Clinical Information and Decision Making

Computerization of the Work of General Practitioners: Mixed Methods Survey of Final-Year Medical Students in Ireland

Charlotte Blease, Anna Kharko, Michael Bernstein, Colin Bradley, Muiris Houston, Ian Walsh, Kenneth D Mandl

JMIR Med Educ 2023;9:e42639

Download Citation: END BibTex RIS

Calibrating a Transformer-Based Model’s Confidence on Community-Engaged Research Studies: Decision Support Evaluation Study

Brian Ferrell, Sarah E Raskin, Emily B Zimmerman

JMIR Form Res 2023;7:e41516

Download Citation: END BibTex RIS

Deep Learning to Detect Pancreatic Cystic Lesions on Abdominal Computed Tomography Scans: Development and Validation Study

Maria Montserrat Duh, Neus Torra-Ferrer, Meritxell Riera-Marín, Dídac Cumelles, Júlia Rodríguez-Comas, Javier García López, Mª Teresa Fernández Planas

JMIR AI 2023;2:e40702

Download Citation: END BibTex RIS

Electronic Health Record–Based Absolute Risk Prediction Model for Esophageal Cancer in the Chinese Population: Model Development and External Validation

Yuting Han, Xia Zhu, Yizhen Hu, Canqing Yu, Yu Guo, Dong Hang, Yuanjie Pang, Pei Pei, Hongxia Ma, Dianjianyi Sun, Ling Yang, Yiping Chen, Huaidong Du, Min Yu, Junshi Chen, Zhengming Chen, Dezheng Huo, Guangfu Jin, Jun Lv, Zhibin Hu, Hongbing Shen, Liming Li

JMIR Public Health Surveill 2023;9:e43725

Download Citation: END BibTex RIS

The Effect of Clinical Decision Prompts in Improving Human Papillomavirus Vaccination Rates in a Multispecialty Practice in a Predominantly Hispanic Population: Quasi-Experimental Study

Jennifer Molokwu, Melissa Mendez, Christina Bracamontes

JMIR Cancer 2023;9:e42890

Download Citation: END BibTex RIS

Development and Assessment of Assisted Diagnosis Models Using Machine Learning for Identifying Elderly Patients With Malnutrition: Cohort Study

Xue Wang, Fengchun Yang, Mingwei Zhu, Hongyuan Cui, Junmin Wei, Jiao Li, Wei Chen

J Med Internet Res 2023;25:e42435

Download Citation: END BibTex RIS

Supervised Relation Extraction Between Suicide-Related Entities and Drugs: Development and Usability Study of an Annotated PubMed Corpus

Karina Karapetian, Soo Min Jeon, Jin-Won Kwon, Young-Kyoon Suh

J Med Internet Res 2023;25:e41100

Download Citation: END BibTex RIS

An Ontology-Based Approach for Consolidating Patient Data Standardized With European Norm/International Organization for Standardization 13606 (EN/ISO 13606) Into Joint Observational Medical Outcomes Partnership (OMOP) Repositories: Description of a Methodology

Santiago Frid, Xavier Pastor Duran, Guillem Bracons Cucó, Miguel Pedrera-Jiménez, Pablo Serrano-Balazote, Adolfo Muñoz Carrero, Raimundo Lozano-Rubí

JMIR Med Inform 2023;11:e44547

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;2:e41264

Download Citation: END BibTex RIS

Monitoring the Implementation of Tobacco Cessation Support Tools: Using Novel Electronic Health Record Activity Metrics

Jinying Chen, Sarah L Cutrona, Ajay Dharod, Stephanie C Bunch, Kristie L Foley, Brian Ostasiewski, Erica R Hale, Aaron Bridges, Adam Moses, Eric C Donny, Erin L Sutfin, Thomas K Houston, iDAPT Implementation Science Center for Cancer Control

