Natural Language Processing in Radiology: Update on Clinical Applications
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Natural Language Processing in Radiology: Update on Clinical Applications
Authors
Keywords
-
Journal
Journal of the American College of Radiology
Volume -, Issue -, Pages -
Publisher
Elsevier BV
Online
2022-08-25
DOI
10.1016/j.jacr.2022.06.016
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Use of Natural Language Processing (NLP) in Evaluation of Radiology Reports: An Update on Applications and Technology Advances
- (2022) Lane F. Donnelly et al. SEMINARS IN ULTRASOUND CT AND MRI
- Automatic Image Caption Generation Based on Some Machine Learning Algorithms
- (2022) Bratislav Predić et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Analysis of Stroke Detection during the COVID-19 Pandemic Using Natural Language Processing of Radiology Reports
- (2021) M.D. Li et al. AMERICAN JOURNAL OF NEURORADIOLOGY
- Natural language processing of radiology reports for the identification of patients with fracture
- (2021) Nithin Kolanu et al. Archives of Osteoporosis
- Automatic medical protocol classification using machine learning approaches
- (2021) Pilar López-Úbeda et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Automatic Fully-Contextualized Recommendation Extraction from Radiology Reports
- (2021) Jackson Steinkamp et al. JOURNAL OF DIGITAL IMAGING
- Natural language processing of radiology reports to investigate the effects of the COVID-19 pandemic on the incidence and age distribution of fractures
- (2021) Florian Jungmann et al. SKELETAL RADIOLOGY
- A systematic review of natural language processing applied to radiology reports
- (2021) Arlene Casey et al. BMC Medical Informatics and Decision Making
- Machine learning based natural language processing of radiology reports in orthopaedic trauma
- (2021) A.W. Olthof et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Deep learning to automate the labelling of head MRI datasets for computer vision applications
- (2021) David A. Wood et al. EUROPEAN RADIOLOGY
- Bag-of-Words Technique in Natural Language Processing: A Primer for Radiologists
- (2021) Krishna Juluru et al. RADIOGRAPHICS
- Practical Guide to Natural Language Processing for Radiology
- (2021) Ali Mozayan et al. RADIOGRAPHICS
- Workload of diagnostic radiologists in the foreseeable future based on recent scientific advances: growth expectations and role of artificial intelligence
- (2021) Thomas C. Kwee et al. Insights into Imaging
- Radiology reporting in oncology—oncologists’ perspective
- (2021) Elisabeta Valeria Spînu-Popa et al. CANCER IMAGING
- Artificial intelligence-aided clinical annotation of a large multi-cancer genomic dataset
- (2021) Kenneth L. Kehl et al. Nature Communications
- Towards data-driven medical imaging using natural language processing in patients with suspected urolithiasis
- (2020) Florian Jungmann et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
- Natural Language Processing in Dutch Free Text Radiology Reports: Challenges in a Small Language Area Staging Pulmonary Oncology
- (2020) J. Martijn Nobel et al. JOURNAL OF DIGITAL IMAGING
- Towards automated generation of curated datasets in radiology: Application of natural language processing to unstructured reports exemplified on CT for pulmonary embolism
- (2020) Thomas Weikert et al. EUROPEAN JOURNAL OF RADIOLOGY
- Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports
- (2020) Charlene Jennifer Ong et al. PLoS One
- Radiology Workload Changes During the COVID-19 Pandemic: Implications for Staff Redeployment
- (2020) Junzi Shi et al. ACADEMIC RADIOLOGY
- Natural language processing for automated quantification of bone metastases reported in free-text bone scintigraphy reports
- (2020) Olivier Q. Groot et al. ACTA ONCOLOGICA
- COVID-19 detection in radiological text reports integrating entity recognition
- (2020) Pilar López-Úbeda et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Natural Language Generation Model for Mammography Reports Simulation
- (2020) Assaf Hoogi et al. IEEE Journal of Biomedical and Health Informatics
- Artificial intelligence in radiology: relevance of collaborative work between radiologists and engineers for building a multidisciplinary team
- (2020) T. Martín-Noguerol et al. CLINICAL RADIOLOGY
- Detection of unexpected findings in radiology reports: A comparative study of machine learning approaches
- (2020) Pilar López-Úbeda et al. EXPERT SYSTEMS WITH APPLICATIONS
- Domain specific word embeddings for natural language processing in radiology
- (2020) Timothy L. Chen et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Workload for radiologists during on-call hours: dramatic increase in the past 15 years
- (2020) R. J. M. Bruls et al. Insights into Imaging
- Face-to-Face: Resident-led Radiology Medicine Rounds Facilitate Evidence-based Processes for Clinical Decision Support
- (2020) Adam E. Goldman-Yassen et al. Current Problems in Diagnostic Radiology
- Natural Language Processing of Radiology Reports in Patients With Hepatocellular Carcinoma to Predict Radiology Resource Utilization
- (2019) A.D. Brown et al. Journal of the American College of Radiology
- Natural language processing to identify ureteric stones in radiology reports
- (2019) Andrew Yu Li et al. Journal of Medical Imaging and Radiation Oncology
