Titel	Veröffentlichungsdatum	Sprache	Zitate
Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach	2016/09/30	English	239
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review	2019/04/27	English	211
Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation	2019/11/29	English	205
Challenges and Opportunities of Big Data in Health Care: A Systematic Review	2016/11/21	English	181
Utilization Barriers and Medical Outcomes Commensurate With the Use of Telehealth Among Older Adults: Systematic Review	2020/08/12	English	137
Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis	2018/04/18	English	126
Clinical Text Data in Machine Learning: Systematic Review	2020/03/31	English	118
The Impact of Information Technology on Patient Engagement and Health Behavior Change: A Systematic Review of the Literature	2016/01/21	English	116
Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review	2019/08/16	English	114
Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review	2020/07/24	English	95
Electronic Consultation in Primary Care Between Providers and Patients: Systematic Review	2019/12/03	English	92
The Role of Health Technology and Informatics in a Global Public Health Emergency: Practices and Implications From the COVID-19 Pandemic	2020/07/14	English	83
Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach	2021/01/27	English	81
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis	2018/04/13	English	79
Outcomes From Health Information Exchange: Systematic Review and Future Research Needs	2015/12/15	English	78
Sentiment Analysis in Health and Well-Being: Systematic Review	2020/01/28	English	76
Patient Portal Use and Experience Among Older Adults: Systematic Review	2017/10/16	English	76
Role of Machine Learning Techniques to Tackle the COVID-19 Crisis: Systematic Review	2021/01/11	English	76
Characterizing and Managing Missing Structured Data in Electronic Health Records: Data Analysis	2018/02/23	English	74
Big Data and Clinicians: A Review on the State of the Science	2014/01/17	English	73
Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study	2020/07/15	English	70
Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation	2018/04/17	English	70
Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study	2019/09/12	English	70
Dynamic Consent: A Possible Solution to Improve Patient Confidence and Trust in How Electronic Patient Records Are Used in Medical Research	2015/01/13	English	67
Adoption Factors of the Electronic Health Record: A Systematic Review	2016/06/01	English	65
Analyzing Medical Research Results Based on Synthetic Data and Their Relation to Real Data Results: Systematic Comparison From Five Observational Studies	2020/02/20	English	60
Adoption of Clinical Decision Support in Multimorbidity: A Systematic Review	2015/01/07	English	59
Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System	2019/08/02	English	58
Using Information Technology to Manage the COVID-19 Pandemic: Development of a Technical Framework Based on Practical Experience in China	2020/06/08	English	58
The Use of Patient-Facing Teleconsultations in the National Health Service: Scoping Review	2020/03/16	English	56