Natural Language Processing

Momentary Depressive Feeling Detection Using X (Formerly Twitter) Data: Contextual Language Approach

Ali Akbar Jamali, Corinne Berger, Raymond J Spiteri

JMIR AI 2023 (Nov 27); 2:e49531

Download Citation: END BibTex RIS

Comparing Natural Language Processing and Structured Medical Data to Develop a Computable Phenotype for Patients Hospitalized Due to COVID-19: Retrospective Analysis

Feier Chang, Jay Krishnan, Jillian H Hurst, Michael E Yarrington, Deverick J Anderson, Emily C O'Brien, Benjamin A Goldstein

JMIR Med Inform 2023 (Aug 22); 11:e46267

Download Citation: END BibTex RIS

Social Determinants of Health Documentation in Structured and Unstructured Clinical Data of Patients With Diabetes: Comparative Analysis

Shivani Mehta, Courtney R Lyles, Anna D Rubinsky, Kathryn E Kemper, Judith Auerbach, Urmimala Sarkar, Laura Gottlieb, William Brown III

JMIR Med Inform 2023 (Aug 22); 11:e46159

Download Citation: END BibTex RIS

Identifying Targets for Innovation in Amazon Reviews of Bedwetting Alarms: Thematic Analysis

Astha Sahoo, Savannah Leah Starr, Vadim Osadchiy, Sophia Desai, Neha Iyer, Marie Luff, Grace E Sollender, Renea Sturm

Interact J Med Res 2023 (Jul 06); 12:e43194

Download Citation: END BibTex RIS

Exploring Language Used in Posts on r/birthcontrol: Case Study Using Data From Reddit Posts and Natural Language Processing to Advance Contraception Research

Elizabeth Pleasants, Julia Holmes Ryan, Cheng Ren, Ndola Prata, Anu Manchikanti Gomez, Cassondra Marshall

J Med Internet Res 2023 (Jun 30); 25:e46342

Download Citation: END BibTex RIS

Development of a Corpus Annotated With Mentions of Pain in Mental Health Records: Natural Language Processing Approach

Jaya Chaturvedi, Natalia Chance, Luwaiza Mirza, Veshalee Vernugopan, Sumithra Velupillai, Robert Stewart, Angus Roberts

JMIR Form Res 2023 (Jun 26); 7:e45849

Download Citation: END BibTex RIS

Extractive Clinical Question-Answering With Multianswer and Multifocus Questions: Data Set Development and Evaluation Study

Sungrim Moon, Huan He, Heling Jia, Hongfang Liu, Jungwei Wilfred Fan

JMIR AI 2023 (Jun 20); 2:e41818

Download Citation: END BibTex RIS

Models of Gender Dysphoria Using Social Media Data for Use in Technology-Delivered Interventions: Machine Learning and Natural Language Processing Validation Study

Cory J Cascalheira, Ryan E Flinn, Yuxuan Zhao, Dannie Klooster, Danica Laprade, Shah Muhammad Hamdi, Jillian R Scheer, Alejandra Gonzalez, Emily M Lund, Ivan N Gomez, Koustuv Saha, Munmun De Choudhury

JMIR Form Res 2023 (Jun 16); 7:e47256

Download Citation: END BibTex RIS

Automated Identification of Aspirin-Exacerbated Respiratory Disease Using Natural Language Processing and Machine Learning: Algorithm Development and Evaluation Study

Thanai Pongdee, Nicholas B Larson, Rohit Divekar, Suzette J Bielinski, Hongfang Liu, Sungrim Moon

JMIR AI 2023 (Jun 12); 2:e44191

Download Citation: END BibTex RIS

Natural Language Processing for Clinical Laboratory Data Repository Systems: Implementation and Evaluation for Respiratory Viruses

Elham Dolatabadi, Branson Chen, Sarah A Buchan, Alex Marchand Austin, Mahmoud Azimaee, Allison McGeer, Samira Mubareka, Jeffrey C Kwong

JMIR AI 2023 (Jun 06); 2:e44835

Download Citation: END BibTex RIS

Extraction of Radiological Characteristics From Free-Text Imaging Reports Using Natural Language Processing Among Patients With Ischemic and Hemorrhagic Stroke: Algorithm Development and Validation

Enshuo Hsu, Abdulaziz T Bako, Thomas Potter, Alan P Pan, Gavin W Britz, Jonika Tannous, Farhaan S Vahidy

JMIR AI 2023 (Jun 06); 2:e42884

Download Citation: END BibTex RIS

Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study

David Oniani, Premkumar Chandrasekar, Sonish Sivarajkumar, Yanshan Wang

JMIR AI 2023 (May 04); 2:e44293

Download Citation: END BibTex RIS

Developing an Inpatient Electronic Medical Record Phenotype for Hospital-Acquired Pressure Injuries: Case Study Using Natural Language Processing Models

Elvira Nurmambetova, Jie Pan, Zilong Zhang, Guosong Wu, Seungwon Lee, Danielle A Southern, Elliot A Martin, Chester Ho, Yuan Xu, Cathy A Eastwood

JMIR AI 2023 (Mar 08); 2:e41264

Download Citation: END BibTex RIS

Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study

Gabrielle Chenais, Cédric Gil-Jardiné, Hélène Touchais, Marta Avalos Fernandez, Benjamin Contrand, Eric Tellier, Xavier Combes, Loick Bourdois, Philippe Revel, Emmanuel Lagarde

JMIR AI 2023 (Jan 12); 2:e40843

Download Citation: END BibTex RIS