SlideShare a Scribd company logo
1 of 15
Download to read offline
Welcome
Clinical Data Security and Integrity
Name: Rohit Kulkarni
Qualification: M.Pharmacy
Student ID :017
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
1
Index
❖ What is Clinical Data
❖ Importance of Security And Integrity
❖ Regulatory Compliance
❖ Technologies
❖ Case Studies
❖ Future Trends
❖ Conclusion
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
2
What is Clinical Data
Clinical data refers to data collected during the
course of providing healthcare to the patients
includes wide range of data such as medical
history, laboratory test results, vital signs and
other this data serves as a crucial resources for
the health care providers for monitoring patient
progress.
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
3
Importance Of Security
Importance of security in clinical trails can
be defined as critical measures and
protocols implemented to safeguard various
aspects of trail.
❑ Data protection
❑ Participant safety
❑ Data breaches
❑ Unauthorized access
❑ Regulatory compliance
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
4
Strategies to data security
❑ Establish robust access control to
limit access based on roles and
permissions.
❑ Raising awareness among employees
among security attacks like
phising,malware.
❑ Conducting regular audits for
ensuring the safety of the data,
❑ Installing antivirus software and
regularly updating them.
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
5
Importance Of Integrity
❑ Data integrity is a degree to which collection of data is
complete ,consistent and accurate throughout its life
cycle.
❑ The importance of integrity in clinical trails refers to
honesty and transparency throughout the trail
❑ It involves adhering to scientific methodology avoiding
bias and conflict of interest.
❑ Integrity is essential for building trust among
stakeholders, healthcare providers, including
participants and public.
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
6
Strategies to data integrity
❑ Establishing standard procedures for data
collecting, data storage .
❑ Implement data validation checks to ensure that
the data entered meets certain criteria and rules.
❑ Ensuring the data is entered correctly without any
errors,double checking the enteries,using the
spell-check tools for maintaining the accuracy.
❑ Creating a checklist to ensure that all the data is
entered properly without missing.
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
7
Regulatory Compliance
❑ Regulatory compliance refers to adhering to
the law,regulations,guidelines set by the
regulatory bodies to ensure safety,integrity
and confidentiality of the subject
➢ Intuitional review board.
➢ Good clinical Practice
➢ Good documentation practice
➢ Informed consent
➢ Safety reporting
❑ Failure to comply to the regulatory compliance
can lead to serious failure of the
trails,suspension,fines.
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
8
Technologies
❑ Technology plays a major role in advancing
medical research and improving patient
outcomes
❑ Some of the technologies used in clinical
research are:
➢ Electronic data capture.
➢ Electronic health records
➢ Remote patient monitoring .
➢ Telemedicine platforms.
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
9
Case Studies
❑ Anthem data breach(2015): Anthem one of the
largest health insurance company in united states
experienced a data breach in 2015. hackers gained an
unauthorized access to the database compromising
personal information of approx. 75.8 millions individuals
including date of birth, address.
❑ Singapore health system data breach(2018):
Singapore government health system suffered a
large data breach personal information about
1.5millions including the prime minister was
compromised this highlighted the vulnerabilities
data infrastructure and led to a review of
cybersecurity measures in Singapore health system.
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
10
Future Trends
❑ Decentralized trails
❑ Artificial intelligence
❑ Machine learning
❑ Real world evidence
❑ Block chain technology
❑ Regulatory innovations
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
11
❑ Collabration:collabration is essential for the
conduct of clinical trails like:
➢ Collabration with stake holders,researchers,health
care providers, participants,regulatory bodies .
❑ Education: By taking a initiatives like conducting:
➢ Training programs,certification,workshops
➢ Providing indivuals with necessary skills and
knowledge
❑ With the help of education and collaboration
organization can strengthen their defense against
data breaches, unauthorized access
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
12
Collabration And Education
Conclusion
❑ Clinical data security and integrity are one of the most
important aspects of modern healthcare
❑ prioritizing security measure and upholding ethical
standards.
❑ Collabration and education are important for promoting
confidentiality, accuracy.
❑ As we are advancing towards digital healthcare it is
important to keep an eye on emerging security threats
and implement proactive measure to tackle them.
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
13
Referencees
❑ https://osf.io/e3y2f/download
❑ https://www.cdc.gov/nchhstp/funding/announcements/ps18-
1801/ppt/AttachmentB_SecurityConfidentialityTraining.pptx
❑ https://www.transceleratebiopharmainc.com/rbminteractiveguide
/best-practices-for-implementation/data-
integrity/#:~:text=According%20to%20the%20World%20Health,acc
urate%20throughout%20the%20data%20lifecycle.
❑ https://riskxchange.co/1006895/what-is-integrity-in-cyber-
security/
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
14
Thank You!
www.clinosol.com
(India | Canada)
9121151622/623/624
info@clinosol.com
10/18/2022
www.clinosol.com | follow us on social media
@clinosolresearch
15