- Natural language processing of radiology reports for identification of skeletal site-specific fractures
- (2019) Yanshan Wang et al. BMC Medical Informatics and Decision Making
- A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
- (2019) Yong Yu et al. NEURAL COMPUTATION
- Natural Language Processing for Identification of Incidental Pulmonary Nodules in Radiology Reports
- (2019) Stella K. Kang et al. Journal of the American College of Radiology
- Toward Complete Structured Information Extraction from Radiology Reports Using Machine Learning
- (2019) Jackson M. Steinkamp et al. JOURNAL OF DIGITAL IMAGING
- Automated Detection of Measurements and Their Descriptors in Radiology Reports Using a Hybrid Natural Language Processing Algorithm
- (2019) Selen Bozkurt et al. JOURNAL OF DIGITAL IMAGING
- Assessment of Deep Natural Language Processing in Ascertaining Oncologic Outcomes From Radiology Reports
- (2019) Kenneth L. Kehl et al. JAMA Oncology
- Essential Elements of Natural Language Processing: What the Radiologist Should Know
- (2019) Po-Hao Chen ACADEMIC RADIOLOGY
- Decreasing radiologist burnout through informatics-based solutions
- (2019) Andrew F. Simon et al. CLINICAL IMAGING
- Radiology report annotation using intelligent word embeddings: Applied to multi-institutional chest CT cohort
- (2018) Imon Banerjee et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Proposing New RadLex Terms by Analyzing Free-Text Mammography Reports
- (2018) Hakan Bulu et al. JOURNAL OF DIGITAL IMAGING
- Standard Lexicons, Coding Systems and Ontologies for Interoperability and Semantic Computation in Imaging
- (2018) Kenneth C. Wang JOURNAL OF DIGITAL IMAGING
- Current Applications and Future Impact of Machine Learning in Radiology
- (2018) Garry Choy et al. RADIOLOGY
- A comparison of word embeddings for the biomedical natural language processing
- (2018) Yanshan Wang et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Natural language processing systems for capturing and standardizing unstructured clinical information: A systematic review
- (2017) Kory Kreimeyer et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Automated Radiology Report Summarization Using an Open-Source Natural Language Processing Pipeline
- (2017) Daniel J. Goff et al. JOURNAL OF DIGITAL IMAGING
- Integrating Natural Language Processing and Machine Learning Algorithms to Categorize Oncologic Response in Radiology Reports
- (2017) Po-Hao Chen et al. JOURNAL OF DIGITAL IMAGING
- Common Data Elements in Radiology
- (2017) Daniel L. Rubin et al. RADIOLOGY
- Using automatically extracted information from mammography reports for decision-support
- (2016) Selen Bozkurt et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Natural Language Processing in Radiology: A Systematic Review
- (2016) Ewoud Pons et al. RADIOLOGY
- NLP based congestive heart failure case finding: A prospective analysis on statewide electronic medical records
- (2015) Yue Wang et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
- Automated misspelling detection and correction in clinical free-text records
- (2015) Kenneth H. Lai et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Using natural language processing to extract mammographic findings
- (2015) Hongyuan Gao et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Natural language processing of radiology reports for the detection of thromboembolic diseases and clinically relevant incidental findings
- (2014) Anne-Dominique Pham et al. BMC BIOINFORMATICS
- Automatic abstraction of imaging observations with their characteristics from mammography reports
- (2014) S. Bozkurt et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- A text processing pipeline to extract recommendations from radiology reports
- (2013) Meliha Yetisgen-Yildiz et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Natural Language Processing to identify pneumonia from radiology reports
- (2013) Sascha Dublin et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Getting More Out of Biomedical Documents with GATE's Full Lifecycle Open Source Text Analytics
- (2013) Hamish Cunningham et al. PLoS Computational Biology
- Machine learning and radiology
- (2012) Shijun Wang et al. MEDICAL IMAGE ANALYSIS
- Communication of Findings of Radiologic Examinations: Medicolegal Considerations
- (2012) Fabio Pinto et al. SEMINARS IN ULTRASOUND CT AND MRI
- Improving Communication of Diagnostic Radiology Findings through Structured Reporting
- (2011) Lawrence H. Schwartz et al. RADIOLOGY
- Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications
- (2010) Guergana K Savova et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- What can natural language processing do for clinical decision support?
- (2009) Dina Demner-Fushman et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Prediction of Chronic Obstructive Pulmonary Disease (COPD) in Asthma Patients Using Electronic Medical Records
- (2009) B. E. Himes et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Extraction of Recommendation Features in Radiology with Natural Language Processing: Exploratory Study
- (2008) Pragya A. Dang et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Natural Language Processing Using Online Analytic Processing for Assessing Recommendations in Radiology Reports
- (2008) Pragya A. Dang et al. Journal of the American College of Radiology
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started