Theme issue 2019: Health Natural Language Processing
View E-collection for ‘Theme issue 2019: Health Natural Language Processing’![Multi-Level Representation Learning for Chinese Medical Entity Recognition: Model Development and Validation Multi-Level Representation Learning for Chinese Medical Entity Recognition: Model Development and Validation](https://asset.jmir.pub/assets/ba3d01e58796b4856e380a5b942b573f.png 480w,https://asset.jmir.pub/assets/ba3d01e58796b4856e380a5b942b573f.png 960w,https://asset.jmir.pub/assets/ba3d01e58796b4856e380a5b942b573f.png 1920w,https://asset.jmir.pub/assets/ba3d01e58796b4856e380a5b942b573f.png 2500w)
Zhichang Zhang, Lin Zhu, Peilin Yu
JMIR Med Inform 2020 (May 04); 8(5):e17637Download Citation: END BibTex RIS
![A Graph Convolutional Network–Based Method for Chemical-Protein Interaction Extraction: Algorithm Development A Graph Convolutional Network–Based Method for Chemical-Protein Interaction Extraction: Algorithm Development](https://asset.jmir.pub/assets/7850933cf98f54f49176af103ba9ba75.png 480w,https://asset.jmir.pub/assets/7850933cf98f54f49176af103ba9ba75.png 960w,https://asset.jmir.pub/assets/7850933cf98f54f49176af103ba9ba75.png 1920w,https://asset.jmir.pub/assets/7850933cf98f54f49176af103ba9ba75.png 2500w)
Erniu Wang, Fan Wang, Zhihao Yang, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang
JMIR Med Inform 2020 (May 19); 8(5):e17643Download Citation: END BibTex RIS
![A Method to Learn Embedding of a Probabilistic Medical Knowledge Graph: Algorithm Development A Method to Learn Embedding of a Probabilistic Medical Knowledge Graph: Algorithm Development](https://asset.jmir.pub/assets/c46fb074eef69dac85af1bb2a1068a3d.png 480w,https://asset.jmir.pub/assets/c46fb074eef69dac85af1bb2a1068a3d.png 960w,https://asset.jmir.pub/assets/c46fb074eef69dac85af1bb2a1068a3d.png 1920w,https://asset.jmir.pub/assets/c46fb074eef69dac85af1bb2a1068a3d.png 2500w)
A Method to Learn Embedding of a Probabilistic Medical Knowledge Graph: Algorithm Development
Linfeng Li, Peng Wang, Yao Wang, Shenghui Wang, Jun Yan, Jinpeng Jiang, Buzhou Tang, Chengliang Wang, Yuting Liu
JMIR Med Inform 2020 (May 21); 8(5):e17645Download Citation: END BibTex RIS
Machine Learning
View E-collection for ‘Machine Learning’![Use of Machine Learning Techniques for Case-Detection of Varicella Zoster Using Routinely Collected Textual Ambulatory Records: Pilot Observational Study Use of Machine Learning Techniques for Case-Detection of Varicella Zoster Using Routinely Collected Textual Ambulatory Records: Pilot Observational Study](https://asset.jmir.pub/assets/2ab844fda6c6fce2b5a9d3c82e509dde.png 480w,https://asset.jmir.pub/assets/2ab844fda6c6fce2b5a9d3c82e509dde.png 960w,https://asset.jmir.pub/assets/2ab844fda6c6fce2b5a9d3c82e509dde.png 1920w,https://asset.jmir.pub/assets/2ab844fda6c6fce2b5a9d3c82e509dde.png 2500w)
Corrado Lanera, Paola Berchialla, Ileana Baldi, Giulia Lorenzoni, Lara Tramontan, Antonio Scamarcia, Luigi Cantarutti, Carlo Giaquinto, Dario Gregori
JMIR Med Inform 2020 (May 05); 8(5):e14330Download Citation: END BibTex RIS
![Deep Learning–Based Prediction of Refractive Error Using Photorefraction Images Captured by a Smartphone: Model Development and Validation Study Deep Learning–Based Prediction of Refractive Error Using Photorefraction Images Captured by a Smartphone: Model Development and Validation Study](https://asset.jmir.pub/assets/9572727b3c17a763370513f7907c227d.png 480w,https://asset.jmir.pub/assets/9572727b3c17a763370513f7907c227d.png 960w,https://asset.jmir.pub/assets/9572727b3c17a763370513f7907c227d.png 1920w,https://asset.jmir.pub/assets/9572727b3c17a763370513f7907c227d.png 2500w)
Jaehyeong Chun, Youngjun Kim, Kyoung Yoon Shin, Sun Hyup Han, Sei Yeul Oh, Tae-Young Chung, Kyung-Ah Park, Dong Hui Lim