More Related Content

Similar to Clinical data security and Integrity in Clinical Research

Intentional re-challenge and the clinical data management of Drug Related pro...
Intentional re-challenge and the clinical data management of Drug Related pro...Intentional re-challenge and the clinical data management of Drug Related pro...
Intentional re-challenge and the clinical data management of Drug Related pro...ClinosolIndia
 
Data Governance and Compliance in Clinical Research
Data Governance and Compliance in Clinical ResearchData Governance and Compliance in Clinical Research
Data Governance and Compliance in Clinical ResearchClinosolIndia
 
Decentralized Monitoring in Clinical Trials
Decentralized Monitoring in Clinical TrialsDecentralized Monitoring in Clinical Trials
Decentralized Monitoring in Clinical TrialsClinosolIndia
 
Risk Based Monitoring in Clinical trials_Aishwarya Janjale.pptx
Risk Based Monitoring in Clinical trials_Aishwarya Janjale.pptxRisk Based Monitoring in Clinical trials_Aishwarya Janjale.pptx
Risk Based Monitoring in Clinical trials_Aishwarya Janjale.pptxClinosolIndia
 
merging trends in Clinical Research: Exploring the latest Innovations
merging trends in Clinical Research: Exploring the latest Innovationsmerging trends in Clinical Research: Exploring the latest Innovations
merging trends in Clinical Research: Exploring the latest InnovationsClinosolIndia
 
Pharmacovigilance Auditing: Ensuring Data Integrity and Compliance
Pharmacovigilance Auditing: Ensuring Data Integrity and CompliancePharmacovigilance Auditing: Ensuring Data Integrity and Compliance
Pharmacovigilance Auditing: Ensuring Data Integrity and ComplianceClinosolIndia
 
Clinical Data Management importance in Clinical Trials
Clinical Data Management importance in Clinical TrialsClinical Data Management importance in Clinical Trials
Clinical Data Management importance in Clinical TrialsClinosolIndia
 
Data security and Privacy in Clinical Research -Compliance and Best Practices...
Data security and Privacy in Clinical Research -Compliance and Best Practices...Data security and Privacy in Clinical Research -Compliance and Best Practices...
Data security and Privacy in Clinical Research -Compliance and Best Practices...ClinosolIndia
 
Real world Evidence and Precision medicine bridging the gap
Real world Evidence and Precision medicine bridging the gapReal world Evidence and Precision medicine bridging the gap
Real world Evidence and Precision medicine bridging the gapClinosolIndia
 
Arief Karfianto - Proposed Security Model for Protecting Patients Data in Ele...
Arief Karfianto - Proposed Security Model for Protecting Patients Data in Ele...Arief Karfianto - Proposed Security Model for Protecting Patients Data in Ele...
Arief Karfianto - Proposed Security Model for Protecting Patients Data in Ele...idsecconf
 
Patient-Centric Clinical Trials: Empowering Participants and Enhancing Outcomes'
Patient-Centric Clinical Trials: Empowering Participants and Enhancing Outcomes'Patient-Centric Clinical Trials: Empowering Participants and Enhancing Outcomes'
Patient-Centric Clinical Trials: Empowering Participants and Enhancing Outcomes'ClinosolIndia
 
