4.7 Review

Towards Pharma 4.0 in clinical trials: A future-orientated perspective

Related references

Note: Only part of the references are listed.
Article Education & Educational Research

On the development of blockchain-based learning management system as a metacognitive tool to support self-regulation learning in online higher education

Zohreh Saadati et al.

Summary: This study aimed to develop a blockchain-enabled LMS as a metacognitive tool in online higher education and provide adaptive intervention to improve self-regulated learning and academic achievement. The findings showed that the online program enabled students to develop skills in goal setting, self-monitoring, self-reflection, and collaboration.

INTERACTIVE LEARNING ENVIRONMENTS (2023)

Review Medicine, Research & Experimental

Digitally Enabled, Patient-Centric Clinical Trials: Shifting the Drug Development Paradigm

Marissa F. Dockendorf et al.

Summary: The rapidly advancing field of digital health technologies has the potential to revolutionize the way clinical trials are conducted. Merck's digitally enabled clinical trial initiative aims to reduce patient burden, improve drug adherence, and enhance data collection for more effective drug development.

CTS-CLINICAL AND TRANSLATIONAL SCIENCE (2021)

Editorial Material Computer Science, Theory & Methods

Editorial: Smart Cyber-Physical Systems: Toward Pervasive Intelligence systems

Flavia C. Delicato et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2020)

Review Medical Informatics

Utilizing Advanced Technologies to Augment Pharmacovigilance Systems: Challenges and Opportunities

David John Lewis et al.

THERAPEUTIC INNOVATION & REGULATORY SCIENCE (2020)

Review Pharmacology & Pharmacy

Machine learning on adverse drug reactions for pharmacovigilance

Chun Yen Lee et al.

DRUG DISCOVERY TODAY (2019)

Article Health Care Sciences & Services

Detecting Potential Adverse Drug Reactions Using a Deep Neural Network Model

Chi-Shiang Wang et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2019)

Article Computer Science, Interdisciplinary Applications

An adverse drug effect mentions extraction method based on weighted online recurrent extreme learning machine

Ed-drissiya El-allaly et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2019)

Review Pharmacology & Pharmacy

Data science tools and applications on the way to Pharma 4.0

Valentin Steinwandter et al.

DRUG DISCOVERY TODAY (2019)

Editorial Material Cardiac & Cardiovascular Systems

Rise of the smart device ECG and what it means for the general cardiologist

Richard Bennett et al.

HEART (2019)

Article Computer Science, Information Systems

Detecting adverse drug reactions in discharge summaries of electronic medical records using Readpeer

Yixuan Tang et al.

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS (2019)

Article Pharmacology & Pharmacy

Cyber-physical-based PAT (CPbPAT) framework for Pharma 4.0

Reza Vatankhah Barenji et al.

INTERNATIONAL JOURNAL OF PHARMACEUTICS (2019)

Review Pharmacology & Pharmacy

Artificial Intelligence for Clinical Trial Design

Stefan Harrer et al.

TRENDS IN PHARMACOLOGICAL SCIENCES (2019)

Article Biophysics

Nanobiosensors: Point-of-care approaches for cancer diagnostics

Ruchita Shandilya et al.

BIOSENSORS & BIOELECTRONICS (2019)

Article Pharmacology & Pharmacy

Innovation in Pharmacovigilance: Use of Artificial Intelligence in Adverse Event Case Processing

Juergen Schmider et al.

CLINICAL PHARMACOLOGY & THERAPEUTICS (2019)

Article Pharmacology & Pharmacy

Similarity-based machine learning support vector machine predictor of drug-drug interactions with improved accuracies

Dalong Song et al.

JOURNAL OF CLINICAL PHARMACY AND THERAPEUTICS (2019)

Review Biochemistry & Molecular Biology

High-performance medicine: the convergence of human and artificial intelligence

Eric J. Topol

NATURE MEDICINE (2019)

Article Chemistry, Multidisciplinary

An Ultra-Shapeable, Smart Sensing Platform Based on a Multimodal Ferrofluid-Infused Surface

Abdelsalam Ahmed et al.

ADVANCED MATERIALS (2019)

Review Medical Informatics

Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review

Jiayi Shen et al.

JMIR MEDICAL INFORMATICS (2019)

Article Computer Science, Information Systems

Learning to detect and understand drug discontinuation events from clinical narratives

Feifan Liu et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2019)

Review Biotechnology & Applied Microbiology

The Big Picture on the AI Turn for Digital Health: The Internet of Things and Cyber-Physical Systems

Vural Ozdemir

OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY (2019)

Review Engineering, Biomedical

Smart technologies toward sleep monitoring at home

Kwang Suk Park et al.

BIOMEDICAL ENGINEERING LETTERS (2019)

Article Medical Informatics

Smart medical beds in patient-care environments of the twenty-first century: a state-of-art survey

Ignacio Ghersi et al.

BMC MEDICAL INFORMATICS AND DECISION MAKING (2018)

Article Computer Science, Theory & Methods

Next generation cloud computing: New trends and research directions

Blesson Varghese et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2018)

Article Cardiac & Cardiovascular Systems

Smart watches for heart rate assessment in atrial arrhythmias

Anoop N. Koshy et al.

