Natural Language Processing

Age-Related Differences in Experiences With Social Distancing at the Onset of the COVID-19 Pandemic: A Computational and Content Analytic Investigation of Natural Language From a Social Media Survey

Ryan C Moore, Angela Y Lee, Jeffrey T Hancock, Meghan C Halley, Eleni Linos

JMIR Hum Factors 2021 (Jun 09); 8(2):e26043

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Authors’ Reply to: Minimizing Selection and Classification Biases Comment on “Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing”

Jose Luis Izquierdo, Joan B Soriano

J Med Internet Res 2021 (May 26); 23(5):e29405

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Minimizing Selection and Classification Biases. Comment on “Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing”

Francisco Martos Pérez, Ricardo Gomez Huelgas, María Dolores Martín Escalante, José Manuel Casas Rojo

J Med Internet Res 2021 (May 26); 23(5):e27142

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Predicting Semantic Similarity Between Clinical Sentence Pairs Using Transformer Models: Evaluation and Representational Analysis

Mark Ormerod, Jesús Martínez del Rincón, Barry Devereux

JMIR Med Inform 2021 (May 26); 9(5):e23099

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Neural Machine Translation–Based Automated Current Procedural Terminology Classification System Using Procedure Text: Development and Validation Study

Hyeon Joo, Michael Burns, Sai Saradha Kalidaikurichi Lakshmanan, Yaokun Hu, V G Vinod Vydiswaran

JMIR Form Res 2021 (May 26); 5(5):e22461

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Effective Training Data Extraction Method to Improve Influenza Outbreak Prediction from Online News Articles: Deep Learning Model Study

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

JMIR Med Inform 2021 (May 25); 9(5):e23305

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Tweet Topics and Sentiments Relating to COVID-19 Vaccination Among Australian Twitter Users: Machine Learning Analysis

Stephen Wai Hang Kwok, Sai Kumar Vadde, Guanjin Wang

J Med Internet Res 2021 (May 19); 23(5):e26953

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An Attention Model With Transfer Embeddings to Classify Pneumonia-Related Bilingual Imaging Reports: Algorithm Development and Validation

Hyung Park, Min Song, Eun Byul Lee, Bo Kyung Seo, Chang Min Choi

JMIR Med Inform 2021 (May 17); 9(5):e24803

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Determination of Patient Sentiment and Emotion in Ophthalmology: Infoveillance Tutorial on Web-Based Health Forum Discussions

Anne Xuan-Lan Nguyen, Xuan-Vi Trinh, Sophia Y Wang, Albert Y Wu

J Med Internet Res 2021 (May 17); 23(5):e20803

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Learning From Clinical Consensus Diagnosis in India to Facilitate Automatic Classification of Dementia: Machine Learning Study

Haomiao Jin, Sandy Chien, Erik Meijer, Pranali Khobragade, Jinkook Lee

JMIR Ment Health 2021 (May 10); 8(5):e27113

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Combining External Medical Knowledge for Improving Obstetric Intelligent Diagnosis: Model Development and Validation

Kunli Zhang, Linkun Cai, Yu Song, Tao Liu, Yueshu Zhao

JMIR Med Inform 2021 (May 10); 9(5):e25304

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Medical Specialty Recommendations by an Artificial Intelligence Chatbot on a Smartphone: Development and Deployment

Hyeonhoon Lee, Jaehyun Kang, Jonghyeon Yeo

J Med Internet Res 2021 (May 06); 23(5):e27460

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Using a Secure, Continually Updating, Web Source Processing Pipeline to Support the Real-Time Data Synthesis and Analysis of Scientific Literature: Development and Validation Study

Uddhav Vaghela, Simon Rabinowicz, Paris Bratsos, Guy Martin, Epameinondas Fritzilas, Sheraz Markar, Sanjay Purkayastha, Karl Stringer, Harshdeep Singh, Charlie Llewellyn, Debabrata Dutta, Jonathan M Clarke, Matthew Howard, PanSurg REDASA Curators, Ovidiu Serban, James Kinross

J Med Internet Res 2021 (May 06); 23(5):e25714

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Extracting Drug Names and Associated Attributes From Discharge Summaries: Text Mining Study

Ghada Alfattni, Maksim Belousov, Niels Peek, Goran Nenadic

JMIR Med Inform 2021 (May 05); 9(5):e24678

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Machine Learning and Natural Language Processing in Mental Health: Systematic Review

Aziliz Le Glaz, Yannis Haralambous, Deok-Hee Kim-Dufor, Philippe Lenca, Romain Billot, Taylor C Ryan, Jonathan Marsh, Jordan DeVylder, Michel Walter, Sofian Berrouiguet, Christophe Lemey

J Med Internet Res 2021 (May 04); 23(5):e15708

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Automating Stroke Data Extraction From Free-Text Radiology Reports Using Natural Language Processing: Instrument Validation Study

Amy Y X Yu, Zhongyu A Liu, Chloe Pou-Prom, Kaitlyn Lopes, Moira K Kapral, Richard I Aviv, Muhammad Mamdani

JMIR Med Inform 2021 (May 04); 9(5):e24381

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Developing an Automatic System for Classifying Chatter About Health Services on Twitter: Case Study for Medicaid

Yuan-Chi Yang, Mohammed Ali Al-Garadi, Whitney Bremer, Jane M Zhu, David Grande, Abeed Sarker

J Med Internet Res 2021 (May 03); 23(5):e26616

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Emotions of COVID-19: Content Analysis of Self-Reported Information Using Artificial Intelligence

Achini Adikari, Rashmika Nawaratne, Daswin De Silva, Sajani Ranasinghe, Oshadi Alahakoon, Damminda Alahakoon

J Med Internet Res 2021 (Apr 30); 23(4):e27341

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Extracting Family History Information From Electronic Health Records: Natural Language Processing Analysis

Maciej Rybinski, Xiang Dai, Sonit Singh, Sarvnaz Karimi, Anthony Nguyen

JMIR Med Inform 2021 (Apr 30); 9(4):e24020

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Texas Public Agencies’ Tweets and Public Engagement During the COVID-19 Pandemic: Natural Language Processing Approach

Lu Tang, Wenlin Liu, Benjamin Thomas, Hong Thoai Nga Tran, Wenxue Zou, Xueying Zhang, Degui Zhi

JMIR Public Health Surveill 2021 (Apr 26); 7(4):e26720

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