Data Standards and Interoperability in Clinical Research and Data Management
Data Standards and Interoperability in Clinical Research and Data ManagementData Standards and Interoperability in Clinical Research and Data Management
Data Standards and Interoperability in Clinical Research and Data ManagementClinosolIndia
 
Role of Clinical Data Management in Risk-Based Monitoring
Role of Clinical Data Management in Risk-Based MonitoringRole of Clinical Data Management in Risk-Based Monitoring
Role of Clinical Data Management in Risk-Based MonitoringClinosolIndia
 
National digital health mission new
National digital health mission newNational digital health mission new
National digital health mission newKumarjitDutta2
 
Decentralized Electronic Health Record
Decentralized Electronic Health RecordDecentralized Electronic Health Record
Decentralized Electronic Health RecordJoseph Pategou
 
Ethical Dilemmas in Precision Medicine: Navigating the Intersection of Scienc...
Ethical Dilemmas in Precision Medicine: Navigating the Intersection of Scienc...Ethical Dilemmas in Precision Medicine: Navigating the Intersection of Scienc...
Ethical Dilemmas in Precision Medicine: Navigating the Intersection of Scienc...ClinosolIndia
 
Blockchain Applications in Healthcare
Blockchain Applications in HealthcareBlockchain Applications in Healthcare
Blockchain Applications in HealthcareCitiusTech
 
Healthcare Events 2024 To Discuss Cybersecurity Measures For Protecting Patie...
Healthcare Events 2024 To Discuss Cybersecurity Measures For Protecting Patie...Healthcare Events 2024 To Discuss Cybersecurity Measures For Protecting Patie...
Healthcare Events 2024 To Discuss Cybersecurity Measures For Protecting Patie...Health 2Conf
 
Ethical Considerations.pdf
Ethical Considerations.pdfEthical Considerations.pdf
Ethical Considerations.pdfOnkarWeginwar1
 

Similar to Clinical data security and Integrity in Clinical Research (20)

Intentional re-challenge and the clinical data management of Drug Related pro...
Intentional re-challenge and the clinical data management of Drug Related pro...Intentional re-challenge and the clinical data management of Drug Related pro...
Intentional re-challenge and the clinical data management of Drug Related pro...
 
Data Governance and Compliance in Clinical Research
Data Governance and Compliance in Clinical ResearchData Governance and Compliance in Clinical Research
Data Governance and Compliance in Clinical Research
 
Decentralized Monitoring in Clinical Trials
Decentralized Monitoring in Clinical TrialsDecentralized Monitoring in Clinical Trials
Decentralized Monitoring in Clinical Trials
 
Risk Based Monitoring in Clinical trials_Aishwarya Janjale.pptx
Risk Based Monitoring in Clinical trials_Aishwarya Janjale.pptxRisk Based Monitoring in Clinical trials_Aishwarya Janjale.pptx
Risk Based Monitoring in Clinical trials_Aishwarya Janjale.pptx
 
merging trends in Clinical Research: Exploring the latest Innovations
merging trends in Clinical Research: Exploring the latest Innovationsmerging trends in Clinical Research: Exploring the latest Innovations
merging trends in Clinical Research: Exploring the latest Innovations
 
Pharmacovigilance Auditing: Ensuring Data Integrity and Compliance
Pharmacovigilance Auditing: Ensuring Data Integrity and CompliancePharmacovigilance Auditing: Ensuring Data Integrity and Compliance
Pharmacovigilance Auditing: Ensuring Data Integrity and Compliance
 
Clinical Data Management importance in Clinical Trials
Clinical Data Management importance in Clinical TrialsClinical Data Management importance in Clinical Trials
Clinical Data Management importance in Clinical Trials
 
Data security and Privacy in Clinical Research -Compliance and Best Practices...
Data security and Privacy in Clinical Research -Compliance and Best Practices...Data security and Privacy in Clinical Research -Compliance and Best Practices...
Data security and Privacy in Clinical Research -Compliance and Best Practices...
 