INTERNATIONAL JOURNAL OF CARDIOLOGY (2018)

Article Health Care Sciences & Services

Unsupervised Machine Learning to Identify High Likelihood of Dementia in Population-Based Surveys: Development and Validation Study

Laurent Cleret de langavant et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2018)

Article Computer Science, Information Systems

A chronological pharmacovigilance network analytics approach for predicting adverse drug events

Behrooz Davazdahemami et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2018)

Review Engineering, Environmental

Pharma Industry 4.0: Literature review and research opportunities in sustainable pharmaceutical supply chains

Baoyang Ding

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION (2018)

Article Multidisciplinary Sciences

Clinical Assistant Diagnosis for Electronic Medical Record Based on Convolutional Neural Network

Zhongliang Yang et al.

SCIENTIFIC REPORTS (2018)

Article Multidisciplinary Sciences

Soft, smart contact lenses with integrations of wireless circuits, glucose sensors, and displays

Jihun Park et al.

SCIENCE ADVANCES (2018)

Meeting Abstract Oncology

Clinical performance pilot using cognitive computing for clinical trial matching at Mayo Clinic.

Jane Helgeson et al.

JOURNAL OF CLINICAL ONCOLOGY (2018)

Review Biotechnology & Applied Microbiology

Smart Bandages: The Future of Wound Care

Hossein Derakhshandeh et al.

TRENDS IN BIOTECHNOLOGY (2018)

Article Multidisciplinary Sciences

Prognostication and Risk Factors for Cystic Fibrosis via Automated Machine Learning

Ahmed M. Alaa et al.

SCIENTIFIC REPORTS (2018)

Article Biochemical Research Methods

Modeling and prediction of clinical symptom trajectories in Alzheimer's disease using longitudinal data

Nikhil Bhagwat et al.

PLOS COMPUTATIONAL BIOLOGY (2018)

Article Medical Informatics

Improving palliative care with deep learning

Anand Avati et al.

BMC MEDICAL INFORMATICS AND DECISION MAKING (2018)

Article Biochemistry & Molecular Biology

The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care

Matthieu Komorowski et al.

NATURE MEDICINE (2018)

Article Computer Science, Interdisciplinary Applications

Accuracy of an automated knowledge base for identifying drug adverse reactions

E. A. Voss et al.

JOURNAL OF BIOMEDICAL INFORMATICS (2017)

Article Computer Science, Interdisciplinary Applications

Predicting age by mining electronic medical records with deep learning characterizes differences between chronological and physiological age

Zichen Wang et al.

JOURNAL OF BIOMEDICAL INFORMATICS (2017)

Editorial Material Biotechnology & Applied Microbiology

How much do clinical trials cost?

Linda Martin et al.

NATURE REVIEWS DRUG DISCOVERY (2017)

Article Geriatrics & Gerontology

Identifying incipient dementia individuals using machine learning and amyloid imaging

Sulantha Mathotaarachchi et al.

NEUROBIOLOGY OF AGING (2017)

Article Psychology, Clinical

Predicting Risk of Suicide Attempts Over Time Through Machine Learning

Colin G. Walsh et al.

CLINICAL PSYCHOLOGICAL SCIENCE (2017)

Article Medical Laboratory Technology

Nonanalytic Laboratory Automation: A Quarter Century of Progress

Charles D. Hawker

CLINICAL CHEMISTRY (2017)

Review Anesthesiology

Drug Infusion Systems: Technologies, Performance, and Pitfalls

Uoo R. Kim et al.

ANESTHESIA AND ANALGESIA (2017)

Review Computer Science, Interdisciplinary Applications

Health at hand: A systematic review of smart watch uses for health and wellness

Blaine Reeder et al.

JOURNAL OF BIOMEDICAL INFORMATICS (2016)

Article Biochemistry & Molecular Biology

A Data-Driven Approach to Predicting Successes and Failures of Clinical Trials

Kaitlyn M. Gayvert et al.

CELL CHEMICAL BIOLOGY (2016)

Article Engineering, Biomedical

Smart ECG Monitoring Patch with Built-in R-Peak Detection for Long-Term HRV Analysis

W. K. Lee et al.

ANNALS OF BIOMEDICAL ENGINEERING (2016)

Article Chemistry, Multidisciplinary

Cut-and-Paste Manufacture of Multiparametric Epidermal Sensor Systems

Shixuan Yang et al.

ADVANCED MATERIALS (2015)

Review Ophthalmology

Prosthetic vision: devices, patient outcomes and retinal research

Alex E. Hadjinicolaou et al.

CLINICAL AND EXPERIMENTAL OPTOMETRY (2015)

Article Computer Science, Interdisciplinary Applications

Text mining for pharmacovigilance: Using machine learning for drug name recognition and drug-drug interaction extraction and classification

Asma Ben Abacha et al.

JOURNAL OF BIOMEDICAL INFORMATICS (2015)

Article Multidisciplinary Sciences

Soft, curved electrode systems capable of integration on the auricle as a persistent brain-computer interface

James J. S. Norton et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2015)

Article Cell Biology

A targeted real-time early warning score (TREWScore) for septic shock

Katharine E. Henry et al.

SCIENCE TRANSLATIONAL MEDICINE (2015)

Review Health Care Sciences & Services

The cost of drug development: A systematic review

Steve Morgan et al.

HEALTH POLICY (2011)