Factors Analysis
- 2.5 Environmental Factors Analysis
- 2.6 Legal Factors Analysis
- 3 Cell Freezing Media for Cell Therapy Market Porter's Five Forces Analysis
- 3.1 Competitive Rivalry
- 3.2 Threat of New Entrants
- 3.3 Bargaining Power of Suppliers
- 3.4 Bargaining Power of Buyers
- 3.5 Threat of Substitutes
- 4 Global Cell Freezing Media for Cell Therapy Market Analysis by Regions
- 4.1 Global Cell Freezing Media for Cell Therapy Overall Market: 2024 VS 2025 VS 2032
- 4.2 Global Cell Freezing Media for Cell Therapy Revenue and Forecast Analysis (2020-2032)
- 4.2.1 Global Cell Freezing Media for Cell Therapy Revenue and Market Share by Region (2020-2025)
- 4.2.2 Global Cell Freezing Media for Cell Therapy Revenue and Market Share Forecast by Region (2026-2032)
- 4.3 Global Cell Freezing Media for Cell Therapy Sales and Forecast Analysis (2020-2032)
- 4.3.1 Global Cell Freezing Media for Cell Therapy Sales and Market Share by Region (2020-2025)
- 4.3.2 Global Cell Freezing Media for Cell Therapy Sales and Market Share Forecast by Region (2026-2032)
- 4.4 Global Cell Freezing Media for Cell Therapy Sales Price Trend Analysis (2020-2032)
- 5 Global Cell Freezing Media for Cell Therapy Market Size by Type and Application
- 5.1 Global Cell Freezing Media for Cell Therapy Market Size by Type
- 5.1.1 Global Cell Freezing Media for Cell Therapy Revenue and Forecast Analysis by Type (2020-2032)
- 5.1.2 Global Cell Freezing Media for Cell Therapy Sales and Forecast Analysis by Type (2020-2032)
- 5.2 Global Cell Freezing Media for Cell Therapy Market Size by Application
- 5.2.1 Global Cell Freezing Media for Cell Therapy Revenue and Forecast Analysis by Application (2020-2032)
- 5.2.2 Global Cell Freezing Media for Cell Therapy Sales and Forecast Analysis by Application (2020-2032)
- 6 North America
- 6.1 North America Cell Freezing Media for Cell Therapy Market Size and Growth Rate Analysis (2020-2032)
- 6.2 North America Key Manufacturers Analysis
- 6.3 North America Cell Freezing Media for Cell Therapy Market Size by Type
- 6.3.1 North America Cell Freezing Media for Cell Therapy Sales by Type (2020-2032)
- 6.3.2 North America Cell Freezing Media for Cell Therapy Revenue by Type (2020-2032)
- 6.4 North America Cell Freezing Media for Cell Therapy Market Size by Application
- 6.4.1 North America Cell Freezing Media for Cell Therapy Sales by Application (2020-2032)
- 6.4.2 North America Cell Freezing Media for Cell Therapy Revenue by Application (2020-2032)
- 6.5 North America Cell Freezing Media for Cell Therapy Market Size by Country
- 6.5.1 US
- 6.5.2 Canada
- 7 Europe
- 7.1 Europe Cell Freezing Media for Cell Therapy Market Size and Growth Rate Analysis (2020-2032)
- 7.2 Europe Key Manufacturers Analysis
- 7.3 Europe Cell Freezing Media for Cell Therapy Market Size by Type
- 7.3.1 Europe Cell Freezing Media for Cell Therapy Sales by Type (2020-2032)
- 7.3.2 Europe Cell Freezing Media for Cell Therapy Revenue by Type (2020-2032)
- 7.4 Europe Cell Freezing Media for Cell Therapy Market Size by Application
- 7.4.1 Europe Cell Freezing Media for Cell Therapy Sales by Application (2020-2032)
- 7.4.2 Europe Cell Freezing Media for Cell Therapy Revenue by Application (2020-2032)
- 7.5 Europe Cell Freezing Media for Cell Therapy Market Size by Country
- 7.5.1 Germany
- 7.5.2 France
- 7.5.3 United Kingdom
- 7.5.4 Italy
- 7.5.5 Spain
- 7.5.6 Benelux
- 8 China
- 8.1 China Cell Freezing Media for Cell Therapy Market Size and Growth Rate Analysis (2020-2032)
- 8.2 China Key Manufacturers Analysis
- 8.3 China Cell Freezing Media for Cell Therapy Market Size by Type
- 8.3.1 China Cell Freezing Media for Cell Therapy Sales by Type (2020-2032)
- 8.3.2 China Cell Freezing Media for Cell Therapy Revenue by Type (2020-2032)
- 8.4 China Cell Freezing Media for Cell Therapy Market Size by Application
- 8.4.1 China Cell Freezing Media for Cell Therapy Sales by Application (2020-2032)
- 8.4.2 China Cell Freezing Media for Cell Therapy Revenue by Application (2020-2032)
- 9 APAC (excl. China)
- 9.1 APAC (excl. China) Cell Freezing Media for Cell Therapy Market Size and Growth Rate Analysis (2020-2032)
- 9.2 APAC (excl. China) Key Manufacturers Analysis
- 9.3 APAC (excl. China) Cell Freezing Media for Cell Therapy Market Size by Type
- 9.3.1 APAC (excl. China) Cell Freezing Media for Cell Therapy Sales by Type (2020-2032)
- 9.3.2 APAC (excl. China) Cell Freezing Media for Cell Therapy Revenue by Type (2020-2032)
- 9.4 APAC (excl. China) Cell Freezing Media for Cell Therapy Market Size by Application
- 9.4.1 APAC (excl. China) Cell Freezing Media for Cell Therapy Sales by Application (2020-2032)
- 9.4.2 APAC (excl. China) Cell Freezing Media for Cell Therapy Revenue by Application (2020-2032)
- 9.5 APAC (excl. China) Cell Freezing Media for Cell Therapy Market Size by Country