Real world Evidence and Precision medicine bridging the gap
Real world Evidence and Precision medicine bridging the gapReal world Evidence and Precision medicine bridging the gap
Real world Evidence and Precision medicine bridging the gap
 
Arief Karfianto - Proposed Security Model for Protecting Patients Data in Ele...
Arief Karfianto - Proposed Security Model for Protecting Patients Data in Ele...Arief Karfianto - Proposed Security Model for Protecting Patients Data in Ele...
Arief Karfianto - Proposed Security Model for Protecting Patients Data in Ele...
 
Patient-Centric Clinical Trials: Empowering Participants and Enhancing Outcomes'
Patient-Centric Clinical Trials: Empowering Participants and Enhancing Outcomes'Patient-Centric Clinical Trials: Empowering Participants and Enhancing Outcomes'
Patient-Centric Clinical Trials: Empowering Participants and Enhancing Outcomes'
 
Data Standards and Interoperability in Clinical Research and Data Management
Data Standards and Interoperability in Clinical Research and Data ManagementData Standards and Interoperability in Clinical Research and Data Management
Data Standards and Interoperability in Clinical Research and Data Management
 
Role of Clinical Data Management in Risk-Based Monitoring
Role of Clinical Data Management in Risk-Based MonitoringRole of Clinical Data Management in Risk-Based Monitoring
Role of Clinical Data Management in Risk-Based Monitoring
 
National digital health mission new
National digital health mission newNational digital health mission new
National digital health mission new
 
Decentralized Electronic Health Record
Decentralized Electronic Health RecordDecentralized Electronic Health Record
Decentralized Electronic Health Record
 
Ethical Dilemmas in Precision Medicine: Navigating the Intersection of Scienc...
Ethical Dilemmas in Precision Medicine: Navigating the Intersection of Scienc...Ethical Dilemmas in Precision Medicine: Navigating the Intersection of Scienc...
Ethical Dilemmas in Precision Medicine: Navigating the Intersection of Scienc...
 
Barbara Bierer, "Clinical Trial Data Sharing"
Barbara Bierer, "Clinical Trial Data Sharing"Barbara Bierer, "Clinical Trial Data Sharing"
Barbara Bierer, "Clinical Trial Data Sharing"
 
Blockchain Applications in Healthcare
Blockchain Applications in HealthcareBlockchain Applications in Healthcare
Blockchain Applications in Healthcare
 
Healthcare Events 2024 To Discuss Cybersecurity Measures For Protecting Patie...
Healthcare Events 2024 To Discuss Cybersecurity Measures For Protecting Patie...Healthcare Events 2024 To Discuss Cybersecurity Measures For Protecting Patie...
Healthcare Events 2024 To Discuss Cybersecurity Measures For Protecting Patie...
 
Ethical Considerations.pdf
Ethical Considerations.pdfEthical Considerations.pdf
Ethical Considerations.pdf
 

More from ClinosolIndia

Role of Drug Regulatory agencies in Clinical Research.
Role of Drug Regulatory agencies in Clinical Research.Role of Drug Regulatory agencies in Clinical Research.
Role of Drug Regulatory agencies in Clinical Research.ClinosolIndia
 
Data Privacy and consent management .. .
Data Privacy and consent management  ..  .Data Privacy and consent management  ..  .
Data Privacy and consent management .. .ClinosolIndia
 
Pharmacovigilance in Patriatics and Geriatrics
Pharmacovigilance in Patriatics and GeriatricsPharmacovigilance in Patriatics and Geriatrics
Pharmacovigilance in Patriatics and GeriatricsClinosolIndia
 
Presenting- Signal mining in Pharmacovigilance
Presenting- Signal mining in PharmacovigilancePresenting- Signal mining in Pharmacovigilance
Presenting- Signal mining in PharmacovigilanceClinosolIndia
 
Patient centered Pharmacovigilance .. .
Patient centered Pharmacovigilance     .. .Patient centered Pharmacovigilance     .. .
Patient centered Pharmacovigilance .. .ClinosolIndia
 
