C. Zheng

发表

Using Natural Language Processing and Machine Learning to Identify Gout Flares From Electronic Clinical Notes

C. Zheng, N. Rashid, Yi-Lin Wu, 2014, Arthritis care & research.

The use of natural language processing to identify vaccine‐related anaphylaxis at five health care systems in the Vaccine Safety Datalink

C. Zheng, S. Jacobsen, M. Daley, 2019, Pharmacoepidemiology and drug safety.

Using natural language processing for identification of herpes zoster ophthalmicus cases to support population‐based study

C. Zheng, S. Jacobsen, H. Tseng, 2018, Clinical & experimental ophthalmology.

Higher Emergency Physician Chest Pain Hospitalization Rates Do Not Lead to Improved Patient Outcomes.

M. Ferencik, R. Redberg, C. Zheng, 2021, Circulation. Cardiovascular quality and outcomes.

Warfarin Management and Outcomes in Patients with Nonvalvular Atrial Fibrillation Within an Integrated Health Care System.

Robert A. Mendes, D. Dills, C. Zheng, 2015, Journal of managed care & specialty pharmacy.

Automated Identification and Extraction of Exercise Treadmill Test Results

M. Ferencik, R. Redberg, C. Zheng, 2020, Journal of the American Heart Association.

Risk Factors for Silent Brain Infarcts and White Matter Disease in a Real-World Cohort Identified by Natural Language Processing.

D. Kent, D. Kallmes, C. Zheng, 2022, Mayo Clinic proceedings.

Automated abstraction of myocardial perfusion imaging reports using natural language processing

M. Ferencik, R. Redberg, C. Zheng, 2020, Journal of Nuclear Cardiology.

Medication Extraction from Electronic Clinical Notes in an Integrated Health System: A Study on Aspirin Use in Patients with Nonvalvular Atrial Fibrillation.

Chengyi Zheng, C. Zheng, N. Rashid, 2015, Clinical therapeutics.

Identifying Spontaneous Abortion from Clinical Notes within a Large Integrated Healthcare System

C. Zheng, S. Jacobsen, F. Xie, 2022, SN Computer Science.

Identifying Cases of Shoulder Injury Related to Vaccine Administration (SIRVA) in the United States: Development and Validation of a Natural Language Processing Method

C. Zheng, S. Jacobsen, Wansu Chen, 2021, JMIR public health and surveillance.

Cardiorespiratory Fitness and Mortality in Patients Aged 60 to 90 Years.

C. Zheng, Ming-Sum Lee, K. Gyurjian, 2022, The American journal of cardiology.

Evaluation of Outpatient Cardiac Stress Testing After Emergency Department Encounters for Suspected Acute Coronary Syndrome.

M. Gould, M. Ferencik, R. Redberg, 2019, Annals of emergency medicine.

Development of Parkinson's disease and its relationship with incidentally-discovered white matter disease and covert brain infarction in a real world cohort

Lester Y. Leung, J. Nelson, D. Kallmes, 2022, medRxiv.

The HEART Score for Suspected Acute Coronary Syndrome in U.S. Emergency Departments.

M. Gould, M. Ferencik, R. Redberg, 2018, Journal of the American College of Cardiology.

Effect of a HEART Care Pathway on Chest Pain Management Within an Integrated Health System.

Chengyi Zheng, Michael K Gould, M. Gould, 2019, Annals of emergency medicine.

Not all HEART scores are created equal: identifying “low‐risk” patients at higher risk

M. Ferencik, R. Redberg, C. Zheng, 2020, Journal of the American College of Emergency Physicians open.

Development of Parkinson Disease and Its Relationship with Incidentally Discovered White Matter Disease and Covert Brain Infarction in a Real‐World Cohort

Lester Y. Leung, J. Nelson, D. Kallmes, 2022 .