JMIR Med Inform 2023;11:e43097

Download Citation: END BibTex RIS

Preparing for an Artificial Intelligence–Enabled Future: Patient Perspectives on Engagement and Health Care Professional Training for Adopting Artificial Intelligence Technologies in Health Care Settings

Tharshini Jeyakumar, Sarah Younus, Melody Zhang, Megan Clare, Rebecca Charow, Inaara Karsan, Azra Dhalla, Dalia Al-Mouaswas, Jillian Scandiffio, Justin Aling, Mohammad Salhia, Nadim Lalani, Scott Overholt, David Wiljer

JMIR AI 2023;2:e40973

Download Citation: END BibTex RIS

Identification of Postpartum Depression in Electronic Health Records: Validation in a Large Integrated Health Care System

Jeff Slezak, David Sacks, Vicki Chiu, Chantal Avila, Nehaa Khadka, Jiu-Chiuan Chen, Jun Wu, Darios Getahun

JMIR Med Inform 2023;11:e43005

Download Citation: END BibTex RIS

Analyzing the Predictability of an Artificial Intelligence App (Tibot) in the Diagnosis of Dermatological Conditions: A Cross-sectional Study

Shiva Shankar Marri, Arun C Inamadar, Ajit B Janagond, Warood Albadri

JMIR Dermatol 2023;6:e45529

Download Citation: END BibTex RIS

Iterative Development, Validation, and Certification of a Smartphone System to Assess Neonatal Jaundice: Development and Usability Study

Anders Aune, Gunnar Vartdal, Gabriela Jimenez Diaz, Lobke Marijn Gierman, Håkon Bergseng, Elisabeth Darj

JMIR Pediatr Parent 2023;6:e40463

Download Citation: END BibTex RIS

Classifying COVID-19 Patients From Chest X-ray Images Using Hybrid Machine Learning Techniques: Development and Evaluation

Thanakorn Phumkuea, Thakerng Wongsirichot, Kasikrit Damkliang, Asma Navasakulpong

JMIR Form Res 2023;7:e42324

Download Citation: END BibTex RIS

German Medical Named Entity Recognition Model and Data Set Creation Using Machine Translation and Word Alignment: Algorithm Development and Validation

Johann Frei, Frank Kramer

JMIR Form Res 2023;7:e39077

Download Citation: END BibTex RIS

Machine Learning for Predicting Micro- and Macrovascular Complications in Individuals With Prediabetes or Diabetes: Retrospective Cohort Study

Simon Schallmoser, Thomas Zueger, Mathias Kraus, Maytal Saar-Tsechansky, Christoph Stettler, Stefan Feuerriegel

J Med Internet Res 2023;25:e42181

Download Citation: END BibTex RIS

Application of Artificial Intelligence to the Monitoring of Medication Adherence for Tuberculosis Treatment in Africa: Algorithm Development and Validation

Juliet Nabbuye Sekandi, Weili Shi, Ronghang Zhu, Patrick Kaggwa, Ernest Mwebaze, Sheng Li

JMIR AI 2023;2:e40167

Download Citation: END BibTex RIS

Evaluation of a Secure Messaging System in the Care of Children With Medical Complexity: Mixed Methods Study

Camilla Parpia, Clara Moore, Madison Beatty, Susan Miranda, Sherri Adams, Jennifer Stinson, Arti Desai, Leah Bartlett, Erin Culbert, Eyal Cohen, Julia Orkin

JMIR Form Res 2023;7:e42881

Download Citation: END BibTex RIS

Real-Time Detection of Sleep Apnea Based on Breathing Sounds and Prediction Reinforcement Using Home Noises: Algorithm Development and Validation

Vu Linh Le, Daewoo Kim, Eunsung Cho, Hyeryung Jang, Roben Delos Reyes, Hyunggug Kim, Dongheon Lee, In-Young Yoon, Joonki Hong, Jeong-Whun Kim

J Med Internet Res 2023;25:e44818

Download Citation: END BibTex RIS