Electronic Health Records

Authors’ Reply to: To Screen or Not to Screen? At Which BMI Cut Point? Comment on “Obesity and BMI Cut Points for Associated Comorbidities: Electronic Health Record Study”

Luke Funk, Natalie Liu

J Med Internet Res 2022 (Jun 29); 24(6):e39717

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To Screen or Not to Screen? At Which BMI Cut Point? Comment on “Obesity and BMI Cut Points for Associated Comorbidities: Electronic Health Record Study”

Chrissa Sioka

J Med Internet Res 2022 (Jun 29); 24(6):e37267

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Automatic International Classification of Diseases Coding System: Deep Contextualized Language Model With Rule-Based Approaches

Pei-Fu Chen, Kuan-Chih Chen, Wei-Chih Liao, Feipei Lai, Tai-Liang He, Sheng-Che Lin, Wei-Jen Chen, Chi-Yu Yang, Yu-Cheng Lin, I-Chang Tsai, Chi-Hao Chiu, Shu-Chih Chang, Fang-Ming Hung

JMIR Med Inform 2022 (Jun 29); 10(6):e37557

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Identifying Contextual Factors and Strategies for Practice Facilitation in Primary Care Quality Improvement Using an Informatics-Driven Model: Framework Development and Mixed Methods Case Study

Jiancheng Ye, Donna Woods, Jennifer Bannon, Lucy Bilaver, Gayle Kricke, Megan McHugh, Abel Kho, Theresa Walunas

JMIR Hum Factors 2022 (Jun 24); 9(2):e32174

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Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study

Wendong Ge, Haitham Alabsi, Aayushee Jain, Elissa Ye, Haoqi Sun, Marta Fernandes, Colin Magdamo, Ryan A Tesh, Sarah I Collens, Amy Newhouse, Lidia MVR Moura, Sahar Zafar, John Hsu, Oluwaseun Akeju, Gregory K Robbins, Shibani S Mukerji, Sudeshna Das, M Brandon Westover

JMIR Form Res 2022 (Jun 24); 6(6):e33834

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Usability of the Swedish Accessible Electronic Health Record: Qualitative Survey Study

Maria Hägglund, Isabella Scandurra

JMIR Hum Factors 2022 (Jun 23); 9(2):e37192

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Improving Pain Assessment Using Vital Signs and Pain Medication for Patients With Sickle Cell Disease: Retrospective Study

Swati Padhee, Gary K Nave Jr, Tanvi Banerjee, Daniel M Abrams, Nirmish Shah

JMIR Form Res 2022 (Jun 23); 6(6):e36998

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A Clinical Decision Support System for Assessing the Risk of Cervical Cancer: Development and Evaluation Study

Nasrin Chekin, Haleh Ayatollahi, Mojgan Karimi Zarchi

JMIR Med Inform 2022 (Jun 22); 10(6):e34753

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Finding Primary Care—Repurposing Physician Registration Data to Generate a Regionally Accurate List of Primary Care Clinics: Development and Validation of an Open-Source Algorithm

Ian R Cooper, Cameron Lindsay, Keaton Fraser, Tiffany T Hill, Andrew Siu, Sarah Fletcher, Jan Klimas, Michee-Ana Hamilton, Amanda D Frazer, Elka Humphrys, Kira Koepke, Lindsay Hedden, Morgan Price, Rita K McCracken

JMIR Form Res 2022 (Jun 22); 6(6):e34141

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Associations Between Implementation of the Caregiver Advise Record Enable (CARE) Act and Health Service Utilization for Older Adults with Diabetes: Retrospective Observational Study

Yaguang Zheng, Bonnie Anton, Juleen Rodakowski, Stefanie C Altieri Dunn, Beth Fields, Jacob C Hodges, Heidi Donovan, Connie Feiler, Grant Martsolf, Andrew Bilderback, Susan C Martin, Dan Li, Alton Everette James

JMIR Aging 2022 (Jun 21); 5(2):e32790

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Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record–Based Machine Learning: Development and Validation

Hao Yang, Jiaxi Li, Siru Liu, Xiaoling Yang, Jialin Liu

JMIR Med Inform 2022 (Jun 16); 10(6):e36958

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Identifying the Risk of Sepsis in Patients With Cancer Using Digital Health Care Records: Machine Learning–Based Approach

Donghun Yang, Jimin Kim, Junsang Yoo, Won Chul Cha, Hyojung Paik

JMIR Med Inform 2022 (Jun 15); 10(6):e37689

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Multitask Learning With Recurrent Neural Networks for Acute Respiratory Distress Syndrome Prediction Using Only Electronic Health Record Data: Model Development and Validation Study

Carson Lam, Rahul Thapa, Jenish Maharjan, Keyvan Rahmani, Chak Foon Tso, Navan Preet Singh, Satish Casie Chetty, Qingqing Mao

JMIR Med Inform 2022 (Jun 15); 10(6):e36202

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Associations Between Family Member Involvement and Outcomes of Patients Admitted to the Intensive Care Unit: Retrospective Cohort Study

Tamryn F Gray, Anne Kwok, Khuyen M Do, Sandra Zeng, Edward T Moseley, Yasser M Dbeis, Renato Umeton, James A Tulsky, Areej El-Jawahri, Charlotta Lindvall

JMIR Med Inform 2022 (Jun 15); 10(6):e33921

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Use of and Experiences With Online Access to Electronic Health Records for Parents, Children, and Adolescents: Protocol for a Scoping Review

Josefin Hagström, Charlotte Blease, Barbara Haage, Isabella Scandurra, Scharlett Hansson, Maria Hägglund

JMIR Res Protoc 2022 (Jun 15); 11(6):e36158

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The Prediction of Preterm Birth Using Time-Series Technology-Based Machine Learning: Retrospective Cohort Study

Yichao Zhang, Sha Lu, Yina Wu, Wensheng Hu, Zhenming Yuan

JMIR Med Inform 2022 (Jun 13); 10(6):e33835

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COVID-19 Surveillance in the Biobank at the Colorado Center for Personalized Medicine: Observational Study

Randi K Johnson, Katie M Marker, David Mayer, Jonathan Shortt, David Kao, Kathleen C Barnes, Jan T Lowery, Christopher R Gignoux

JMIR Public Health Surveill 2022 (Jun 13); 8(6):e37327

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Prevalence of Sensitive Terms in Clinical Notes Using Natural Language Processing Techniques: Observational Study

Jennifer Lee, Samuel Yang, Cynthia Holland-Hall, Emre Sezgin, Manjot Gill, Simon Linwood, Yungui Huang, Jeffrey Hoffman

JMIR Med Inform 2022 (Jun 10); 10(6):e38482

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Error and Timeliness Analysis for Using Machine Learning to Predict Asthma Hospital Visits: Retrospective Cohort Study

Xiaoyi Zhang, Gang Luo

JMIR Med Inform 2022 (Jun 08); 10(6):e38220

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Medication-Wide Association Study Using Electronic Health Record Data of Prescription Medication Exposure and Multifetal Pregnancies: Retrospective Study

Lena Davidson, Silvia P Canelón, Mary Regina Boland

JMIR Med Inform 2022 (Jun 07); 10(6):e32229

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