Artificial intelligence in clinical and translational science: Successes, challenges and opportunities
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Artificial intelligence in clinical and translational science: Successes, challenges and opportunities
Authors
Keywords
-
Journal
CTS-Clinical and Translational Science
Volume 15, Issue 2, Pages 309-321
Publisher
Wiley
Online
2021-10-28
DOI
10.1111/cts.13175
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Hierarchical Bayesian modelling of disease progression to inform clinical trial design in centronuclear myopathy
- (2021) Eve Fouarge et al. Orphanet Journal of Rare Diseases
- External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients
- (2021) Andrew Wong et al. JAMA Internal Medicine
- Automated Machine Learning: Review of the State-of-the-Art and Opportunities for Healthcare
- (2020) Jonathan Waring et al. ARTIFICIAL INTELLIGENCE IN MEDICINE
- A Bayesian approach for detecting a disease that is not being modeled
- (2020) John M. Aronis et al. PLoS One
- A new procedure, free from human assessment, that automatically grades some facial skin signs in men from selfies pictures. Application to changes induced by a severe aerial chronic urban pollution
- (2020) Yuze Zhang et al. INTERNATIONAL JOURNAL OF COSMETIC SCIENCE
- Fit‐for‐Purpose Biometric Monitoring Technologies (BioMeT): Leveraging the Laboratory Biomarker Experience
- (2020) Authors: Alan Godfrey et al. CTS-Clinical and Translational Science
- Deep learning-based image analysis methods for brightfield-acquired multiplex immunohistochemistry images
- (2020) Danielle J. Fassler et al. Diagnostic Pathology
- Accurate detection of spontaneous seizures using a generalized linear model with external validation
- (2020) Nicolas F. Fumeaux et al. EPILEPSIA
- Recent advances of HCI in decision-making tasks for optimized clinical workflows and precision medicine
- (2020) Leonardo Rundo et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Natural language processing and machine learning to enable automatic extraction and classification of patients’ smoking status from electronic medical records
- (2020) Andrea Caccamisi et al. UPSALA JOURNAL OF MEDICAL SCIENCES
- Spatial domain analysis predicts risk of colorectal cancer recurrence and infers associated tumor microenvironment networks
- (2020) Shikhar Uttam et al. Nature Communications
- Objective evaluation of allergic conjunctival disease (with a focus on the application of artificial intelligence technology)
- (2020) Hitoshi Tabuchi et al. ALLERGOLOGY INTERNATIONAL
- An Ensemble Learning Strategy for Eligibility Criteria Text Classification for Clinical Trial Recruitment: Algorithm Development and Validation
- (2020) Kun Zeng et al. JMIR Medical Informatics
- A Deep Artificial Neural Network−Based Model for Prediction of Underlying Cause of Death From Death Certificates: Algorithm Development and Validation
- (2020) Louis Falissard et al. JMIR Medical Informatics
- Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study
- (2020) Mark P Sendak et al. JMIR Medical Informatics
- The Case for Algorithmic Stewardship for Artificial Intelligence and Machine Learning Technologies
- (2020) Stephanie Eaneff et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Optimizing Survival Analysis of XGBoost for Ties to Predict Disease Progression of Breast Cancer
- (2020) Pei Liu et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes
- (2019) Boris P. Hejblum et al. Scientific Data
- Using deep learning to identify translational research in genomic medicine beyond bench to bedside
- (2019) Yi-Yu Hsu et al. Database-The Journal of Biological Databases and Curation
- Artificial Intelligence and Black-Box Medical Decisions: Accuracy versus Explainability
- (2019) Alex John London HASTINGS CENTER REPORT
- Predicting drug response of tumors from integrated genomic profiles by deep neural networks
- (2019) Yu-Chiao Chiu et al. BMC Medical Genomics
- Artificial Intelligence Transforms the Future of Health Care
- (2019) Nariman Noorbakhsh-Sabet et al. AMERICAN JOURNAL OF MEDICINE
- Medicine contends with how to use artificial intelligence
- (2019) Jennifer Couzin-Frankel SCIENCE
- Geographic, Temporal, and Sociodemographic Differences in Opioid Poisoning
- (2019) Elinor R. Schoenfeld et al. AMERICAN JOURNAL OF PREVENTIVE MEDICINE
- Do no harm: a roadmap for responsible machine learning for health care
- (2019) Jenna Wiens et al. NATURE MEDICINE
- The “All of Us” Research Program
- (2019) NEW ENGLAND JOURNAL OF MEDICINE
- Association Between Surgical Skin Markings in Dermoscopic Images and Diagnostic Performance of a Deep Learning Convolutional Neural Network for Melanoma Recognition
- (2019) Julia K. Winkler et al. JAMA Dermatology
- Key challenges for delivering clinical impact with artificial intelligence
- (2019) Christopher J. Kelly et al. BMC Medicine