The Epidemiology of Herpes Zoster in Immunocompetent, Unvaccinated Adults ≥50 Years Old: Incidence, Complications, Hospitalization, Mortality, and Recurrence

C. Zheng, B. Patterson, K. Bruxvoort, 2019, The Journal of infectious diseases.

Risk for Subdeltoid Bursitis After Influenza Vaccination

C. Zheng, J. Nordin, M. Daley, 2020, Annals of Internal Medicine.

Investigating Tetanus, Diphtheria, Acellular Pertussis Vaccination During Pregnancy and Risk of Congenital Anomalies

L. Cámpora, C. Zheng, N. Mesaros, 2022, Infectious Diseases and Therapy.

Association between prenatal exposure to ambient ozone, birth weight, and macrosomia in healthy women

Jiaqi Tian, C. Zheng, Lan Ma, 2022, Frontiers in Public Health.

Text-Based Identification of Herpes Zoster Ophthalmicus With Ocular Involvement in the Electronic Health Record: A Population-Based Study

C. Zheng, H. Tseng, L. Sy, 2021, Open forum infectious diseases.

Association of Silent Cerebrovascular Disease Identified Using Natural Language Processing and Future Ischemic Stroke

Lester Y. Leung, J. Nelson, D. Kent, 2021, Neurology.

Risk for Shoulder Conditions After Vaccination: A Population-Based Study Using Real-World Data

C. Zheng, S. Jacobsen, Wansu Chen, 2022, Annals of Internal Medicine.

Recent Trends in the Identification of Incidental Pulmonary Nodules.

M. Gould, C. Zheng, K. Danforth, 2015, American journal of respiratory and critical care medicine.

The use of natural language processing to identify Tdap-related local reactions at five health care systems in the Vaccine Safety Datalink

Lei Qian, Chengyi Zheng, Wei Yu, 2019, Int. J. Medical Informatics.

Automated interpretation of stress echocardiography reports using natural language processing

M. Ferencik, R. Redberg, C. Zheng, 2022, European heart journal. Digital health.

Early Noninvasive Cardiac Testing After Emergency Department Evaluation for Suspected Acute Coronary Syndrome.

P. Thokala, M. Gould, M. Ferencik, 2020, JAMA Internal Medicine.

Does Hospital Admission/Observation for Chest Pain Improve Patient Outcomes after Emergency Department Evaluation for Suspected Acute Coronary Syndrome?

P. Thokala, M. Ferencik, R. Redberg, 2021, Journal of General Internal Medicine.

Patient and clinical characteristics associated with gout flares in an integrated healthcare system

C. Zheng, N. Rashid, Yi-Lin Wu, 2015, Rheumatology International.

Association of Incidentally Discovered Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia

Eric J. Puttock, Lester Y. Leung, J. Nelson, 2022, Journal of the American Heart Association.

Health‐related quality of life outcomes from a contemporary prostate cancer registry in a large diverse population

T. N. Harrison, C. Zheng, S. Jacobsen, 2017, BJU international.

The Need for Sex-Speci ﬁ c Cutoff Levels for High-Sensitivity

M. Gould, M. Ferencik, R. Redberg, 2018 .

Natural Language Processing to Identify Pulmonary Nodules and Extract Nodule Characteristics from Radiology Reports.

M. Gould, C. Zheng, B. Huang, 2021, Chest.

Extracting and analyzing ejection fraction values from electronic echocardiography reports in a large health maintenance organization

Chengyi Zheng, Fagen Xie, Albert Yuh-Jer Shen, 2017, Health Informatics J..

Automated Identification of Patients With Pulmonary Nodules in an Integrated Health System Using Administrative Health Plan Data, Radiology Reports, and Natural Language Processing

Chengyi Zheng, Michael K Gould, M. Gould, 2012, Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer.

Second Prize: A Natural Language Processing Program Effectively Extracts Key Pathologic Findings from Radical Prostatectomy Reports

Chengyi Zheng, Richard Contreras, C. Zheng, 2014 .

Radiotherapy for brain metastases near the end of life in an integrated health care system.

M. Gould, C. Zheng, A. Kagan, 2017, Annals of Palliative Medicine.

The probability of lung cancer in patients with incidentally detected pulmonary nodules: clinical characteristics and accuracy of prediction models.

M. Gould, C. Zheng, A. Vachani, 2021, Chest.