- 9.5.1 Japan
- 9.5.2 South Korea
- 9.5.3 India
- 9.5.4 Australia
- 9.5.5 Southeast Asia
- 10 Latin America
- 10.1 Latin America Cell Freezing Media for Cell Therapy Market Size and Growth Rate Analysis (2020-2032)
- 10.2 Latin America Key Manufacturers Analysis
- 10.3 Latin America Cell Freezing Media for Cell Therapy Market Size by Type
- 10.3.1 Latin America Cell Freezing Media for Cell Therapy Sales by Type (2020-2032)
- 10.3.2 Latin America Cell Freezing Media for Cell Therapy Revenue by Type (2020-2032)
- 10.4 Latin America Cell Freezing Media for Cell Therapy Market Size by Application
- 10.4.1 Latin America Cell Freezing Media for Cell Therapy Sales by Application (2020-2032)
- 10.4.2 Latin America Cell Freezing Media for Cell Therapy Revenue by Application (2020-2032)
- 10.5 Latin America Cell Freezing Media for Cell Therapy Market Size by Country
- 10.6 Latin America Cell Freezing Media for Cell Therapy Market Size by Country
- 10.6.1 Mexico
- 10.6.2 Brazil
- 11 Middle East & Africa
- 11.1 Middle East & Africa Cell Freezing Media for Cell Therapy Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Middle East & Africa Key Manufacturers Analysis
- 11.3 Middle East & Africa Cell Freezing Media for Cell Therapy Market Size by Type
- 11.3.1 Middle East & Africa Cell Freezing Media for Cell Therapy Sales by Type (2020-2032)
- 11.3.2 Middle East & Africa Cell Freezing Media for Cell Therapy Revenue by Type (2020-2032)
- 11.4 Middle East & Africa Cell Freezing Media for Cell Therapy Market Size by Application
- 11.4.1 Middle East & Africa Cell Freezing Media for Cell Therapy Sales by Application (2020-2032)
- 11.4.2 Middle East & Africa Cell Freezing Media for Cell Therapy Revenue by Application (2020-2032)
- 11.5 Middle East Cell Freezing Media for Cell Therapy Market Size by Country
- 11.5.1 Saudi Arabia
- 11.5.2 South Africa
- 12 Competition by Manufacturers
- 12.1 Global Cell Freezing Media for Cell Therapy Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 12.1.1 Global Cell Freezing Media for Cell Therapy Market Sales by Key Manufacturers (2021-2025)
- 12.1.2 Global Cell Freezing Media for Cell Therapy Market Revenue by Key Manufacturers (2021-2025)
- 12.1.3 Global Cell Freezing Media for Cell Therapy Average Sales Price by Manufacturers (2021-2025)
- 12.2 Cell Freezing Media for Cell Therapy Competitive Landscape Analysis and Market Dynamic
- 12.2.1 Cell Freezing Media for Cell Therapy Competitive Landscape Analysis
- 12.2.2 Global Key Manufacturers Headquarter Location and Key Area Sales
- 12.2.3 Market Dynamic
- 13 Key Companies Analysis
- 13.1 BioLife Solutions
- 13.1.1 BioLife Solutions Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.1.2 BioLife Solutions Cell Freezing Media for Cell Therapy Product Portfolio
- 13.1.3 BioLife Solutions Cell Freezing Media for Cell Therapy Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.2 Thermo Fisher Scientific
- 13.2.1 Thermo Fisher Scientific Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.2.2 Thermo Fisher Scientific Cell Freezing Media for Cell Therapy Product Portfolio
- 13.2.3 Thermo Fisher Scientific Cell Freezing Media for Cell Therapy Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.3 Merck
- 13.3.1 Merck Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.3.2 Merck Cell Freezing Media for Cell Therapy Product Portfolio
- 13.3.3 Merck Cell Freezing Media for Cell Therapy Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.4 GE Healthcare
- 13.4.1 GE Healthcare Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.4.2 GE Healthcare Cell Freezing Media for Cell Therapy Product Portfolio
- 13.4.3 GE Healthcare Cell Freezing Media for Cell Therapy Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.5 Zenoaq
- 13.5.1 Zenoaq Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.5.2 Zenoaq Cell Freezing Media for Cell Therapy Product Portfolio
- 13.5.3 Zenoaq Cell Freezing Media for Cell Therapy Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14 Industry Chain Analysis
- 14.1 Cell Freezing Media for Cell Therapy Industry Chain Analysis
- 14.2 Cell Freezing Media for Cell Therapy Industry Raw Material and Suppliers Analysis
- 14.2.1 Cell Freezing Media for Cell Therapy Key Raw Material Supply Analysis
- 14.2.2 Raw Material Suppliers and Contact Information
- 14.3 Cell Freezing Media for Cell Therapy Typical Downstream Customers
- 14.4 Cell Freezing Media for Cell Therapy Sales Channel Analysis
- 15 Research Findings and Conclusion
- 16 Methodology and Data Source
- 16.1 Methodology/Research Approach
- 16.2 Research Scope
- 16.3 Benchmarks and Assumptions
- 16.4 Date Source
- 16.4.1 Primary Sources
- 16.4.2 Secondary Sources
- 16.5 Data Cross Validation
- 16.6 Disclaimer
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