- Automatic extraction and assessment of lifestyle exposures for Alzheimer’s disease using natural language processing
- (2019) Xin Zhou et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
- Dissecting racial bias in an algorithm used to manage the health of populations
- (2019) Ziad Obermeyer et al. SCIENCE
- DeepIso: A Deep Learning Model for Peptide Feature Detection from LC-MS map
- (2019) Fatema Tuz Zohora et al. Scientific Reports
- Natural language processing for populating lung cancer clinical research data
- (2019) Liwei Wang et al. BMC Medical Informatics and Decision Making
- A survey and systematic assessment of computational methods for drug response prediction
- (2019) Jinyu Chen et al. BRIEFINGS IN BIOINFORMATICS
- Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records
- (2019) Yanshan Wang et al. JOURNAL OF BIOMEDICAL INFORMATICS
- OUP accepted manuscript
- (2018) BRIEFINGS IN BIOINFORMATICS
- Connecting Technological Innovation in Artificial Intelligence to Real-world Medical Practice through Rigorous Clinical Validation: What Peer-reviewed Medical Journals Could Do
- (2018) Seong Ho Park et al. JOURNAL OF KOREAN MEDICAL SCIENCE
- Cancer Drug Response Profile scan (CDRscan): A Deep Learning Model That Predicts Drug Effectiveness from Cancer Genomic Signature
- (2018) Yoosup Chang et al. Scientific Reports
- Baseline Assessment of the Evolving 2017 eClinical Landscape
- (2018) Michael Wilkinson et al. Therapeutic Innovation & Regulatory Science
- Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach
- (2018) Zachary Munn et al. BMC Medical Research Methodology
- Questions for Artificial Intelligence in Health Care
- (2018) Thomas M. Maddox et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- The practical implementation of artificial intelligence technologies in medicine
- (2018) Jianxing He et al. NATURE MEDICINE
- Big data and black-box medical algorithms
- (2018) W. Nicholson Price Science Translational Medicine
- Artificial intelligence in healthcare
- (2018) Kun-Hsing Yu et al. Nature Biomedical Engineering
- Health monitoring through wearable technologies for older adults: Smart wearables acceptance model
- (2018) Junde Li et al. APPLIED ERGONOMICS
- Dermatologist-level classification of skin cancer with deep neural networks
- (2017) Andre Esteva et al. NATURE
- Smartphone technology facilitates dietary change in healthy adults
- (2017) Michelle L. Ipjian et al. NUTRITION
- New Benchmarks Characterizing Growth in Protocol Design Complexity
- (2017) Kenneth A. Getz et al. Therapeutic Innovation & Regulatory Science
- 12 years on – Is the NLM medical text indexer still useful and relevant?
- (2017) James Mork et al. Journal of Biomedical Semantics
- A study of the transferability of influenza case detection systems between two large healthcare systems
- (2017) Ye Ye et al. PLoS One
- Social Media Mining for Toxicovigilance: Automatic Monitoring of Prescription Medication Abuse from Twitter
- (2016) Abeed Sarker et al. DRUG SAFETY
- Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts
- (2016) Ioannis Korkontzelos et al. JOURNAL OF BIOMEDICAL INFORMATICS
- A method for detecting and characterizing outbreaks of infectious disease from clinical reports
- (2015) Gregory F. Cooper et al. JOURNAL OF BIOMEDICAL INFORMATICS
- PaTH: towards a learning health system in the Mid-Atlantic region
- (2014) W. Amin et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- The Parable of Google Flu: Traps in Big Data Analysis
- (2014) D. Lazer et al. SCIENCE
- Invited Commentary: Off-Roading With Social Epidemiology--Exploration, Causation, Translation
- (2013) M. M. Glymour et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue
- (2013) M. J. Gerdes et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Portability of an algorithm to identify rheumatoid arthritis in electronic health records
- (2012) Robert J Carroll et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- EliXR: an approach to eligibility criteria extraction and representation
- (2011) C. Weng et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Clinical Research Informatics: Challenges, Opportunities and Definition for an Emerging Domain
- (2009) P. J. Embi et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Digital Disease Detection — Harnessing the Web for Public Health Surveillance
- (2009) John S. Brownstein et al. NEW ENGLAND JOURNAL OF MEDICINE
- National Mesothelioma Virtual Bank: A standard based biospecimen and clinical data resource to enhance translational research
- (2008) Waqas Amin et al. BMC CANCER
- Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support
- (2008) Paul A. Harris et al. JOURNAL OF BIOMEDICAL INFORMATICS
- A "Fundamental Theorem" of Biomedical Informatics
- (2008) C. P. Friedman JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Spiraling Costs Threaten Gridlock
- (2008) D. Malakoff SCIENCE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More