| Conversational agents in healthcare: a systematic review |
64 |
| Physician stress and burnout: the impact of health information technology |
50 |
| Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review |
36 |
| Distributed deep learning networks among institutions for medical imaging |
34 |
| Good intentions are not enough: how informatics interventions can worsen inequality |
33 |
| CLAMP - a toolkit for efficiently building customized clinical natural language processing pipelines |
32 |
| The National Sleep Research Resource: towards a sleep data commons |
25 |
| Expert-level sleep scoring with deep neural networks |
24 |
| The benefits of health information exchange: an updated systematic review |
24 |
| Comparison of blockchain platforms: a systematic review and healthcare examples |
23 |
| Enhancing clinical concept extraction with contextual embeddings |
20 |
| Criteria for assessing the quality of mHealth apps: a systematic review |
20 |
| Natural language processing of symptoms documented in free-text narratives of electronic health records: a systematic review |
19 |
| The MIMIC Code Repository: enabling reproducibility in critical care research |
19 |
| Medication-related clinical decision support alert overrides in inpatients |
16 |
| Interface, information, interaction: a narrative review of design and functional requirements for clinical decision support |
15 |
| Planning and implementing sexual orientation and gender identity data collection in electronic health records |
15 |
| A usability and safety analysis of electronic health records: a multi-center study |
14 |
| Medication safety alert fatigue may be reduced via interaction design and clinical role tailoring: a systematic review |
13 |
| Patient perceptions of receiving test results via online portals: a mixed-methods study |
13 |
| Machine learning approach for early detection of autism by combining questionnaire and home video screening |
13 |
| Efficacy and unintended consequences of hard-stop alerts in electronic health record systems: a systematic review |
12 |
| UK phenomics platform for developing and validating electronic health record phenotypes: CALIBER |
12 |
| Fair compute loads enabled by blockchain: sharing models by alternating client and server roles |
12 |
| Exploring app features with outcomes in mHealth studies involving chronic respiratory diseases, diabetes, and hypertension: a targeted exploration of the literature |
12 |
| Implementing pharmacogenomics decision support across seven European countries: The Ubiquitous Pharmacogenomics (U-PGx) project |
12 |
| Online physician ratings fail to predict actual performance on measures of quality, value, and peer review |
11 |
| Does health informatics have a replication crisis? |
11 |
| Advancing health equity and access using telemedicine: a geospatial assessment |
11 |
| Enabling phenotypic big data with PheNorm |
10 |
| Effect of vocabulary mapping for conditions on phenotype cohorts |
10 |
| Challenges with quality of race and ethnicity data in observational databases |
10 |
| SemEHR: A general-purpose semantic search system to surface semantic data from clinical notes for tailored care, trial recruitment, and clinical research |
10 |
| Using machine learning for sequence-level automated MRI protocol selection in neuroradiology |
10 |
| Effects of computerized decision support system implementations on patient outcomes in inpatient care: a systematic review |
10 |
| Patient free text reporting of symptomatic adverse events in cancer clinical research using the National Cancer Institute's Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE) |
10 |
| Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task |
10 |
| Interventions to increase patient portal use in vulnerable populations: a systematic review |
9 |
| Predictive analytics in health care: how can we know it works? |
9 |
| Synthea: An approach, method, and software mechanism for generating synthetic patients and the synthetic electronic health care record |
9 |
| 3D deep learning for detecting pulmonary nodules in CT scans |
9 |
| Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data |
9 |
| Cohort selection for clinical trials: n2c2 2018 shared task track 1 |
9 |
| The complex case of EHRs: examining the factors impacting the EHR user experience |
9 |
| Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services |
9 |
| Mining 100 million notes to find homelessness and adverse childhood experiences: 2 case studies of rare and severe social determinants of health in electronic health records |
8 |
| OpenNotes and shared decision making: a growing practice in clinical transparency and how it can support patient-centered care |
8 |
| Robust clinical marker identification for diabetic kidney disease with ensemble feature selection |
8 |
| Synthesizing electronic health records using improved generative adversarial networks |
8 |
| Using wearable technology to predict health outcomes: a literature review |
8 |