Introduction to Blogs, Presentations and Review Articles- Noorush Shifa Nizami
Introduction to Blogs, Presentations and Review Articles- Noorush Shifa NizamiIntroduction to Blogs, Presentations and Review Articles- Noorush Shifa Nizami
Introduction to Blogs, Presentations and Review Articles- Noorush Shifa NizamiClinosolIndia
 
Patient-Centric Approaches in Precision Medicine Trials: Strategies for Success
Patient-Centric Approaches in Precision Medicine Trials: Strategies for SuccessPatient-Centric Approaches in Precision Medicine Trials: Strategies for Success
Patient-Centric Approaches in Precision Medicine Trials: Strategies for SuccessClinosolIndia
 
Collaborative Initiatives: How Patient Advocacy Groups Contribute to the Succ...
Collaborative Initiatives: How Patient Advocacy Groups Contribute to the Succ...Collaborative Initiatives: How Patient Advocacy Groups Contribute to the Succ...
Collaborative Initiatives: How Patient Advocacy Groups Contribute to the Succ...ClinosolIndia
 
Regulatory Considerations in Precision Medicine: Navigating the Approval Process
Regulatory Considerations in Precision Medicine: Navigating the Approval ProcessRegulatory Considerations in Precision Medicine: Navigating the Approval Process
Regulatory Considerations in Precision Medicine: Navigating the Approval ProcessClinosolIndia
 
Emerging Technologies and Tools in Precision Medicine Research
Emerging Technologies and Tools in Precision Medicine ResearchEmerging Technologies and Tools in Precision Medicine Research
Emerging Technologies and Tools in Precision Medicine ResearchClinosolIndia
 
Precision Medicine in Action: Case Studies and Success Stories
Precision Medicine in Action: Case Studies and Success StoriesPrecision Medicine in Action: Case Studies and Success Stories
Precision Medicine in Action: Case Studies and Success StoriesClinosolIndia
 
Harnessing Big Data and Artificial Intelligence for Pharmacovigilance in Prec...
Harnessing Big Data and Artificial Intelligence for Pharmacovigilance in Prec...Harnessing Big Data and Artificial Intelligence for Pharmacovigilance in Prec...
Harnessing Big Data and Artificial Intelligence for Pharmacovigilance in Prec...ClinosolIndia
 
Pharmacovigilance (PV) Companies: Ensuring Drug Safety in Personalized Treatm...
Pharmacovigilance (PV) Companies: Ensuring Drug Safety in Personalized Treatm...Pharmacovigilance (PV) Companies: Ensuring Drug Safety in Personalized Treatm...
Pharmacovigilance (PV) Companies: Ensuring Drug Safety in Personalized Treatm...ClinosolIndia
 
Adoptive Design: Optimizing Clinical Trial Strategies for Precision Medicine
Adoptive Design: Optimizing Clinical Trial Strategies for Precision MedicineAdoptive Design: Optimizing Clinical Trial Strategies for Precision Medicine
Adoptive Design: Optimizing Clinical Trial Strategies for Precision MedicineClinosolIndia
 
Artificial Intelligence In Clinical Trial
Artificial Intelligence In Clinical TrialArtificial Intelligence In Clinical Trial
Artificial Intelligence In Clinical TrialClinosolIndia
 
Emerging Technologies Shaping the Future of Precision Medicine
Emerging Technologies Shaping the Future of Precision MedicineEmerging Technologies Shaping the Future of Precision Medicine
Emerging Technologies Shaping the Future of Precision MedicineClinosolIndia
 
Innovations in Liquid Biopsies for Precision Cancer Diagnosis
Innovations in Liquid Biopsies for Precision Cancer DiagnosisInnovations in Liquid Biopsies for Precision Cancer Diagnosis
Innovations in Liquid Biopsies for Precision Cancer DiagnosisClinosolIndia
 
Machine Learning Algorithms for Predictive Analytics in Precision Medicine
Machine Learning Algorithms for Predictive Analytics in Precision MedicineMachine Learning Algorithms for Predictive Analytics in Precision Medicine
Machine Learning Algorithms for Predictive Analytics in Precision MedicineClinosolIndia
 