JMIR Med Inform 2020 (May 05); 8(5):e16225Download Citation: END BibTex RIS
![Deep Learning Neural Networks to Predict Serious Complications After Bariatric Surgery: Analysis of Scandinavian Obesity Surgery Registry Data Deep Learning Neural Networks to Predict Serious Complications After Bariatric Surgery: Analysis of Scandinavian Obesity Surgery Registry Data](https://asset.jmir.pub/assets/bfbe06793e33190e161990666c6e7435.png 480w,https://asset.jmir.pub/assets/bfbe06793e33190e161990666c6e7435.png 960w,https://asset.jmir.pub/assets/bfbe06793e33190e161990666c6e7435.png 1920w,https://asset.jmir.pub/assets/bfbe06793e33190e161990666c6e7435.png 2500w)
Yang Cao, Scott Montgomery, Johan Ottosson, Erik Näslund, Erik Stenberg
JMIR Med Inform 2020 (May 08); 8(5):e15992Download Citation: END BibTex RIS
![Prediction of Preeclampsia and Intrauterine Growth Restriction: Development of Machine Learning Models on a Prospective Cohort Prediction of Preeclampsia and Intrauterine Growth Restriction: Development of Machine Learning Models on a Prospective Cohort](https://asset.jmir.pub/assets/02e6b319b37a82e642e9904d777ca3d4.png 480w,https://asset.jmir.pub/assets/02e6b319b37a82e642e9904d777ca3d4.png 960w,https://asset.jmir.pub/assets/02e6b319b37a82e642e9904d777ca3d4.png 1920w,https://asset.jmir.pub/assets/02e6b319b37a82e642e9904d777ca3d4.png 2500w)
Herdiantri Sufriyana, Yu-Wei Wu, Emily Chia-Yu Su
JMIR Med Inform 2020 (May 18); 8(5):e15411Download Citation: END BibTex RIS
Imaging Informatics
View E-collection for ‘Imaging Informatics’![Evaluation of the Quadri-Planes Method in Computer-Aided Diagnosis of Breast Lesions by Ultrasonography: Prospective Single-Center Study Evaluation of the Quadri-Planes Method in Computer-Aided Diagnosis of Breast Lesions by Ultrasonography: Prospective Single-Center Study](https://asset.jmir.pub/assets/ba5f9577fb1f9433fad97c829169d151.png 480w,https://asset.jmir.pub/assets/ba5f9577fb1f9433fad97c829169d151.png 960w,https://asset.jmir.pub/assets/ba5f9577fb1f9433fad97c829169d151.png 1920w,https://asset.jmir.pub/assets/ba5f9577fb1f9433fad97c829169d151.png 2500w)
Liang Yongping, Zhang Juan, Ping Zhou, Zhao Yongfeng, Wengang Liu, Yifan Shi
JMIR Med Inform 2020 (May 05); 8(5):e18251Download Citation: END BibTex RIS
Information Seeking, Information Needs
View E-collection for ‘Information Seeking, Information Needs’![Effect of Online Health Information Seeking on Anxiety in Hospitalized Pregnant Women: Cohort Study Effect of Online Health Information Seeking on Anxiety in Hospitalized Pregnant Women: Cohort Study](https://asset.jmir.pub/assets/4e1bff71405504f66805ed4c00696227.png 480w,https://asset.jmir.pub/assets/4e1bff71405504f66805ed4c00696227.png 960w,https://asset.jmir.pub/assets/4e1bff71405504f66805ed4c00696227.png 1920w,https://asset.jmir.pub/assets/4e1bff71405504f66805ed4c00696227.png 2500w)
Effect of Online Health Information Seeking on Anxiety in Hospitalized Pregnant Women: Cohort Study
Fabiana Coglianese, Giulia Beltrame Vriz, Nicola Soriani, Gianluca Niccolò Piras, Rosanna Irene Comoretto, Laura Clemente, Jessica Fasan, Lucia Cristiano, Valentina Schiavinato, Valter Adamo, Diego Marchesoni, Dario Gregori
JMIR Med Inform 2020 (May 06); 8(5):e16793Download Citation: END BibTex RIS
Decision Support for Health Professionals
View E-collection for ‘Decision Support for Health Professionals’![An App Developed for Detecting Nurse Burnouts Using the Convolutional Neural Networks in Microsoft Excel: Population-Based Questionnaire Study An App Developed for Detecting Nurse Burnouts Using the Convolutional Neural Networks in Microsoft Excel: Population-Based Questionnaire Study](https://asset.jmir.pub/assets/f905b16248ad7bc99e3afdfc99450de4.png 480w,https://asset.jmir.pub/assets/f905b16248ad7bc99e3afdfc99450de4.png 960w,https://asset.jmir.pub/assets/f905b16248ad7bc99e3afdfc99450de4.png 1920w,https://asset.jmir.pub/assets/f905b16248ad7bc99e3afdfc99450de4.png 2500w)
