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Author Details

Keith J Dreyer
Chief Science Officer ACR Data Science Institute, Massachusetts General Hospital
1998
99
24
PMIDPaper TitleJournal TitlePublished Year
37843483Projected Growth in FDA-Approved Artificial Intelligence Products Given Venture Capital Funding.J Am Coll Radiol2024
36125375Machine Learning for Adrenal Gland Segmentation and Classification of Normal and Adrenal Masses at CT.Radiology2023
37219444Opportunistic Screening: <i>Radiology</i> Scientific Expert Panel.Radiology2023
37019698Radiologist-Trained AI Model for Identifying Suboptimal Chest-Radiographs.Acad Radiol2023
37356806Evaluating GPT as an Adjunct for Radiologic Decision Making: GPT-4 Versus GPT-3.5 in a Breast Imaging Pilot.J Am Coll Radiol2023
36922109Addressing the Challenges of Implementing Artificial Intelligence Tools in Clinical Practice: Principles From Experience.J Am Coll Radiol2023
36813668Specialty Society Support for Multicenter Research in Artificial Intelligence.Acad Radiol2023
36610270Automatic segmentation and measurement of tracheal collapsibility in tracheomalacia.Clin Imaging2023
36832266Auto-Detection of Motion Artifacts on CT Pulmonary Angiograms with a Physician-Trained AI Algorithm.Diagnostics (Basel)2023
36604467Head CT deep learning model is highly accurate for early infarct estimation.Sci Rep2023
36766516Suboptimal Chest Radiography and Artificial Intelligence: The Problem and the Solution.Diagnostics (Basel)2023
36865204Assessing the Utility of ChatGPT Throughout the Entire Clinical Workflow.medRxiv2023
36331701Performance of threshold-based stone segmentation and radiomics for determining the composition of kidney stones from single-energy CT.Jpn J Radiol2023
34657812Artificial Intelligence has Similar Performance to Subjective Assessment of Emphysema Severity on Chest CT.Acad Radiol2022
35486572Validation pipeline for machine learning algorithm assessment for multiple vendors.PLoS One2022
36520432Evaluation of an Artificial Intelligence Model for Detection of Pneumothorax and Tension Pneumothorax in Chest Radiographs.JAMA Netw Open2022
36044215Association of Artificial Intelligence-Aided Chest Radiograph Interpretation With Reader Performance and Efficiency.JAMA Netw Open2022
36140488Performance of a Chest Radiography AI Algorithm for Detection of Missed or Mislabeled Findings: A Multicenter Study.Diagnostics (Basel)2022
36292071Frequency of Missed Findings on Chest Radiographs (CXRs) in an International, Multicenter Study: Application of AI to Reduce Missed Findings.Diagnostics (Basel)2022
36010194Radiologist-Trained and -Tested (R2.2.4) Deep Learning Models for Identifying Anatomical Landmarks in Chest CT.Diagnostics (Basel)2022
35916673Implementation of Clinical Artificial Intelligence in Radiology: Who Decides and How?Radiology2022
36154286Implementation of Clinical Artificial Intelligence in Radiology: Who Decides and How?Radiology2022
35316621Predictive values of AI-based triage model in suboptimal CT pulmonary angiography.Clin Imaging2022
34969610FDA-regulated AI Algorithms: Trends, Strengths, and Gaps of Validation Studies.Acad Radiol2022
34610324Real-World Surveillance of FDA-Cleared Artificial Intelligence Models: Rationale and Logistics.J Am Coll Radiol2022
34836775Complex Relationship Between Artificial Intelligence and CT Radiation Dose.Acad Radiol2022
33442676Federated Learning used for predicting outcomes in SARS-COV-2 patients.Res Sq2021
338918592020 ACR Data Science Institute Artificial Intelligence Survey.J Am Coll Radiol2021
34526699Federated learning for predicting clinical outcomes in patients with COVID-19.Nat Med2021
34607754Data Sharing of Imaging in an Evolving Health Care World: Report of the ACR Data Sharing Workgroup, Part 1: Data Ethics of Privacy, Consent, and Anonymization.J Am Coll Radiol2021
34607753Data Sharing of Imaging in an Evolving Health Care World: Report of the ACR Data Sharing Workgroup, Part 2: Annotation, Curation, and Contracting.J Am Coll Radiol2021