Adaptive Clinical Trials: Enhancing Precision and Efficiency
Adaptive Clinical Trials: Enhancing Precision and EfficiencyAdaptive Clinical Trials: Enhancing Precision and Efficiency
Adaptive Clinical Trials: Enhancing Precision and EfficiencyClinosolIndia
 
Pharmaceutical Industry's Role in Advancing Precision Medicine
Pharmaceutical Industry's Role in Advancing Precision MedicinePharmaceutical Industry's Role in Advancing Precision Medicine
Pharmaceutical Industry's Role in Advancing Precision MedicineClinosolIndia
 

More from ClinosolIndia (20)

Role of Drug Regulatory agencies in Clinical Research.
Role of Drug Regulatory agencies in Clinical Research.Role of Drug Regulatory agencies in Clinical Research.
Role of Drug Regulatory agencies in Clinical Research.
 
Data Privacy and consent management .. .
Data Privacy and consent management  ..  .Data Privacy and consent management  ..  .
Data Privacy and consent management .. .
 
Pharmacovigilance in Patriatics and Geriatrics
Pharmacovigilance in Patriatics and GeriatricsPharmacovigilance in Patriatics and Geriatrics
Pharmacovigilance in Patriatics and Geriatrics
 
Presenting- Signal mining in Pharmacovigilance
Presenting- Signal mining in PharmacovigilancePresenting- Signal mining in Pharmacovigilance
Presenting- Signal mining in Pharmacovigilance
 
Patient centered Pharmacovigilance .. .
Patient centered Pharmacovigilance     .. .Patient centered Pharmacovigilance     .. .
Patient centered Pharmacovigilance .. .
 
Introduction to Blogs, Presentations and Review Articles- Noorush Shifa Nizami
Introduction to Blogs, Presentations and Review Articles- Noorush Shifa NizamiIntroduction to Blogs, Presentations and Review Articles- Noorush Shifa Nizami
Introduction to Blogs, Presentations and Review Articles- Noorush Shifa Nizami
 
Patient-Centric Approaches in Precision Medicine Trials: Strategies for Success
Patient-Centric Approaches in Precision Medicine Trials: Strategies for SuccessPatient-Centric Approaches in Precision Medicine Trials: Strategies for Success
Patient-Centric Approaches in Precision Medicine Trials: Strategies for Success
 
Collaborative Initiatives: How Patient Advocacy Groups Contribute to the Succ...
Collaborative Initiatives: How Patient Advocacy Groups Contribute to the Succ...Collaborative Initiatives: How Patient Advocacy Groups Contribute to the Succ...
Collaborative Initiatives: How Patient Advocacy Groups Contribute to the Succ...
 
Regulatory Considerations in Precision Medicine: Navigating the Approval Process
Regulatory Considerations in Precision Medicine: Navigating the Approval ProcessRegulatory Considerations in Precision Medicine: Navigating the Approval Process
Regulatory Considerations in Precision Medicine: Navigating the Approval Process
 
Emerging Technologies and Tools in Precision Medicine Research
Emerging Technologies and Tools in Precision Medicine ResearchEmerging Technologies and Tools in Precision Medicine Research
Emerging Technologies and Tools in Precision Medicine Research
 
Precision Medicine in Action: Case Studies and Success Stories
Precision Medicine in Action: Case Studies and Success StoriesPrecision Medicine in Action: Case Studies and Success Stories
Precision Medicine in Action: Case Studies and Success Stories
 
Harnessing Big Data and Artificial Intelligence for Pharmacovigilance in Prec...
Harnessing Big Data and Artificial Intelligence for Pharmacovigilance in Prec...Harnessing Big Data and Artificial Intelligence for Pharmacovigilance in Prec...
Harnessing Big Data and Artificial Intelligence for Pharmacovigilance in Prec...
 
Pharmacovigilance (PV) Companies: Ensuring Drug Safety in Personalized Treatm...
Pharmacovigilance (PV) Companies: Ensuring Drug Safety in Personalized Treatm...Pharmacovigilance (PV) Companies: Ensuring Drug Safety in Personalized Treatm...
Pharmacovigilance (PV) Companies: Ensuring Drug Safety in Personalized Treatm...
 
