Cargando…

Automated Classification of Online Sources for Infectious Disease Occurrences Using Machine-Learning-Based Natural Language Processing Approaches

Collecting valid information from electronic sources to detect the potential outbreak of infectious disease is time-consuming and labor-intensive. The automated identification of relevant information using machine learning is necessary to respond to a potential disease outbreak. A total of 2864 docu...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kim, Mira, Chae, Kyunghee, Lee, Seungwoo, Jang, Hong-Jun, Kim, Sukil
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7766498/ https://www.ncbi.nlm.nih.gov/pubmed/33348764 http://dx.doi.org/10.3390/ijerph17249467

Ejemplares similares

Increased Risk of Glaucoma in Patients with Rosacea: A Nationwide Population-Based Cohort Study
por: Chae, Kyunghee, et al.
Publicado: (2023)

Assessing the performance of a method for case-mix adjustment in the Korean Diagnosis-Related Groups (KDRG) system and its policy implications
por: Kim, Sujeong, et al.
Publicado: (2021)

Factors influencing caregiver burden by dementia severity based on an online database from Seoul dementia management project in Korea
por: Kim, Boyoung, et al.
Publicado: (2021)

Automated vetting of radiology referrals: exploring natural language processing and traditional machine learning approaches
por: Potočnik, Jaka, et al.
Publicado: (2022)

Ophthalmology Operation Note Encoding with Open-Source Machine Learning and Natural Language Processing
por: Lee, Yong Min, et al.
Publicado: (2023)

Natural language processing for electronic design automation
por: Soeken, Mathias, et al.
Publicado: (2020)

Analysis of Pediatric Surgery Using the National Healthcare Insurance Service Database in Korea: How Many Pediatric Surgeons Do We Need in Korea?
por: Oh, Chaeyoun, et al.
Publicado: (2021)

Natural language annotation for machine learning
por: Pustejovsky, J, et al.
Publicado: (2012)

Social Reminiscence in Older Adults’ Everyday Conversations: Automated Detection Using Natural Language Processing and Machine Learning
por: Ferrario, Andrea, et al.
Publicado: (2020)

Automated prioritization of sick newborns for whole genome sequencing using clinical natural language processing and machine learning
por: Peterson, Bennet, et al.
Publicado: (2023)

Risk Factors for the Occurrence and Severity of Vertebral Fractures in Inflammatory Bowel Disease Patients: A Nationwide Population-Based Cohort Study
por: Choi, Arum, et al.
Publicado: (2023)

Requests classification in the customer service area for software companies using machine learning and natural language processing
por: Arias-Barahona, María Ximena, et al.
Publicado: (2023)

Five sources of bias in natural language processing
por: Hovy, Dirk, et al.
Publicado: (2021)

sourceR: Classification and source attribution of infectious agents among heterogeneous populations
por: Miller, Poppy, et al.
Publicado: (2017)

When Different Language Groups Meet Online: Covert and Overt Focus on Form in Text-Based Chats
por: Feng, Ruiling, et al.
Publicado: (2021)

Automating curation using a natural language processing pipeline
por: Alex, Beatrice, et al.
Publicado: (2008)

Automation of a problem list using natural language processing
por: Meystre, Stephane, et al.
Publicado: (2005)

Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach
por: Weng, Wei-Hung, et al.
Publicado: (2017)

Automated classification of lay health articles using natural language processing: a case study on pregnancy health and postpartum depression
por: Patra, Braja Gopal, et al.
Publicado: (2023)

Aliro: an automated machine learning tool leveraging large language models
por: Choi, Hyunjun, et al.
Publicado: (2023)

Extraction of Temporal Networks from Term Co-Occurrences in Online Textual Sources
por: Popović, Marko, et al.
Publicado: (2014)

Machine Learning for Brain Images Classification of Two Language Speakers
por: Barranco-Gutiérrez, Alejandro-Israel
Publicado: (2020)

Analysis of mortality prognostic factors using model for end-stage liver disease with incorporation of serum-sodium classification for liver cirrhosis complications: A retrospective cohort study
por: Kim, Yuna, et al.
Publicado: (2019)

Using Machine Learning and Natural Language Processing Algorithms to Automate the Evaluation of Clinical Decision Support in Electronic Medical Record Systems
por: Szlosek, Donald A, et al.
Publicado: (2016)

Machine Learning and Natural Language Processing in Mental Health: Systematic Review
por: Le Glaz, Aziliz, et al.
Publicado: (2021)

Automated interpretation of stress echocardiography reports using natural language processing
por: Zheng, Chengyi, et al.
Publicado: (2022)

Applied natural language processing with Python: implementing machine learning and deep learning algorithms for natural language processing
por: Beysolow, Taweh
Publicado: (2018)

AmericasNLI: Machine translation and natural language inference systems for Indigenous languages of the Americas
por: Kann, Katharina, et al.
Publicado: (2022)

Technology opportunity discovery by structuring user needs based on natural language processing and machine learning
por: Roh, Taeyeoun, et al.
Publicado: (2019)

Effects of Multicomponent Exercise on Cognitive Function in Elderly Korean Individuals
por: Kim, Yeon-Jung, et al.
Publicado: (2020)

Public Reporting on the Quality of Care in Patients with Acute Myocardial Infarction: The Korean Experience
por: Chae, Kyunghee, et al.
Publicado: (2022)

Temporal bone radiology report classification using open source machine learning and natural langue processing libraries
por: Masino, Aaron J., et al.
Publicado: (2016)

Natural language processing and machine learning to enable automatic extraction and classification of patients’ smoking status from electronic medical records
por: Caccamisi, Andrea, et al.
Publicado: (2020)

An automated mammogram classification system using modified support vector machine
por: Kayode, Aderonke Anthonia, et al.
Publicado: (2019)

Automated Classification of 6-n-Propylthiouracil Taster Status with Machine Learning
por: Naciri, Lala Chaimae, et al.
Publicado: (2022)

INDRA-IPM: interactive pathway modeling using natural language with automated assembly
por: Todorov, Petar V, et al.
Publicado: (2019)

Automated knowledge extraction from polymer literature using natural language processing
por: Shetty, Pranav, et al.
Publicado: (2020)

Natural language processing models that automate programming will transform chemistry research and teaching
por: Hocky, Glen M., et al.
Publicado: (2022)

Automated Error Labeling in Radiation Oncology via Statistical Natural Language Processing
por: Ganguly, Indrila, et al.
Publicado: (2023)

Forecasting the Suitability of Online Mental Health Information for Effective Self-Care Developing Machine Learning Classifiers Using Natural Language Features
por: Ji, Meng, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_irhiq21iql4m3dr7d7im1qil40