Sharing Medical Big Data While Preserving Patient Confidentiality in Innovative Medicines Initiative: A Summary and Case Report from BigData@Heart

Cloud-IIoT-Based Electronic Health Record Privacy-Preserving by CNN and Blockchain-Enabled Federated Learning

(2022) Jafar A. Alzubi et al.   IEEE Transactions on Industrial Informatics

The social licence for data-intensive health research: towards co-creation, public value and trust

(2021) Sam H. A. Muller et al.   BMC Medical Ethics

Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption

(2021) David Froelicher et al.   Nature Communications

Generalizability of randomized controlled trials in heart failure with reduced ejection fraction

(2021) Yvonne Mei Fong Lim et al.   European Heart Journal-Quality of Care and Clinical Outcomes

Data Protection and Ethics Requirements for Multisite Research with Health Data: A Comparative Examination of Legislative Governance Frameworks and the Role of Data Protection Technologies*

(2020) James Scheibner et al.   Journal of Law and the Biosciences

Responsible data sharing in international health research: a systematic review of principles and norms

(2019) Shona Kalkman et al.   BMC Medical Ethics

Adjusting the focus: A public health ethics approach to data research

(2019) Angela Ballantyne   BIOETHICS

Transparency and objectivity in governance of clinical trials data sharing: Current practices and approaches

(2019) Mahsa Shabani et al.   Clinical Trials

Clinical trial data sharing: here’s the challenge

(2019) Sonali Kochhar et al.   BMJ Open

Clinical trial data reuse – overcoming complexities in trial design and data sharing

(2019) Toby Wilkinson et al.   Trials

Responsible data sharing in a big data-driven translational research platform: lessons learned

(2019) S. Kalkman et al.   BMC Medical Informatics and Decision Making

Rationale and design of the phase 2b clinical trials to study the effects of the partial adenosine A1-receptor agonist neladenoson bialanate in patients with chronic heart failure with reduced (PANTHEON) and preserved (PANACHE) ejection fraction

(2018) Adriaan A. Voors et al.   EUROPEAN JOURNAL OF HEART FAILURE

Big Data in Cardiovascular Disease

(2017) Stefan Anker et al.   EUROPEAN HEART JOURNAL

Sharing and reuse of individual participant data from clinical trials: principles and recommendations

(2017) Christian Ohmann et al.   BMJ Open

Protecting patient privacy when sharing patient-level data from clinical trials

(2016) Katherine Tucker et al.   BMC Medical Research Methodology

Best practice for analysis of shared clinical trial data

(2016) Sally Hollis et al.   BMC Medical Research Methodology

Sharing clinical trial data: a proposal from the International Committee of Medical Journal Editors

(2016) Darren B Taichman et al.   LANCET

Clinical Trial Data Sharing: What Do We Do Now?

(2015) Steven N. Goodman   ANNALS OF INTERNAL MEDICINE

Sharing of Clinical Trial Data: Benefits, Risks, and Uniform Principles

(2015) Michael Rosenblatt et al.   ANNALS OF INTERNAL MEDICINE

Big Data in medical research and EU data protection law: challenges to the consent or anonymise approach

(2015) Menno Mostert et al.   EUROPEAN JOURNAL OF HUMAN GENETICS

Sharing Clinical Trial Data

(2015) Bernard Lo   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Transforming Epidemiology for 21st Century Medicine and Public Health

(2013) M. J. Khoury et al.   CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

Data sharing in large research consortia: experiences and recommendations from ENGAGE

(2013) Isabelle Budin-Ljøsne et al.   EUROPEAN JOURNAL OF HUMAN GENETICS

THE INNOVATIVE MEDICINES INITIATIVE: A PUBLIC PRIVATE PARTNERSHIP MODEL TO FOSTER DRUG DISCOVERY

(2013) Elisabetta Vaudano   Computational and Structural Biotechnology Journal

The Innovative Medicines Initiative: A European Response to the Innovation Challenge

(2012) M Goldman   CLINICAL PHARMACOLOGY & THERAPEUTICS

Open Clinical Trial Data for All? A View from Regulators

(2012) Hans-Georg Eichler et al.   PLOS MEDICINE

Building a Biomedical Cyberinfrastructure for Collaborative Research

(2011) Peter A. Schad et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Network meta-analysis of survival data with fractional polynomials

(2011) Jeroen P Jansen   BMC Medical Research Methodology

Sharing research data to improve public health

(2011) Mark Walport et al.   LANCET

Quality, quantity and harmony: the DataSHaPER approach to integrating data across bioclinical studies

(2010) I. Fortier et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

DataSHIELD: resolving a conflict in contemporary bioscience--performing a pooled analysis of individual-level data without sharing the data

(2010) M. Wolfson et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

The SAIL Databank: building a national architecture for e-health research and evaluation

(2009) David V Ford et al.   BMC HEALTH SERVICES RESEARCH

Meta-analysis of individual- and aggregate-level data

(2007) A. J. Sutton et al.   STATISTICS IN MEDICINE