Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach
12 auth.
Thomas Desautels,
J. Calvert,
J. Hoffman,
Melissa Jay,
Yaniv Kerem,
L. Shieh,
...
David Shimabukuro,
Uli K. Chettipally,
M. Feldman,
C. Barton,
D. Wales,
R. Das
|
8 |
2016 |
8
2016
|
Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation
12 auth.
Patrick Wu,
A. Gifford,
Xiangrui Meng,
Xue Li,
H. Campbell,
Tim Varley,
...
Juan Zhao,
R. Carroll,
L. Bastarache,
J. Denny,
E. Theodoratou,
Wei-Qi Wei
|
8 |
2019 |
8
2019
|
Challenges and Opportunities of Big Data in Health Care: A Systematic Review
C. Kruse,
R. Goswamy,
Yesha Raval,
Sarah Marawi
|
8 |
2016 |
8
2016
|
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review
Seyedmostafa Sheikhalishahi,
Riccardo Miotto,
J. Dudley,
A. Lavelli,
Fabio Rinaldi,
V. Osmani
|
7 |
2019 |
7
2019
|
Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis
Saif S. Khairat,
David T. Marc,
William Crosby,
Ali Al Sanousi
|
7 |
2018 |
7
2018
|
Clinical Text Data in Machine Learning: Systematic Review
Irena Spasic,
G. Nenadic
|
7 |
2020 |
7
2020
|
Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review
10 auth.
Jiayi Shen,
Casper J. P. Zhang,
Bangsheng Jiang,
Jiebin Chen,
Jian Song,
Zherui Liu,
...
Zonglin He,
S. Y. Wong,
Po-Han Fang,
W. Ming
|
7 |
2019 |
7
2019
|
Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review
Avishek Choudhury,
Onur Asan
|
7 |
2020 |
7
2020
|
The Impact of Information Technology on Patient Engagement and Health Behavior Change: A Systematic Review of the Literature
Suhila A. Sawesi,
M. Rashrash,
Kanitha Phalakornkule,
J. Carpenter,
Josette F. Jones
|
7 |
2016 |
7
2016
|
Utilization Barriers and Medical Outcomes Commensurate With the Use of Telehealth Among Older Adults: Systematic Review
C. Kruse,
Joanna Fohn,
Nakia Wilson,
Evangelina Nunez Patlan,
Stephanie Zipp,
Michael Mileski
|
7 |
2020 |
7
2020
|
Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study
Fei Li,
Yonghao Jin,
Weisong Liu,
Bhanu Pratap Singh Rawat,
Pengshan Cai,
Hong Yu
|
7 |
2019 |
7
2019
|
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis
Junghye Lee,
Jimeng Sun,
Fei Wang,
Shuang Wang,
C. Jun,
Xiaoqian Jiang
|
7 |
2018 |
7
2018
|
The Role of Health Technology and Informatics in a Global Public Health Emergency: Practices and Implications From the COVID-19 Pandemic
Jiancheng Ye
|
7 |
2020 |
7
2020
|
Sentiment Analysis in Health and Well-Being: Systematic Review
Anastazia Žunić,
P. Corcoran,
Irena Spasic
|
7 |
2020 |
7
2020
|
