Digital Transformation of the Laboratory. Группа авторовЧитать онлайн книгу.

      1  Cover

      2  Title Page

      3  Copyright

      4  Preface Inspiration Knowledge Base Practical Case Studies Continuous Improvement Vision of the Future and Changing the Way We Do Science

      5  Part I: Inspiration 1 The Next Big Developments – The Lab of the Future 1.1 Introduction 1.2 Discussion 1.3 Thoughts on LotF Implementation 1.4 Conclusion References

      6  Part II: Knowledge Base 2 Crucial Software‐related Terms to Understand 2.1 Digital Revolution 2.2 Computers 2.3 Internet 2.4 Cloud Computing 2.5 Computer Platforms 2.6 Applications 2.7 Values of Software 2.8 Software Development 2.9 Software Product Lifecycle 2.10 Software Design 2.11 Software Quality 2.12 Software Integration 2.13 Data‐flow Modeling for Laboratories 2.14 Software Licensing References 3 Introduction to Laboratory Software Solutions and Differences Between Them 3.1 Introduction 3.2 Types of Software Used in Laboratories References 4 Data Safety and Cybersecurity 4.1 Introduction 4.2 Data Safety 4.3 Cybersecurity References 5 FAIR Principles and Why They Matter 5.1 Introduction 5.2 What Is the Value of Making Data FAIR? 5.3 Considerations in Creating Lab‐based Data to Prepare for It to Be FAIR 5.4 The FAIR Guiding Principles Overview References 6 The Art of Writing and Sharing Methods in the Digital Environment 6.1 Introduction 6.2 Tools and Resources for Tracking, Developing, Sharing, and Disseminating Protocols 6.3 Making Your Protocols Public 6.4 The Art of Writing Methods References

      7  Part III: Practical 7 How to Approach the Digital Transformation 7.1 Introduction 7.2 Defining the Requirements for Your Lab 7.3 Evaluating the Current State in the Lab References 8 Understanding Standards, Regulations, and Guidelines 8.1 Introduction 8.2 The Need for Standards and Guidelines 8.3 How Does Digitalization Relate to Standards and Guidelines 8.4 Challenges Related to Digitalization in Certified Laboratories 8.5 Can Digital Strategy be Implemented without Certification? References 9 Interoperability Standards 9.1 SiLA 9.2 AnIML 9.3 Allotrope 9.4 Conclusion 10 Addressing the User Adoption Challenge 10.1