Yi-Lien Lee, Willy Chou, Tsair-Wei Chien, Po-Hsin Chou, Yu-Tsen Yeh, Huan-Fang Lee
JMIR Med Inform 2020 (May 07); 8(5):e16528Download Citation: END BibTex RIS
![The Development of a Practical Artificial Intelligence Tool for Diagnosing and Evaluating Autism Spectrum Disorder: Multicenter Study The Development of a Practical Artificial Intelligence Tool for Diagnosing and Evaluating Autism Spectrum Disorder: Multicenter Study](https://asset.jmir.pub/assets/897aefa34fbf1b363d54213f7a3b29b7.png 480w,https://asset.jmir.pub/assets/897aefa34fbf1b363d54213f7a3b29b7.png 960w,https://asset.jmir.pub/assets/897aefa34fbf1b363d54213f7a3b29b7.png 1920w,https://asset.jmir.pub/assets/897aefa34fbf1b363d54213f7a3b29b7.png 2500w)
Tao Chen, Ye Chen, Mengxue Yuan, Mark Gerstein, Tingyu Li, Huiying Liang, Tanya Froehlich, Long Lu
JMIR Med Inform 2020 (May 08); 8(5):e15767Download Citation: END BibTex RIS
![An Electronic Clinical Decision Support System for the Management of Low Back Pain in Community Pharmacy: Development and Mixed Methods Feasibility Study An Electronic Clinical Decision Support System for the Management of Low Back Pain in Community Pharmacy: Development and Mixed Methods Feasibility Study](https://asset.jmir.pub/assets/02f0592dc4daa79bf9d47911d86df43c.png 480w,https://asset.jmir.pub/assets/02f0592dc4daa79bf9d47911d86df43c.png 960w,https://asset.jmir.pub/assets/02f0592dc4daa79bf9d47911d86df43c.png 1920w,https://asset.jmir.pub/assets/02f0592dc4daa79bf9d47911d86df43c.png 2500w)
Aron Simon Downie, Mark Hancock, Christina Abdel Shaheed, Andrew J McLachlan, Ahmet Baki Kocaballi, Christopher M Williams, Zoe A Michaleff, Chris G Maher
JMIR Med Inform 2020 (May 11); 8(5):e17203Download Citation: END BibTex RIS
Reviews in Medical Informatics
View E-collection for ‘Reviews in Medical Informatics’![Factors Influencing the Adoption of Health Information Standards in Health Care Organizations: A Systematic Review Based on Best Fit Framework Synthesis Factors Influencing the Adoption of Health Information Standards in Health Care Organizations: A Systematic Review Based on Best Fit Framework Synthesis](https://asset.jmir.pub/assets/f8974d6859284b4e13bac8441db04e11.png 480w,https://asset.jmir.pub/assets/f8974d6859284b4e13bac8441db04e11.png 960w,https://asset.jmir.pub/assets/f8974d6859284b4e13bac8441db04e11.png 1920w,https://asset.jmir.pub/assets/f8974d6859284b4e13bac8441db04e11.png 2500w)
Lu Han, Jing Liu, Richard Evans, Yang Song, Jingdong Ma
JMIR Med Inform 2020 (May 15); 8(5):e17334Download Citation: END BibTex RIS
Adoption and Change Management of eHealth Systems
View E-collection for ‘Adoption and Change Management of eHealth Systems’![Clinical Desire for an Artificial Intelligence–Based Surgical Assistant System: Electronic Survey–Based Study Clinical Desire for an Artificial Intelligence–Based Surgical Assistant System: Electronic Survey–Based Study](https://asset.jmir.pub/assets/f9fe7dc2b819d839019dd5f2967988e4.png 480w,https://asset.jmir.pub/assets/f9fe7dc2b819d839019dd5f2967988e4.png 960w,https://asset.jmir.pub/assets/f9fe7dc2b819d839019dd5f2967988e4.png 1920w,https://asset.jmir.pub/assets/f9fe7dc2b819d839019dd5f2967988e4.png 2500w)
Soo Jin Park, Eun Ji Lee, Se Ik Kim, Seong-Ho Kong, Chang Wook Jeong, Hee Seung Kim
JMIR Med Inform 2020 (May 15); 8(5):e17647Download Citation: END BibTex RIS
Tools, Programs and Algorithms
View E-collection for ‘Tools, Programs and Algorithms’![Detecting False Alarms by Analyzing Alarm-Context Information: Algorithm Development and Validation Detecting False Alarms by Analyzing Alarm-Context Information: Algorithm Development and Validation](https://asset.jmir.pub/assets/84d990244f29ec5439ec10b0c6875d59.png 480w,https://asset.jmir.pub/assets/84d990244f29ec5439ec10b0c6875d59.png 960w,https://asset.jmir.pub/assets/84d990244f29ec5439ec10b0c6875d59.png 1920w,https://asset.jmir.pub/assets/84d990244f29ec5439ec10b0c6875d59.png 2500w)