34599876Evaluation and Real-World Performance Monitoring of Artificial Intelligence Models in Clinical Practice: Try It, Buy It, Check It.J Am Coll Radiol2021
31481284Artificial intelligence in radiology: the ecosystem essential to improving patient care.Clin Imaging2020
31790672Integrating Artificial Intelligence Into Radiologic Practice: A Look to the Future.J Am Coll Radiol2020
32064565Integrating artificial intelligence into the clinical practice of radiology: challenges and recommendations.Eur Radiol2020
32592660Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density.J Am Coll Radiol2020
31515753Viewing Imaging Studies: How Patient Location and Imaging Site Affect Referring Physicians.J Digit Imaging2020
30947901The Role of the ACR Data Science Institute in Advancing Health Equity in Radiology.J Am Coll Radiol2019
31272590Democratizing AI.J Am Coll Radiol2019
31319078Bending the Artificial Intelligence Curve for Radiology: Informatics Tools From ACR and RSNA.J Am Coll Radiol2019
31151893A Road Map for Translational Research on Artificial Intelligence in Medical Imaging: From the 2018 National Institutes of Health/RSNA/ACR/The Academy Workshop.J Am Coll Radiol2019
29158061Machine Learning in Radiology: Applications Beyond Image Interpretation.J Am Coll Radiol2018
29944078Current Applications and Future Impact of Machine Learning in Radiology.Radiology2018
30533276Implementing the DICOM Standard for Digital Pathology.J Pathol Inform2018
28438503Expanding Role of Certified Electronic Health Records Technology in Radiology: The MACRA Mandate.J Am Coll Radiol2018
29501501Artificial Intelligence in Health Care: Brave New World or Golden Opportunity?J Am Coll Radiol2018
29402533Artificial Intelligence and Machine Learning in Radiology: Opportunities, Challenges, Pitfalls, and Criteria for Success.J Am Coll Radiol2018
29735246The Artificial Intelligence Ecosystem for the Radiological Sciences: Ideas to Clinical Practice.J Am Coll Radiol2018
29155639When Machines Think: Radiology's Next Frontier.Radiology2017
28430557Utilization Management of High-Cost Imaging in an Outpatient Setting in a Large Stable Patient and Provider Cohort over 7 Years.Radiology2017
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Collaborators

Massachusetts General Hospital, Harvard Medical School
Co-authored papers 24
Massachusetts General Hospital and Harvard Medical School
Co-authored papers 21
Massachusetts General Hospital and Harvard Medical School
Co-authored papers 14
Massachusetts General Hospital, USA Harvard Medical School
Co-authored papers 12
Massachusetts General Hospital and Harvard Medical School
Co-authored papers 11
Inc., University of California san francisco
Co-authored papers 4
Massachusetts General Hospital
Co-authored papers 3
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 3
Universidade Federal de Sao Paulo
Co-authored papers 3
Center for Advanced Magnetic Resonance Development (M.R.B.), Duke University
Co-authored papers 3
Mount Sinai Health System and University Health Network
Co-authored papers 2
University Health Network
Co-authored papers 2
University of Cambridge
Co-authored papers 2
Massachusetts General Hospital
Co-authored papers 2
Mount Sinai Hospital
Co-authored papers 2
Self-Defense Forces Central Hospital
Co-authored papers 2
Thomas Jefferson University
Co-authored papers 2
Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai
Co-authored papers 2
Technical University of Munich (TUM)
Co-authored papers 2
National Cancer Institute, National Institutes of Health
Co-authored papers 2
Massachusetts General Hospital, Harvard University
Co-authored papers 2
Yeungnam University Hospital
Co-authored papers 2
Lunenfeld-Tanenbaum Research Institute
Co-authored papers 2
University of California san francisco
Co-authored papers 2
Self-Defense Forces Central Hospital
Co-authored papers 2
University of California san francisco
Co-authored papers 2
University of California
Co-authored papers 2
Kyungpook National University
Co-authored papers 2
Medical Review and Pharmaceutical Benefits Division
Co-authored papers 2
Harvard T.H. Chan School of Public Health
Co-authored papers 2