Adoptive Design: Optimizing Clinical Trial Strategies for Precision Medicine
Adoptive Design: Optimizing Clinical Trial Strategies for Precision MedicineAdoptive Design: Optimizing Clinical Trial Strategies for Precision Medicine
Adoptive Design: Optimizing Clinical Trial Strategies for Precision Medicine
 
Artificial Intelligence In Clinical Trial
Artificial Intelligence In Clinical TrialArtificial Intelligence In Clinical Trial
Artificial Intelligence In Clinical Trial
 
Emerging Technologies Shaping the Future of Precision Medicine
Emerging Technologies Shaping the Future of Precision MedicineEmerging Technologies Shaping the Future of Precision Medicine
Emerging Technologies Shaping the Future of Precision Medicine
 
Innovations in Liquid Biopsies for Precision Cancer Diagnosis
Innovations in Liquid Biopsies for Precision Cancer DiagnosisInnovations in Liquid Biopsies for Precision Cancer Diagnosis
Innovations in Liquid Biopsies for Precision Cancer Diagnosis
 
Machine Learning Algorithms for Predictive Analytics in Precision Medicine
Machine Learning Algorithms for Predictive Analytics in Precision MedicineMachine Learning Algorithms for Predictive Analytics in Precision Medicine
Machine Learning Algorithms for Predictive Analytics in Precision Medicine
 
Adaptive Clinical Trials: Enhancing Precision and Efficiency
Adaptive Clinical Trials: Enhancing Precision and EfficiencyAdaptive Clinical Trials: Enhancing Precision and Efficiency
Adaptive Clinical Trials: Enhancing Precision and Efficiency
 
Pharmaceutical Industry's Role in Advancing Precision Medicine
Pharmaceutical Industry's Role in Advancing Precision MedicinePharmaceutical Industry's Role in Advancing Precision Medicine
Pharmaceutical Industry's Role in Advancing Precision Medicine
 

Recently uploaded

VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...Neha Kaur
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual NeedsBangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual NeedsGfnyt
 
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipurparulsinha
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...astropune
 
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Call Girls in Nagpur High Profile
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.MiadAlsulami
 
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableNehru place Escorts
 
Call Girls Colaba Mumbai ❤️ 9920874524 👈 Cash on Delivery
Call Girls Colaba Mumbai ❤️ 9920874524 👈 Cash on DeliveryCall Girls Colaba Mumbai ❤️ 9920874524 👈 Cash on Delivery
Call Girls Colaba Mumbai ❤️ 9920874524 👈 Cash on Deliverynehamumbai
 
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...narwatsonia7
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...narwatsonia7
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...Taniya Sharma
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...CALL GIRLS
 
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...Taniya Sharma
 

Recently uploaded (20)

VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual NeedsBangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
 
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
 
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
 
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
 
Call Girls Colaba Mumbai ❤️ 9920874524 👈 Cash on Delivery
Call Girls Colaba Mumbai ❤️ 9920874524 👈 Cash on DeliveryCall Girls Colaba Mumbai ❤️ 9920874524 👈 Cash on Delivery
Call Girls Colaba Mumbai ❤️ 9920874524 👈 Cash on Delivery
 