Detecting False Alarms by Analyzing Alarm-Context Information: Algorithm Development and Validation
Chrystinne Fernandes, Simon Miles, Carlos José Pereira Lucena
JMIR Med Inform 2020 (May 20); 8(5):e15407Download Citation: END BibTex RIS
Electronic Health Records
View E-collection for ‘Electronic Health Records’![The Perceptions of and Factors Associated With the Adoption of the Electronic Health Record Sharing System Among Patients and Physicians: Cross-Sectional Survey The Perceptions of and Factors Associated With the Adoption of the Electronic Health Record Sharing System Among Patients and Physicians: Cross-Sectional Survey](https://asset.jmir.pub/assets/0ddc3afba1e393caf70aaa8358b55cf7.png 480w,https://asset.jmir.pub/assets/0ddc3afba1e393caf70aaa8358b55cf7.png 960w,https://asset.jmir.pub/assets/0ddc3afba1e393caf70aaa8358b55cf7.png 1920w,https://asset.jmir.pub/assets/0ddc3afba1e393caf70aaa8358b55cf7.png 2500w)
Martin CS Wong, Junjie Huang, Paul SF Chan, Veeleah Lok, Colette Leung, Jingxuan Wang, Clement SK Cheung, Wing Nam Wong, Ngai Tseung Cheung, Chung Ping Ho, Eng Kiong Yeoh
JMIR Med Inform 2020 (May 21); 8(5):e17452Download Citation: END BibTex RIS
Natural Language Processing
View E-collection for ‘Natural Language Processing’![The Development of the Military Service Identification Tool: Identifying Military Veterans in a Clinical Research Database Using Natural Language Processing and Machine Learning The Development of the Military Service Identification Tool: Identifying Military Veterans in a Clinical Research Database Using Natural Language Processing and Machine Learning](https://asset.jmir.pub/assets/dc8bf3bb6f73c4b248c52b784cf06b0b.png 480w,https://asset.jmir.pub/assets/dc8bf3bb6f73c4b248c52b784cf06b0b.png 960w,https://asset.jmir.pub/assets/dc8bf3bb6f73c4b248c52b784cf06b0b.png 1920w,https://asset.jmir.pub/assets/dc8bf3bb6f73c4b248c52b784cf06b0b.png 2500w)
Daniel Leightley, David Pernet, Sumithra Velupillai, Robert J Stewart, Katharine M Mark, Elena Opie, Dominic Murphy, Nicola T Fear, Sharon A M Stevelink
JMIR Med Inform 2020 (May 25); 8(5):e15852Download Citation: END BibTex RIS
Theme Issue 2020: Medical Artificial Intelligence Applications in China
View E-collection for ‘Theme Issue 2020: Medical Artificial Intelligence Applications in China’![Application of a Mathematical Model in Determining the Spread of the Rabies Virus: Simulation Study Application of a Mathematical Model in Determining the Spread of the Rabies Virus: Simulation Study](https://asset.jmir.pub/assets/2ed57e1d0d121717f85a54e158a05713.png 480w,https://asset.jmir.pub/assets/2ed57e1d0d121717f85a54e158a05713.png 960w,https://asset.jmir.pub/assets/2ed57e1d0d121717f85a54e158a05713.png 1920w,https://asset.jmir.pub/assets/2ed57e1d0d121717f85a54e158a05713.png 2500w)
Application of a Mathematical Model in Determining the Spread of the Rabies Virus: Simulation Study
JMIR Med Inform 2020 (May 27); 8(5):e18627Download Citation: END BibTex RIS
![Artificial Intelligence–Based Neural Network for the Diagnosis of Diabetes: Model Development Artificial Intelligence–Based Neural Network for the Diagnosis of Diabetes: Model Development](https://asset.jmir.pub/assets/2f36a0ceb08ee43ea5945103c28d95be.png 480w,https://asset.jmir.pub/assets/2f36a0ceb08ee43ea5945103c28d95be.png 960w,https://asset.jmir.pub/assets/2f36a0ceb08ee43ea5945103c28d95be.png 1920w,https://asset.jmir.pub/assets/2f36a0ceb08ee43ea5945103c28d95be.png 2500w)
Artificial Intelligence–Based Neural Network for the Diagnosis of Diabetes: Model Development
JMIR Med Inform 2020 (May 27); 8(5):e18682Download Citation: END BibTex RIS