Language Processing, Classifiers, and Syndrome Definitions

Synthetic Data-Driven Approaches for Chinese Medical Abstract Sentence Classification: Computational Study

Jiajia Li, Zikai Wang, Longxuan Yu, Hui Liu, Haitao Song

JMIR Form Res 2025 (Mar 19); 9:e54803

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Ascle—A Python Natural Language Processing Toolkit for Medical Text Generation: Development and Evaluation Study

Rui Yang, Qingcheng Zeng, Keen You, Yujie Qiao, Lucas Huang, Chia-Chun Hsieh, Benjamin Rosand, Jeremy Goldwasser, Amisha Dave, Tiarnan Keenan, Yuhe Ke, Chuan Hong, Nan Liu, Emily Chew, Dragomir Radev, Zhiyong Lu, Hua Xu, Qingyu Chen, Irene Li

J Med Internet Res 2024 (Oct 03); 26:e60601

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Characterization of Post–COVID-19 Definitions and Clinical Coding Practices: Longitudinal Study

Monika Maripuri, Andrew Dey, Jacqueline Honerlaw, Chuan Hong, Yuk-Lam Ho, Vidisha Tanukonda, Alicia W Chen, Vidul Ayakulangara Panickan, Xuan Wang, Harrison G Zhang, Doris Yang, Malarkodi Jebathilagam Samayamuthu, Michele Morris, Shyam Visweswaran, Brendin Beaulieu-Jones, Rachel Ramoni, Sumitra Muralidhar, J Michael Gaziano, Katherine Liao, Zongqi Xia, Gabriel A Brat, Tianxi Cai, Kelly Cho

Online J Public Health Inform 2024 (May 03); 16:e53445

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Towards Unified Data Exchange Formats for Reporting Molecular Drug Susceptibility Testing

Wilfred Bonney, Sandy F. Price, Swapna Abhyankar, Riki Merrick, Varsha Hampole, Tanya A. Halse, Charles DiDonato, Tracy Dalton, Beverly Metchock, Angela M. Starks, Roque Miramontes

Online J Public Health Inform 2020 (Dec 08); 12(2):e62611

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Use of N-grams and Term Relationship Graphs in the Syndrome Definition Development Process

Nimi Idaikkadar, Nelson Adekoya, Aaron Kite-Powell, Achintya N Dey

Online J Public Health Inform 2019 (May 30); 11(1):e62399

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Monitoring Heat-Related Illness through Syndromic Surveillance in Los Angeles County

Jimmy Duong, Michael Lim, Emily Kajita, Bessie Hwang

Online J Public Health Inform 2019 (May 30); 11(1):e62476

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Syndrome definitions for drug overdose: How far down the rabbit hole do we go?

Alana Vivolo-Kantor, Brooke Hoots

Online J Public Health Inform 2019 (May 30); 11(1):e62438

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Comparing Cerebral Palsy Surveillance Definition to ICD Codes and Written Diagnoses

Sarabeth Mathis, Matthew Maenner, Lucinda English, Fatima Abdirizak, Kin Van Naarden Braun, Deborah Christensen, Nicole Dowling, Maureen Durkin, Robert Fitzgerald, Russell Kirby, Laura Schieve, Marshalyn Yearginn-Allsopp

Online J Public Health Inform 2019 (May 30); 11(1):e62408

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Evaluation of Pedestrian/Bicycle Crash Injury Case Definitions for Use with NC DETECT

Katherine Harmon, Amy Ising, Laura Sandt, Anna E. Waller

Online J Public Health Inform 2019 (May 30); 11(1):e62555

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Evaluation of ESSENCE Syndromic Definitions for ED Visits Related to Falls in Icy Weather

Jessica Hensley, Sandra Gonzalez, Derry Stover, Thomas Safranek, Ming Qu

Online J Public Health Inform 2019 (May 30); 11(1):e62554

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Customizing ESSENCE Queries for Select Mental Health Sub-indicators

Achintya N. Dey, Michael Coletta, Hong Zhou, Nelson Adekoya, Deborah Gould

Online J Public Health Inform 2019 (May 30); 11(1):e62453

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Validation of a surveillance-based definition for hepatitis B treatment eligibility.

Kevin Guerra, Regan Deming, Angelica Boucour, Ann Winters

Online J Public Health Inform 2019 (May 30); 11(1):e62540

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Accuracy of ICD Codes for Identification: Review of Chlamydia, Gonorrhea and Syphilis

Yenling A. Ho, Saurabh Rahurkar, Janet Arno, Brian E. Dixon

Online J Public Health Inform 2019 (May 30); 11(1):e62370

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Developing and Validating a Fireworks-Related Syndrome Definition in Kansas

Zachary M Stein

Online J Public Health Inform 2018 (May 22); 10(1):e62154

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Assessment of a Surveillance Case Definition for Heroin Overdose in Emergency Medical Services Data

Michael D. Singleton, Peter J. Rock

Online J Public Health Inform 2018 (May 22); 10(1):e62150

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A proposed SyS Case Definition for Opioid Overdose Related ED visits- an evaluation in three regions

Yushiuan Chen, Sandra Gonzalez, Harold Gil, Michele Askenazi, Felicia Quintana-Zinn, Arthur Davidson, Christine Billings, Ming Qu

Online J Public Health Inform 2018 (May 22); 10(1):e62202

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Electronic case reporting of STIs: Are non-existent codes the reason for missing information?

Crystal Snare, Rita Altamore, Julie Simon, Kim Peifer, Mark Stark, Bryant Karras

Online J Public Health Inform 2018 (May 22); 10(1):e62156

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Assessing Definitions of Heroin Overdose in ED & EMS Data Using Hospital Billing Data

Peter J Rock, m D Singleton

Online J Public Health Inform 2018 (May 22); 10(1):e62211

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Use of Diagnosis Code in Mental Health Syndrome Definition

Achintya N Dey, Deborah Gould, Nelson Adekoya, Peter Hicks, Girum S Ejigu, Roseanne English, Jenny Couse, Hong Zhou

Online J Public Health Inform 2018 (May 22); 10(1):e62312

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Exploring the Value of Learned Representations for Automated Syndromic Definitions

Scott Lee, Drew Levin, Jason Thomas, Patrick Finley, Charles Heilig

Online J Public Health Inform 2018 (May 22); 10(1):e62131

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