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
 
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
 

Clinical data security and Integrity in Clinical Research

  • 1. Welcome Clinical Data Security and Integrity Name: Rohit Kulkarni Qualification: M.Pharmacy Student ID :017 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 1
  • 2. Index ❖ What is Clinical Data ❖ Importance of Security And Integrity ❖ Regulatory Compliance ❖ Technologies ❖ Case Studies ❖ Future Trends ❖ Conclusion 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 2
  • 3. What is Clinical Data Clinical data refers to data collected during the course of providing healthcare to the patients includes wide range of data such as medical history, laboratory test results, vital signs and other this data serves as a crucial resources for the health care providers for monitoring patient progress. 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 3
  • 4. Importance Of Security Importance of security in clinical trails can be defined as critical measures and protocols implemented to safeguard various aspects of trail. ❑ Data protection ❑ Participant safety ❑ Data breaches ❑ Unauthorized access ❑ Regulatory compliance 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 4
  • 5. Strategies to data security ❑ Establish robust access control to limit access based on roles and permissions. ❑ Raising awareness among employees among security attacks like phising,malware. ❑ Conducting regular audits for ensuring the safety of the data, ❑ Installing antivirus software and regularly updating them. 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 5
  • 6. Importance Of Integrity ❑ Data integrity is a degree to which collection of data is complete ,consistent and accurate throughout its life cycle. ❑ The importance of integrity in clinical trails refers to honesty and transparency throughout the trail ❑ It involves adhering to scientific methodology avoiding bias and conflict of interest. ❑ Integrity is essential for building trust among stakeholders, healthcare providers, including participants and public. 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 6
  • 7. Strategies to data integrity ❑ Establishing standard procedures for data collecting, data storage . ❑ Implement data validation checks to ensure that the data entered meets certain criteria and rules. ❑ Ensuring the data is entered correctly without any errors,double checking the enteries,using the spell-check tools for maintaining the accuracy. ❑ Creating a checklist to ensure that all the data is entered properly without missing. 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 7
  • 8. Regulatory Compliance ❑ Regulatory compliance refers to adhering to the law,regulations,guidelines set by the regulatory bodies to ensure safety,integrity and confidentiality of the subject ➢ Intuitional review board. ➢ Good clinical Practice ➢ Good documentation practice ➢ Informed consent ➢ Safety reporting ❑ Failure to comply to the regulatory compliance can lead to serious failure of the trails,suspension,fines. 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 8
  • 9. Technologies ❑ Technology plays a major role in advancing medical research and improving patient outcomes ❑ Some of the technologies used in clinical research are: ➢ Electronic data capture. ➢ Electronic health records ➢ Remote patient monitoring . ➢ Telemedicine platforms. 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 9
  • 10. Case Studies ❑ Anthem data breach(2015): Anthem one of the largest health insurance company in united states experienced a data breach in 2015. hackers gained an unauthorized access to the database compromising personal information of approx. 75.8 millions individuals including date of birth, address. ❑ Singapore health system data breach(2018): Singapore government health system suffered a large data breach personal information about 1.5millions including the prime minister was compromised this highlighted the vulnerabilities data infrastructure and led to a review of cybersecurity measures in Singapore health system. 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 10
  • 11. Future Trends ❑ Decentralized trails ❑ Artificial intelligence ❑ Machine learning ❑ Real world evidence ❑ Block chain technology ❑ Regulatory innovations 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 11
  • 12. ❑ Collabration:collabration is essential for the conduct of clinical trails like: ➢ Collabration with stake holders,researchers,health care providers, participants,regulatory bodies . ❑ Education: By taking a initiatives like conducting: ➢ Training programs,certification,workshops ➢ Providing indivuals with necessary skills and knowledge ❑ With the help of education and collaboration organization can strengthen their defense against data breaches, unauthorized access 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 12 Collabration And Education
  • 13. Conclusion ❑ Clinical data security and integrity are one of the most important aspects of modern healthcare ❑ prioritizing security measure and upholding ethical standards. ❑ Collabration and education are important for promoting confidentiality, accuracy. ❑ As we are advancing towards digital healthcare it is important to keep an eye on emerging security threats and implement proactive measure to tackle them. 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 13
  • 14. Referencees ❑ https://osf.io/e3y2f/download ❑ https://www.cdc.gov/nchhstp/funding/announcements/ps18- 1801/ppt/AttachmentB_SecurityConfidentialityTraining.pptx ❑ https://www.transceleratebiopharmainc.com/rbminteractiveguide /best-practices-for-implementation/data- integrity/#:~:text=According%20to%20the%20World%20Health,acc urate%20throughout%20the%20data%20lifecycle. ❑ https://riskxchange.co/1006895/what-is-integrity-in-cyber- security/ 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 14
  • 15. Thank You! www.clinosol.com (India | Canada) 9121151622/623/624 info@clinosol.com 10/18/2022 www.clinosol.com | follow us on social media @clinosolresearch 15